Browse live data analyst jobs in Sandton, Gauteng. Salaries, top employers and how to apply. Updated regularly.

Our client, a leading South African banking group, is looking for an experienced Senior Data Analyst to support a range of data initiatives within its banking environment. The role will focus on data analysis, requirements, data quality, ETL, SQL, data mapping, testing, reconciliation and production data support across enterprise data platforms. The successful candidate will work with business and technical stakeholders to analyse data requirements, investigate data issues, define data and tran…

Senior Data Analyst – AML / Compliance Data

Introduction We are looking for an energetic, driven and enthusiastic professional with experience in the insurance industry and dealership relationship management to join our team. This dynamic position offers benefits Who We Are: Based in Sandton, Johannesburg Toyota Insurance Management South Africa (TIMSA) is insurance competence center & mobility solutions partner from Toyota for Toyota. We are represented in over 30 countries worldwide and have over 4 million customers. Why Work at Toyota…

Sales Support and Data Analyst

**Primary Purpose of the Job**

To provide specialist support to ensure that utility recovery ratios are accurate and optimised and to take responsibility for billing, query, financial and supplier management for their assigned portfolio.

 **Key Performance Areas (KPA’s)**

* To review recovery ratios ensuring that ratios are maintained and optimised where possible (monthly review of utility management performance reporting for each property flagging potential issues with service providers and internal stakeholders).
* To ensure the optimal and accurate recovery tariff allocation in line with Redefine’s agreed billing methodologies.
* To review the accurate allocation of supply, metering and expenses to consumers and ensure all consumption is accounted for.
* To ensure all tenant and billing related queries are addressed timeously.
* To provide specialist and/or technical support related to utility management to property management teams where needed.
* To track utility management service provider performance to ensure services are delivered as per service level agreements and address and resolve non\-performance.
* To assist Property Administration with technical query resolution.
* To ensure that all recovery liability information remain up\-to\-date and is timeously provided to the service provider by the relevant departments.
* To ensure the accurate allocation of recoveries (based on liability information) by the appointed utility management service provider.
* To prepare and provide monthly performance reporting to the business.
* To interact with utility analyst to understand improvement opportunities.

 **Requirements**

* A solid understanding of:
	+ Utility management (especially within the context of recovery of utilities within multi\-tenanted properties).
	+ Metering and verification principles.
	+ Electrical distribution systems and energy fundamentals.
	+ Municipal utility tariffs.
	+ Regulatory principles and requirements about the supply and recovery of electricity, water and sewer services.
* Knowledge of:
	+ Electricity, water and waste management principles.
* Qualifications
	+ Senior Certificate (with Mathematics and Accounts as a subject preferred).
	+ Tertiary qualification beneficial.
	+ Additional qualifications or certifications relevant to the industry beneficial.
* Experience
	+ At least 3 years’ experience of utility management (within the property sector preferred).
* Proficiencies
	+ Proficiency in Microsoft applications, especially Microsoft Excel (working with pivot tables and large data sets)
	+ Strong financial and analytical skills.
	+ Vendor management skills.
* Competencies
	+ Analysing and Interpreting \- Applying expertise and technology.
		- Applies specialist and detailed technical expertise; Develops job knowledge and expertise through continual professional development; Shares expertise and knowledge with others; Uses technology to achieve work objectives; Demonstrates appropriate physical coordination and endurance, manual skill, spatial awareness and dexterity; Demonstrates an understanding of different organisational departments and functions.
	+ Analysing and Interpreting \- Analysis
		- Analyses of numerical data, verbal data and all other sources of information; Breaks information into component parts, patterns and relationships; Probes for further information or greater understanding of a problem; Makes rational judgements from the available information and analysis; Produces workable solutions to a range of problems; Demonstrates an understanding of how one issue may be a part of a much larger system.
	+ Organising and Executing \- Planning and Organising
		- Sets clearly defined objectives; Plans activities and projects well in advance and takes account of possible changing circumstances; Manages time effectively; Identifies and organises resources needed to accomplish tasks; Monitors performance against deadlines and milestones.
	+ Organising and Executing \- Delivering Results and Meeting Customer Expectations
		- Focuses on customer needs and satisfaction; Sets high standards for quality and quantity; Monitors and maintains quality and productivity; Works in a systematic, methodical and orderly way; consistently achieves project goals.

Utilities Administrator: Recoveries

Sasol is a global integrated chemicals and energy company with a 75\-year heritage. Through our talented people, we use our expertise and selected technologies to safely and sustainably source, manufacture and market chemical and energy products globally. When you join Team Sasol, you are joining a company that puts people at the center of everything we do.
   

  

 Sasol invests in its employees along every stage of the career path and offers development opportunities to help you cultivate your career in a culture that embraces diversity and inclusion.
   

  

 Job Requisition ID
   

  

 13107
   

  

 Closing Date
   

  

 18 September 2026
   

  

 OME
   

  

 BST: Strategy \& Sustainability
   

  

 Location
   

  

 Sandton
   

  

 Purpose of Job
   

  

 Strategic Value Delivery (SVD) delivery relies on robust reporting, analytical models, tracking systems, and decision\-support tools to enable effective management insight and decision\-making. This role is a key enabler of these capabilities, providing the design, development, and maintenance of models, decision support capabilities and strategic tracking and reporting systems for SVD, the broader Strategy and Sustainability team and other Business Building, Strategy and Technology (BBST) teams. Provides portfolio analytics, strategic insights and decision\-support capabilities that enable effective strategic planning, portfolio prioritisation, resource allocation and performance management across Strategy \& Sustainability and BBST. Supports strategic initiative roadmap development and status tracking and plays a key role in consolidating business reporting and portfolio assessment. Drives innovation for digitisation within the Strategic Value Delivery and broader Strategy and Sustainability team. Provides analytical support and opportunity assessment for programmes managed by SVD.
   

  

 Key Accountabilities
   

  

**Portfolio Reporting, Tracking \& Digitalisation**
* Collaborate with stakeholders to define reporting requirements and serve as the primary interface with the digitisation team to drive reporting, tracking and continuous improvement capabilities.
* Lead the development and maintenance of strategic initiative roadmap tracking dashboards, KPIs and performance management tools, leveraging enterprise systems and data visualisation platforms (e.g. Azure, Power BI) to provide portfolio visibility, performance insights and decision support.
* Lead the process of coordinating, collating and compiling relevant data for the strategic initiatives and their roadmaps and proof points as input into corporate reporting – develop appropriate methods and processes to ensure auditable inputs and results verification.


**Stakeholder Engagement \& Capability Building**
* Facilitate discussions/workshops with stakeholders across the impacted universe to gather inputs, align requirements and support the development, rollout and adoption of portfolio reporting and dashboard tools.
* Be the subject matter expert for portfolio reporting and dashboard tools, providing guidance, training and user support across the organisation, while establishing appropriate processes and controls to ensure auditable inputs, data integrity and results verification.


**Portfolio Analytics and Decision Support**
* Develop and maintain analytical models, forecasting tools and decision\-support capabilities to support strategic planning, portfolio prioritisation, resource allocation, portfolio optimisation and business decision\-making. Generate portfolio insights through data analysis, scenario assessment and performance evaluation to support leadership decision\-making and delivery of strategic objectives.


**Portfolio Assessment \& Governance**
* Support the Strategic Value Delivery team with portfolio assessment, portfolio management and governance processes
* Support development of business and governance processes to enable delivery of the strategic ambition, roadmaps and targets.


**Portfolio Documentation \& Knowledge Management**
* Produce and maintain key portfolio documents, reports and governance artefacts, ensuring high\-quality communication of portfolio performance, insights and decisions.
* Apply and promote document management and control best practices across Strategic Value Delivery,
* Coach and develop team members to strengthen reporting, analytical and portfolio management capabilities.


 Formal Education
   

  

* 3\-4 year relevant university degree


 Working Experience
   

  

* 6 years


**Required Personal/Professional Skills**
**Analytics:** 
 The systematic computational analysis of data or statistics
   

  

**Collaboration:** 
 The action of working with someone to produce something
   

  

**Continuous Process Improvement:** 
 The methodology followed for increasing the effectiveness and/or efficiency of a business process, often through automation.
   

  

**Critical reasoning:** 
 The action of critically thinking about something in a logical, sensible way and taking all factors into consideration.
   

  

**Data Management:** 
 Knowledgeable of the theory, purpose, architecture and design of the management, administration and relationships of the organization's data.
   

  

**Execution capability:** 
 The underlying ability to execute a strategy/project or day to day work
   

  

**Problem Solving** 
 : Is a step\-by\-step process of defining a problem, searching for information, and testing a series of solutions until the problem is solved. In involves critical thinking, analysis and persistence.
   

  

**Project Coordination:** 
 Knowledge and experience with Project Coordination is planning, organizing, and managing tasks and resources to accomplish a objective this include an administrative, liaison and support role that supports one or more projects. Usually used during smaller non\-capital projects.
   

  

**Reporting:** 
 The ability to access information from databases, forms, and other sources, and prepare reports according to requirements.
   

  

**Self\-Mastery:** 
 Takes accountability for driving own growth through developing self\-awareness, reflecting, seeking feedback and self\-correcting
   

  

**Verbal Communications:** 
 Any exchange of words, either written or spoken, used to transmit information
   

  

**Written Communications:** 
 Sending of messages, orders or instructions in writing through letters, circulars, manuals, reports, telegrams, office memos, bulletins, etc. It is a formal method of communication and is less flexible
   

  

 Sasol is an equal opportunity and affirmative action employer. Inspired by our Purpose of “Innovating for a better world”, Sasol acknowledges that diversity is intrinsic to the fabric of our organisation and is the key to our growth and success. Sasol is committed to the full inclusion of all suitably qualified individuals. Preference will be given to applicants from designated groups and people with disabilities according to Sasol’s Employment Equity Plan. This includes reasonable accommodation to enable individuals with disabilities to perform essential job functions.
   

  

 Our automated process is designed to efficiently assess a large volume of applications. Should you not hear from us within 60 days of the advert closing then kindly consider your application unsuccessful. Thank you once\-more for your interest in Sasol as your employer of choice, and we wish you all the best with your career aspirations and future applications with us.

Specialist Strategic Tracking and Reporting

Business Unit: Discovery Central Services
Function: Information Security
Date: 7 Sept 2026
Discovery – Information Governance and Security

  

Information Security Analyst – PenTester

  

**About Discovery**Discovery’s core purpose is to make people healthier and to enhance and protect their lives. We seek out and invest in exceptional individuals who understand and support our core purpose, and whose own values align with those of Discovery. Our fast\-paced and dynamic environment enables smart, self\-driven people to be their best. As global thought leaders, Discovery is passionate about innovating in order to not only achieve financial success, but to ignite positive and meaningful change within our society.  

**About (Information Governance and Security)**
The Information Governance and Security function within the Discovery Group aims to provide assurance that the organisation’s information assets are adequately protected against threats on a continual basis. This is achieved by finding the right balance of information security and business freedom.  

**Key Purpose**
Perform penetration tests using various techniques that mimic real\-world attacks to exploit vulnerabilities on web and mobile applications within the Discovery Group.  

**Areas of responsibility may include but not limited**
* Work with relevant stakeholders to determine penetration testing requirements and
* Plan and create penetration methods, scripts and tests
* Carry out penetration testing to expose weaknesses in security
* Simulate security breaches to test a system's relative security
* Create reports and recommendations from findings, including the security issues uncovered and level of risk
* Advise on methods to fix or lower security risks to systems
* Present findings, risks and conclusions to relevant stakeholders
* Consider the impact the 'attack' will have on the business and its users
* Understand how the flaws identified could affect a business, or business function, if they're not fixed.
* Remain abreast with the latest attack methodologies and tactics
  

Personal Attributes and Skills


* Ability to work in a team environment, outgoing and inter\-personal skills
* Ability to work according to project deadlines, under pressure and cope with a highly stressful environment.
* Must be passionate about information security and be current with trending security related topics
* Has solid technical skills to operate independently and support others within a high performing security team.
* Ability to operate in high demand and pressure environment
* Logical reasoning
  

Qualifications \& Experience


* Relevant degree in Computer Science / Computer Engineering advantageous
* Relevant Security certifications (CEH, GPEN, OSCP, CREST,etc)
* 3\-5 years experience in penetration testing including web, mobile and cloud applications
* 2 years experience in Red team engagements and threat analysis
* Mastery of Linux/Mac/Windows operating systems including Bash, PowerShell and Python.
* Network/Wireless Penetration Testing
* Ability to understand and modify code in a diverse range of programming languages and frameworks
* Proficiency in cryptographic protocols and cipher suites
* Thorough understanding of network protocols, data on the wire, and covert channels
* Source code reviews.
* Familiarity with penetration testing methodology and standards
* Basic AI skills

EMPLOYMENT EQUITY
  

  

The Company’s approved Employment Equity Plan and Targets will be considered as part of the recruitment process. As an Equal Opportunities employer, we actively encourage and welcome people with various disabilities to apply.

Information Security Analyst

Job Description Coca-Cola Beverages Africa (CCBA) presents an exciting opportunity for a Master Data Analyst Product to join the Finance team at CCBA. The role will report to the Group Lead: Master Data CCBA is the 8th largest Coca-Cola authorised bottler in the world by revenue, and the largest on the continent. It accounts for over 40% of all Coca-Cola ready-to-drink beverages sold in Africa by volume. With over 14 000 employees in Africa, CCBA group services more than 800 000 customers with …

Master Data Analyst Product

Coca\-Cola Beverages Africa (CCBA) presents an exciting opportunity for a
 **Master Data Analyst Product** 
 to join the
 **Finance** 
 team at CCBA. The role will report to the
 **Group Lead: Master Data**
 CCBA is the 8th largest Coca\-Cola authorised bottler in the world by revenue, and the largest on the continent. It accounts for over 40% of all Coca\-Cola ready\-to\-drink beverages sold in Africa by volume. With over 14 000 employees in Africa, CCBA group services more than 800 000 customers with a host of international and local brands. CCBA group operates in 14 countries: South Africa, Kenya, Ethiopia, Uganda, Mozambique, Namibia, Tanzania, Botswana, Zambia, Eswatini, Lesotho, Malawi and the islands of Comoros and Mayotte.
   

  

 The Master Data Analyst Product will ensures the accurate, complete, and timely creation, extension, validation, maintenance, and activation of product master data across relevant systems. By safeguarding data quality and process compliance, the position enables successful product launches, reliable supply and demand planning, accurate costing, compliant reporting, and seamless end\-to\-end business operations.

Sasol is a global integrated chemicals and energy company with a 75\-year heritage. Through our talented people, we use our expertise and selected technologies to safely and sustainably source, manufacture and market chemical and energy products globally. When you join Team Sasol, you are joining a company that puts people at the center of everything we do.
   

  

 Sasol invests in its employees along every stage of the career path and offers development opportunities to help you cultivate your career in a culture that embraces diversity and inclusion.
   

  

 Job Requisition ID
   

  

 13109
   

  

 Closing Date
   

  

 18 September 2026
   

  

 OME
   

  

 FIN: Finance Southern Africa
   

  

 Location
   

  

 Sandton, Gauteng
   

  

 Purpose of Job
   

  

 Report into the Finance Controlling team and support the three portfolios \- Financial Planning \& Analysis (FP\&A), Capital Portfolio Management, Integrated Financial Reporting and Business Building functions.
   

  

 The role requires strong Power BI capability, with exposure to AI\-enabled tools, to translate business requirements into scalable reporting, analytics and automation solutions that improve decision support and process efficiency across SA Finance Controlling.
   

  

 Key Accountabilities
   

  

* Support monthly capital reporting and active capital management, including rolling capital plan cycles;
* Support stakeholder engagement by preparing capital performance insights and forecast updates for business leaders;
* Develop and maintain Power BI reports and dashboards by preparing data, updating models, and ensuring reports are accurate and fit for use by Financial Controlling teams and other relevant stakeholders;
* Apply AI and automation tools, including Copilot where appropriate, to streamline recurring reporting activities and reduce manual effort;
* Support business users with data and reporting needs by troubleshooting issues, improving data quality, and enabling self\-service analytics;
* Identify opportunities to standardise, automate and improve reporting processes across FP\&A, Capital Portfolio Management, Business Building and IVC;
* Build trusted working relationships with Finance and business stakeholders to understand reporting pain points and enable practical data solutions;
* Seek prospects for personal growth \- implement and track a personal development plan to attain personal performance goals.


 Formal Education
   

  

* University Bachelor's Degree


 Working Experience
   

  

* 6 years relevant experience
* PowerBI experience, data analytics experience, business intelligence, business performance reporting.


**Required Personal And Professional Skills**
 BC\_Collaborates
   

  

 TC\_Action Planning
   

  

 BC\_Resourcefulness
   

  

 TC\_Analytical skill
   

  

 TC\_Reporting
   

  

 TC\_Analyse Alternatives and Recommend Solutions
   

  

 BC\_Self\-development
   

  

 TC\_Data Collection and Analysis
   

  

 BC\_Action Oriented
   

  

 BC\_Ensures Accountability
   

  

 Sasol is an equal opportunity and affirmative action employer. Inspired by our Purpose of “Innovating for a better world”, Sasol acknowledges that diversity is intrinsic to the fabric of our organisation and is the key to our growth and success. Sasol is committed to the full inclusion of all suitably qualified individuals. Preference will be given to applicants from designated groups and people with disabilities according to Sasol’s Employment Equity Plan. This includes reasonable accommodation to enable individuals with disabilities to perform essential job functions.
   

  

 Our automated process is designed to efficiently assess a large volume of applications. Should you not hear from us within 60 days of the advert closing then kindly consider your application unsuccessful. Thank you once\-more for your interest in Sasol as your employer of choice, and we wish you all the best with your career aspirations and future applications with us.

Analyst Data Enablement

**AI \& Automation Engineer**  

**Hyde Park, Johannesburg**  

  

**Position Purpose**
The AI \& Automation Engineer will design, build, test and support AI\-enabled tools, automation solutions, internal copilots, workflow automations and system integrations. The role will translate business problems into secure, scalable and measurable automation solutions that reduce manual effort, improve accuracy, strengthen controls and support client\-facing technology\-enabled service innovation.  

  

**Key Responsibilities**  

  

**1\. AI Solution Design \& Development**

* Build AI agents, internal copilots, intelligent assistants and AI\-enabled workflows for approved use cases.
* Develop solutions for document processing, service desk triage, knowledge retrieval, data extraction, reporting support and operational automation.
* Apply human\-in\-the\-loop design principles for high\-risk, financial, client\-facing or operationally material outputs.
* Maintain technical documentation, user guidance and solution design records.

**2\. Automation Engineering*** Design and develop workflow automations, scripts, APIs, integrations and low\-code\-enabled automations.
* Identify opportunities to reduce manual work, rework, repetitive tasks and spreadsheet\-based workarounds.
* Support automation of processes across Operations, Finance, Procurement, QHSE, HR, Portfolio Services and Business Development.
* Ensure automations are secure, maintainable, monitored and aligned to agreed standards.

**3\. Data, Integration \& Technical Enablement*** Work with the Data Scientist / Analytics Lead to structure data flows required for AI and automation use cases.
* Develop integrations between approved systems where appropriate, using APIs, data connectors or controlled data exchange methods.
* Support secure on\-premise or controlled AI development environments and development tooling.
* Ensure appropriate testing, logging, version control and release management.

**4\. Responsible AI \& Governance*** Maintain AI use\-case documentation, technical risk assessments and control evidence.
* Support AI testing for accuracy, reliability, bias, privacy and security considerations.
* Ensure compliance with AI governance, cybersecurity, data classification and acceptable\-use requirements.
* Escalate risks or limitations before production deployment.

**5\. Benefits Realisation \& Support*** Measure time savings, error reduction, productivity gains and adoption for automation initiatives.
* Provide technical support for deployed AI and automation tools.
* Train users and business champions on effective and responsible use of solutions.
* Continuously improve deployed solutions based on usage data and feedback.

**Qualifications \& Experience**### **1\. Minimum Requirements**

* Bachelor's degree or diploma in Computer Science, Software Engineering, Data Science, Information Systems, Engineering or related field.
* Minimum 4\-7 years of experience in software development, automation engineering, AI/ML solution development, systems integration or workflow automation.
* Hands\-on experience with Python or similar programming languages, APIs, data processing and automation frameworks.
* Experience developing practical business solutions from requirements through to testing, deployment and support.
* Understanding of cybersecurity, data privacy and secure development principles.

### **2\. Preferred**

* Experience with LLMs, prompt engineering, retrieval augmented generation, vector databases, OCR, document AI or agentic workflows.
* Experience with Microsoft Power Platform, Azure AI, Azure OpenAI, UiPath, Power Automate, Make, n8n or similar platforms.
* Knowledge of CAFM, ERP, procurement, QHSE or facilities management systems.
* Experience with DevOps, Git, testing frameworks, MLOps or model monitoring.

**Preferred Skills \& Competencies**
------------------------------------

* AI and automation sokution development
* Python, APIs and system integration
* Problem solving and technical analysis
* Secure development and data handling
* Process automation and workflow thinking
* Testing and quality assurance
* Documentation and user enablement
* Stakeholder engagement
* Ability to translate business probleems into working solutions


Working Relationships \& Stakeholder Interfaces  

**Internal:** CDTO, Automation / Low\-Code Developer, Data Scientist / Analytics Lead, Business Analyst, Application Support Leads, IT, Cyber, Finance, Operations, QHSE and business process owners.**External:** Technology vendors, specialist developers, implementation partners and selected client innovation stakeholders.

AI and Automation Engineer

**Kindly copy and paste the following link prior to application. Thank you https://getsitch.com/test/f88f8874\-abb2\-4798\-860e\-91aa7a7bf64a**

**MARKET RELATED PACKAGE**

To own the definition and delivery of digital platform products \- translating business and customer need into clear, testable requirements, and holding the backlog, delivery cadence and release quality that turn those requirements into working software.

The Product Owner is the single point of accountability for what the delivery team builds and in what order. The role sits between the business and engineering: close enough to the commercial agenda to prioritise correctly, and close enough to the build to be trusted by the people doing it.

● Elicit business and customer requirements through structured engagement with stakeholders, users, and subject\-matter experts.

● Translate requirements into user stories with clear, testable acceptance criteria that a developer and a tester can both work from without further clarification.

● Use AI tooling routinely across the product workflow \- research synthesis, requirements drafting, test\-case generation and data interrogation \- while retaining personal accountability for the accuracy of any output that carries your name.

● Build clickable, working prototypes independently to test concepts with stakeholders and users, replacing static specifications with something people can use before engineering effort is committed.

● Own and maintain the product backlog for the assigned product area, keeping it refined, estimated and ready for delivery.

● Prioritise against business value, dependency, and risk, and defend the sequencing to both engineering and the business.

● Run the delivery cadence for the product area \- refinement, sprint planning, stand\-ups, reviews, and retrospectives.

● Workday today with engineering, design, and quality assurance as the decision\-maker on requirement intent.

● Write test cases from acceptance criteria and coordinate user acceptance testing with business users.

● Triage and track defects through to resolution, with a defensible view of severity and priority.

● Define and monitor the measures that show whether the product is working \- adoption, usage, throughput, error, and abandonment rates.

● Build working relationships across operations, commercial, compliance, service delivery, and engineering. Represent the product area credibly to senior stakeholders, including at executive forums.

● Produce and maintain product documentation: requirements specifications, process flows, test cases, release notes, and user guides.

● Support sales and client teams with product demonstrations, solution walkthroughs, and product content for bids and tenders.

● Treat information as confidential by default \- personal data, commercial terms, product plans, and information belonging to clients or third parties.

● Ensure that product decisions and delivered functionality comply with POPIA.

Qualifications and experience

Min 5 years senior experience

SA Citizen

A relevant tertiary qualification (Commerce, Information Systems, Business Analysis, Industrial Engineering or related).

Five or more years' experience in product ownership, business analysis, or product delivery.

● **Advantageous:** a recognised product ownership or business analysis certification; exposure to human capital technology, financial services, or another regulated environment; working knowledge of SQL; hands\-on use of AI prototyping tools.

Pay: R70 000,00 \- R90 000,00 per month

Work Location: In person

Product Owner/Business Analyst Digitisation

**Role Overview**
 We are looking for a highly analytical, hands\-on
 **Spatial Data Analyst with Statistical Competency** 
 to join our team, focussed within the property (primary) and retail (secondary) arms of the business. This role is designed for a self\-starter who loves digging into data, applying statistical principles to real\-world geography, and using modern tech to quickly bring data concepts to life.
   

  

 In this role, you will bridge the gap between deep data interrogation, spatial analytics, and client\-facing prototyping. You won't just analyze data in isolation—you will query massive datasets, run statistical models in Python, and build lightweight, interactive dashboards to showcase your concepts to clients and internal stakeholders before we build them into production.
   

  

**Key Responsibilities**
* Data Interrogation \& Spatial SQL
* Query, clean, and manipulate massive, complex datasets using SQL.
* Leverage Spatial SQL to perform geographic joins, buffer analyses, and distance calculations to understand spatial relationships.
* Investigate and profile data to identify anomalies, trends, and structural patterns.
* Statistical Analysis \& Modelling
* Conduct exploratory data analysis (EDA) and run hypothesis tests using Python.
* Assist in the build and calibration of predictive and descriptive models (e.g., regression analysis, spatial clustering) to support our property and geographic risk engines.
* Translate complex statistical findings into practical, real\-world business insights.
* Rapid Prototyping \& Client POCs
* Use Power BI (or Python\-based web frameworks) to quickly "hack together" interactive dashboards and Proof of Concept (POC) tools.
* Present raw data concepts visually to clients and stakeholders to gather feedback and prove business value before committing engineering resources.
* Design and maintain reports that track spatial trends and model performance.


**Requirements**
**Qualifications / Experience:**
* BSc or BCom (Hons preferred) in Statistics, Geoinformatics / GIS (with a strong stats focus), Econometrics, or a highly quantitative field
* 1 to 3 years of professional, hands\-on experience in a data\-heavy corporate or consulting environment.


**Technical Skills**
* SQL: Strong query\-writing skills are essential. You must understand database structures and have practical experience with Spatial SQL concepts (spatial joins, working with geometry/geography data types).
* Python: Proficient in Python for data manipulation and spatial analysis (geopandas, shapely, and GDAL).
* Power BI: Skilled in building interactive, user\-friendly dashboards, setting up data relationships, and writing DAX where needed.


**Non\-technical Skills**
* Mindset: A "builder" mentality. You enjoy tinkering with tools to find creative ways to visualize and solve problems. A passion/interest for the Automotive Industry


**Benefits**
**Company overview:**
 Lightstone is an intelligent solutions company with strong, industry\-specific expertise and core capabilities in data management, GIS, analytics, and software development.
   

  

 We specialize in delivering integrated, online knowledge solutions, batch and real\-time data quality solutions.
   

  

 We hire exceptional people and provide them with the environment where they can excel. Our non\-corporate culture encourages flexibility, collaboration, and innovation.
   

  

 We pride ourselves in our core values to Encourage Participation, Respond to Changing Needs and Win Together, which are reflected in each development, project, product, or service we undertake to deliver.
   

  

**What We Offer**
* Rich Datasets: Work with some of the most comprehensive property, automotive, and spatial datasets in South Africa.
* Fast\-Paced Innovation: A collaborative space where you can quickly test out new ideas, build prototypes, and see your work impact real clients immediately.
* Mentorship \& Growth: Learn from senior data scientists and GIS experts in a supportive, hybrid environment.
* Market\-related salary
* 25 days Leave
* Hybrid working model

Spatial Data Analyst with Statistical Competency

Are you passionate about transforming complex data into meaningful business insights? We're looking for an experienced
 **Analytical Engineer** 
 to join a leading financial services organisation on a 12\-month contract. This is an exciting opportunity to work in a modern data environment, partnering with business and technology teams to deliver trusted, high\-quality data that drives strategic decision\-making.
   

  

**Job Responsibilities**
* Translate business requirements into structured, analytics\-ready datasets.
* Analyse, profile, validate, and transform large volumes of enterprise data.
* Design and maintain robust data models using Data Vault 2\.0 and dimensional modelling techniques.
* Develop advanced SQL queries for data transformation, validation, and reporting.
* Ensure data quality, governance, and consistency across analytical solutions.
* Collaborate with business stakeholders, data engineers, and solution architects to deliver trusted data products.
* Support reporting, business intelligence, and advanced analytics initiatives.
* Identify opportunities to improve data processes, standards, and governance.


**Role Requirements**
* 5\+ years' experience in Data Analysis within enterprise environments.
* 5\+ years' experience in Data Modelling, including Data Vault 2\.0 and dimensional modelling.
* 5\+ years' experience working with Data Governance principles.
* Advanced SQL skills with strong experience in data transformation, profiling, and validation.
* Experience translating business requirements into technical data solutions.
* Strong analytical thinking and problem\-solving abilities.
* Excellent stakeholder engagement and communication skills.
* Ability to bridge business and technical teams to deliver high\-quality data solutions.


**Nice to Have**
* Experience with Azure Data Platform and Databricks.
* Exposure to enterprise data warehouses and modern cloud data platforms.
* Knowledge of Governance, Risk and Controls.
* Understanding of project management principles.
* Business writing and documentation skills.
* Previous experience within the banking or financial services sector will be advantageous.


 If you're passionate about data, enjoy solving complex business problems, and thrive in collaborative environments, we'd love to hear from you. Apply today and be part of a team that's driving data\-led innovation.

Analytical Engineer

Business Unit: Discovery Life
Function: Actuarial Sciences
Date: 27 Aug 2026
Actuarial Analyst \- Discovery Life
Product Development \& Implementation  

**About Discovery**Discovery’s core purpose is to make people healthier and to enhance and protect their lives. We seek out and invest in exceptional individuals who understand and support our core purpose, and whose own values align with those of Discovery. Our fast\-paced and dynamic environment enables smart, self\-driven people to be their best. As global thought leaders, Discovery is passionate about innovating to not only achieve financial success, but to ignite positive and meaningful change within our society.  

**About Discovery Life**
Discovery Life is an ever growing, fast\-paced, and dynamic environment that provides innovative risk assurance to individual clients. This environment thrives on customer engagement and customer experience as well as mutually beneficial relationships with our brokers. It is important for our employees to provide a world class service to our internal and external clients, thereby ensuring long and sustainable relationships  

**Key Purpose**
The primary focus would be, from a systems and actuarial point of view, to investigate and resolve issues encountered on Discovery systems, ensuring that the product and business rules are adhered to, and continuously improving and optimising processess. This position is crucial in ensuring that the existing products are functioning at a level that meets policyholder expectations, and that the integrity of the products remain intact. The role is unique as it acts as a bridge between the purely actuarial product development teams and the physical implementation on the system. It contributes a unique combination of actuarial and IT skills to the product development team. A major part of this role is to balance the pressures of client expectations with the defined product rules, and to coordinate a resolution from an actuarial, and a systems perspective.  

**Areas of responsibility may include but not limited to**
* Resolving defects and inconsistencies in product functions
* Balance the needs and expectations of the client, with intended product rules
* Identify and investigate root causes of recurring defects
* Develop automated tools for calculations and values checking
* Monitor the implementation of products and benefits
* Test and validate new products and benefits and their implementation on the system
* Inform and assist non\-technical teams on product rules and issues
* Provide expertise and guidance on specific product workings to management, and other actuarial teams
  

**Education and Experience**
**Essential:**
* Matric with Mathematics
* Bachelor of Science (BSc), Bachelor of Business Science (BBusSc) or equivalent degree in Actuarial Science
  

**Advantageous:**
* Computer science experience
* At least 1 years of working experience as an Actuarial Analyst within the Life Insurance industry
* A311 exam passed or exemption obtained
  

**Technical Skills and Knowledge**
**Essential:**
* Intermediate proficiency in MS Excel
* Knowledge on Data Analysis
* Intermediate IT and coding skills
* Strong mathematical, statistical, and analytical skills
* Strong interpersonal and communication skills
* Take initiative and learn quickly, while being adaptable
  

**Advantageous:**
* Knowledge of the Life Insurance market.
* Experience in working with Databases (SQL)
* Experience in Actuarial Modelling, Problem Solving, Data Analysis and information science

EMPLOYMENT EQUITY
  

  

The Company’s approved Employment Equity Plan and Targets will be considered as part of the recruitment process. As an Equal Opportunities employer, we actively encourage and welcome people with various disabilities to apply.

Actuarial Analyst

Join the Maziv family as our **Finance and Commercial Manager** and help shape the future of connectivity across South Africa. At Maziv, we believe in the power of human connection. We connect to positively impact lives, drive progress and shape a better future for all through cutting\-edge technology.



Our success is built on a **dynamic, forward\-thinking culture** where we prioritise our **people** and our **customers.**

  

**About Maziv**



The MAZIV Group is a leading force in South Africa’s digital infrastructure evolution, established through the strategic consolidation of multiple high\-impact broadband entities—including Dark Fibre Africa (DFA), Vumatel, Herotel, Rise Telecoms, SADV, VumaCam, and BritelinkMCT. Together, these businesses operate under a unified, wholesale open\-access platform that is transforming the accessibility, affordability, and scalability of broadband across urban, township, and rural South Africa.

  


**Join the family – be a Maverick!**



The **Finance and Commercial Manager** drive profitable growth for DFA wholesale products through pricing discipline, investment governance, and revenue assurance. Lead commercial finance partnering with Sales, Product, Network Planning, Billing, and Operations.



As a **DFA – Finance and Commercial Manager** you will be empowered to deliver the following:



Commercial leadership


* Own the annual plan and LRP for revenue, gross margin, opex, and capex by product and region.
* Chair a weekly deal desk. Validate pricing logic, SLA impacts, escalations, and discount approvals.
* Maintain the pricing catalog with floors and guardrails. Ensure CPI linkage and indexation terms.
* Define minimum viable deal metrics. EBITDA per route. Payback. NPV. Cash yield.
* Model customer lifetime value and retention economics. Align to churn and win\-back tactics.
* Run win\-loss analysis and maintain a clean funnel view with Sales.


Investment and portfolio


* Lead build vs lease vs light\-up business cases with transparent assumptions and scenarios.
* Operate stage\-gates. Concept. Feasibility. Business case. Execution. Close\-out with post\-investment review.
* Track route profitability and asset turns. Prioritise densification and upgrades tied to demand heatmaps.
* Publish a quarterly portfolio view that ranks projects by IRR, NPV, payback, and strategic fit.


Revenue assurance and working capital


* Map and govern the quote to cash process. Quote. Order. Provision. Billing. Collection.
* Design controls to prevent leakage. Correct service codes. Mediation checks. Usage reconciliation.
* Own indexation cycles and contract renewals. Deliver timely increases per contract terms.
* Partner with Billing and AR to reduce DSO. Set credit limits. Approve credit notes under policy.
* Report root causes of credit notes and disputes. Fix the source through process and system changes.


Analytics and systems


* Build a single source of truth for product and customer P\&L with unit cost drivers and margin bridges.
* Maintain model standards. Version control. Assumption library. Scenario toggles.
* Define and publish dashboards. Pipeline health. Price realisation. Margin bridge. Churn. SLA penalties.
* Lead data quality sprints with owners across ERP, billing, CRM, and network inventory systems.


Risk, legal, and regulatory


* Align commercial constructs with IFRS 15\. Variable consideration. Contract assets. Onerous terms.
* Assess lease vs service under IFRS 16 for IRUs and similar constructs.
* Partner with Legal on standard terms. SLAs, MTTR, service credits, liability caps, and step\-in rights.
* Manage Competition Act pricing conduct risks and exclusivity concerns. Maintain audit trails.
* Ensure POPIA compliance for customer and supplier data across BI models and reports.


People leadership and ways of working


* Lead analysts with clear rituals. Weekly pipeline. Monthly product P\&L. Quarterly strategy review.
* Coach pricing and modeling skills. Run peer reviews and maintain a knowledge base.
* Set documentation standards. Templates for deals, models, and post\-investment reviews stored centrally

  

**What makes YOU our ideal candidate:**

  


* Degree in Finance, Accounting, or Economics. CA(SA), CIMA, or CFA preferred.
* Six to ten years in telecom, wholesale infrastructure, or utilities in commercial finance roles.
* Advanced financial modeling with audit\-ready standards and sensitivity analysis.
* Deep knowledge of wholesale fibre products and unit economics.
* Deal desk or commercial governance experience with delivered outcomes.
* ERP and billing exposure such as SAP or Oracle and telecom billing platforms.
* Hands\-on with BI. Power BI or equivalent. SQL familiarity preferred.
* Clear communicator with executive presence. Strong stakeholder management.
* Leads teams. Coaches analysts. Sets high standards and meets deadlines.

  


**We can be a match if you are:**

  

* **Bold to create** \- We push boundaries and fail forward – because our customers need us to change the world – to make their lives better.
* **Do the right thing** \- Doing what’s right for our customers, our colleagues and our business drives everything we do.
* **Build trusted relationships \-** This means that every one of us has to work hard to trust and be trustworthy.

  



Growth \& Development FocusYou will have access to:  

Stimulating and dynamic **c****utting\-edge environment**  

**Training and resources** not only specific to the telecommunications sector, but importantly personal growth  

Opportunities to **network and collaborate**  

Opportunities to **innovate**  

Opportunities to clear **career growth** paths
  

**A people\-centric culture:** Be part of a diverse, customer\-excellence focused team that prioritizes **trusted relationships**
  

**Competitive benefits:** A comprehensive package designed to support your personal and professional well\-being.

  


**As part of the Maziv family, DFA** is actively shaping the future of connectivity across South Africa, and we're known as the home of the **Mavericks**.

Finance and Commercial Manager

**Role Overview:**




We are looking for a highly analytical, hands\-on **Spatial Data Analyst with Statistical Competency** to join our team, focussed within the property (primary) and retail (secondary) arms of the business. This role is designed for a self\-starter who loves digging into data, applying statistical principles to real\-world geography, and using modern tech to quickly bring data concepts to life.


In this role, you will bridge the gap between deep data interrogation, spatial analytics, and client\-facing prototyping. You won't just analyze data in isolation—you will query massive datasets, run statistical models in Python, and build lightweight, interactive dashboards to showcase your concepts to clients and internal stakeholders before we build them into production.




**Key Responsibilities:**

**1\.** **Data Interrogation \& Spatial SQL**

* Query, clean, and manipulate massive, complex datasets using SQL.
* Leverage Spatial SQL to perform geographic joins, buffer analyses, and distance calculations to understand spatial relationships.
* Investigate and profile data to identify anomalies, trends, and structural patterns.

 **2\. Statistical Analysis \& Modelling**

* Conduct exploratory data analysis (EDA) and run hypothesis tests using Python.
* Assist in the build and calibration of predictive and descriptive models (e.g., regression analysis, spatial clustering) to support our property and geographic risk engines.
* Translate complex statistical findings into practical, real\-world business insights.

 **3\. Rapid Prototyping \& Client POCs**

* Use Power BI (or Python\-based web frameworks) to quickly "hack together" interactive dashboards and Proof of Concept (POC) tools.
* Present raw data concepts visually to clients and stakeholders to gather feedback and prove business value before committing engineering resources.
* Design and maintain reports that track spatial trends and model performance.

 **Requirements** **Qualifications / Experience:**

* BSc or BCom (Hons preferred) in Statistics, Geoinformatics / GIS (with a strong stats focus), Econometrics, or a highly quantitative field
* 1 to 3 years of professional, hands\-on experience in a data\-heavy corporate or consulting environment.

**Technical skills:**

* **SQL:** Strong query\-writing skills are essential. You must understand database structures and have practical experience with Spatial SQL concepts (spatial joins, working with geometry/geography data types).
* **Python:** Proficient in Python for data manipulation and spatial analysis (geopandas, shapely, and GDAL).
* **Power BI:** Skilled in building interactive, user\-friendly dashboards, setting up data relationships, and writing DAX where needed.

**Non\-technical skills:**

* **Mindset:** A "builder" mentality. You enjoy tinkering with tools to find creative ways to visualize and solve problems. A passion/interest for the Automotive Industry

  

**Benefits** **Company overview:**


Lightstone is an intelligent solutions company with strong, industry\-specific expertise and core capabilities in data management, GIS, analytics, and software development.


We specialize in delivering integrated, online knowledge solutions, batch and real\-time data quality solutions.


We hire exceptional people and provide them with the environment where they can excel. Our non\-corporate culture encourages flexibility, collaboration, and innovation.


We pride ourselves in our core values to Encourage Participation, Respond to Changing Needs and Win Together, which are reflected in each development, project, product, or service we undertake to deliver.

**What we offer:**

* **Rich Datasets**: Work with some of the most comprehensive property, automotive, and spatial datasets in South Africa.
* **Fast\-Paced Innovation:** A collaborative space where you can quickly test out new ideas, build prototypes, and see your work impact real clients immediately.
* **Mentorship \& Growth:** Learn from senior data scientists and GIS experts in a supportive, hybrid environment.
* Market\-related salary
* 25 days Leave
* Hybrid working model

**What will you do?**
---------------------

As the **Actuarial Specialist** \- Pricing, you will own technical pricing solutions for allocated products and channels. You will be accountable for the full delivery lifecycle \- from data preparation and model development through rating\-engine implementation, monitoring, and corrective action \- and for ensuring that implemented models support sound risk selection and sustainable profitability.


**What will you be responsible for?**
-------------------------------------

**Technical Model Ownership**
-----------------------------

* Own technical pricing models for allocated products and channels, including their design, development, validation, implementation, monitoring, maintenance, and continuous improvement.
* Apply appropriate actuarial and statistical techniques, including GLMs, GBMs, and credibility methods, using tools such as Python, R, and SQL.
* Challenge model assumptions, structures, and performance, incorporating underwriting, claims, market, and business insights.
* Drive innovation by testing emerging modelling techniques and tools.
* Manage model documentation, peer review, validation, version control, sign\-off, and audit readiness.


**Pricing Performance and Commercial Outcomes**
-----------------------------------------------

* Own Actual versus Expected (AvE) and pricing performance monitoring for allocated products and channels, including the development and maintenance of relevant dashboards.
* Take accountability for the profitability and rate adequacy outcomes of implemented models, identify emerging deterioration, and drive corrective pricing action.
* Translate complex analysis into clear commercial insights, decisions, and actionable pricing recommendations, articulating the implications and trade\-offs to stakeholders.

Rating Implementation, Data, and Innovation
  

* Take responsibility for the integrity and fitness for purpose of pricing data, proactively identifying data\-quality issues and coordinating their resolution with relevant teams.
* Investigate new internal and external data sources and assess their value for pricing, risk differentiation, and portfolio management.
* Introduce automation and innovation across data preparation, modelling, rating, implementation, and monitoring to improve quality, scalability, control, and speed of delivery.


**Rating Implementation, Data, and Innovation**
-----------------------------------------------

* Take responsibility for the integrity and fitness for purpose of pricing data, proactively identifying data\-quality issues and coordinating their resolution with relevant teams.
* Investigate new internal and external data sources and assess their value for pricing, risk differentiation, and portfolio management.
* Introduce automation and innovation across data preparation, modelling, rating, implementation, and monitoring to improve quality, scalability, control, and speed of delivery.


**Delivery and Technical Leadership**
-------------------------------------

* Project\-manage pricing initiatives and model deliveries by establishing delivery plans, coordinating dependencies and stakeholders, prioritising delivery items, managing risks and issues, and achieving agreed milestones.
* Mentor and provide technical guidance to junior analysts, reviewing work and building their technical, commercial, and delivery capability.
* Build effective relationships across underwriting, claims, product, distribution, technology, and portfolio teams, influencing stakeholders to support sound pricing decisions.


**What do you need?**
---------------------

* Bachelor’s degree in Actuarial Science, Statistics, or a similar quantitative qualification.
* A minimum of eight actuarial exemptions or examinations, or equivalent demonstrated actuarial capability.
* Three to seven years’ relevant actuarial or pricing experience, preferably within a short\-term insurance pricing environment.
* Demonstrated experience developing, validating, documenting, and implementing risk\-based pricing models end to end, including rating\-engine deployment.
* Strong technical pricing and modelling capability; GLMs are essential, with GBMs or other advanced techniques advantageous.
* Proficiency in SQL and at least one of Python or R, with the ability to build reproducible and automated analytical processes.
* Strong understanding of pricing performance metrics, including AvE, rate adequacy, loss ratio, profitability, conversion, and retention.
* Strong analytical judgement and the ability to translate technical results into practical commercial decisions.
* Proven project\-management and delivery skills, including planning, prioritisation, dependency management, stakeholder coordination, and delivery across multiple workstreams with limited oversight.


**Build a successful career with us**
-------------------------------------

We’re all about building strong, lasting relationships with our employees. We know that you have hopes for your future – your career, your personal development and of achieving great things. We pride ourselves in helping our employees to realise their worth. Through its five business clusters – Sanlam Fintech, Sanlam Life and Savings, Sanlam Investment Group, Sanlam Allianz, Santam, as well as MiWay and the Group Office – the group provides many opportunities for growth and development.


**Turnaround time**
-------------------

The shortlisting process will only start once the application due date has been reached. The time taken to complete this process will depend on how far you progress and the availability of managers.


**WHO ARE WE**
--------------

Santam is Africa’s leading general insurance company with a market share exceeding 24% in South Africa, representing R41\.3bn in GWP in 2024\. With over 106 years of experience and the data depth to match we offer a great opportunity to transform complex information into powerful insights that shape products, pricing, and the future of insurance throughout the industry.

  

We’ve been named Top Employer for four consecutive years, recognised for our progressive people practices and unwavering commitment to helping our employees thrive, grow, and perform with purpose.

  

We’re looking for smart, curious minds who want to dig deep into data, ask bold questions, and build strategies that drive real meaningful change in the business.

Data Analyst Jobs in Sandton - Page 3

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