215 Data Analysis jobs in South Africa
SENIOR ANALYST MARKET SURVEILLANCE AND DATA ANALYSIS DEPARTMENT
Posted 1 day ago
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Job Description
Purpose of the Job:
To analyse data systems, create automated systems to retrieve information from database and compile reports. The department will also use data to solve problems, to turn data into information and information into insight that will lead to informed business decisions, and to create detailed specifications that specify data sources, data flows, data transformations, data storage and reporting. The person appointed to this position will report to the Senior Specialist: Data Analysis.
Key Performance Areas:
•Create detailed specifications that specify data sources, data flows, data transformations, data storage and reporting;
•Produce documentation such as source-to-target-maps, data dictionaries and data models;
•Create test cases and scenarios used to ensure quality assurance;
•Interact and collaborate with technical and business stakeholders to identify data sources, find data definitions for master and meta data as well as formulate and implement solutions;
•Promote the use of existing enterprise data standards to enhance data quality, ensure constant compliance and adherence to data governance principles;
•Process live and confidential data according to specified guidelines;
•Evaluate changes and updates to source production systems that could impact reporting and eventually business decisions;
•Interpret data, analyze results and interpret trends enabling continuous improvement in data quality and overall business performance;
•Defines, implements and standardises metrics, reports and dashboards for the business;
•Deliver key metrics, reports and dashboard with interpretation.
Other Key Competencies:
The applicant must demonstrate the following skills and attributes: active listening, critical thinking, analytical thinking, attention to detail, strong financial and numeracy skills, proficiency in using Ms office, excellent communication skills, good interpersonal skills and emotional intelligence. The candidate must have the ability to establish priorities and manage several tasks.
The FSCA is committed to increasing the representation of marginalised groups in line with its transformation strategy. Persons with disabilities are encouraged to apply.
Please note that correspondence and communication will only be conducted with short listed candidates and that the FSCA reserves the right not to appoint if a suitable candidate is not identified.
A degree or B Tech in Information and Communication Technology (ICT) or a related discipline with at least 4 years’ working experience in a field where analysis of data was major, preferably in a financial services sector. Proven experience building logical and physical data models using industry best practices, patterns and frameworks. Demonstrate knowledge of database and data warehouse design. Knowledge of BI methodologies. Practical technical experience using database management tools and reporting tools.
Closing Date: 24 July 2025
Business Intelligence Business Analyst
Posted 5 days ago
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Business Intelligence Business Analyst (BIBA)
We have an opportunity for a Business Intelligence Business Analyst (BIBA) for our client based in Johannesburg and Cape Town.
The role will ensure alignment between Product Owners, data chapter, and data squad teams and produce a comprehensive functional specification from business requirements by maintaining a high level of in-depth knowledge regarding analytics and other relevant data concepts.
Minimum Requirements- Bachelor's Degree in Computer Science or similar fields (Information Systems, Big Data, etc.).
- AWS Certification would be advantageous.
- At least 5 years of proven experience in drafting functional specifications.
- At least 5 years of proven BI Business Analysis, data design, and systems analysis experience in a data and analytics environment.
- At least 5 years of stakeholder engagement experience for identifying and specifying business requirements.
- At least 5 years of liaising between business and functional stakeholders; translating requirements experience.
- 3+ years of Business Information Business Analysis experience in a finance / banking environment.
- Martech (Marketing Technology) experience advantageous.
- Related technical certifications.
- Knowledge of Agile methodologies and project management practices, including Scrum, Kanban, and Lean.
- Excellent communication, collaboration, and problem-solving skills.
- Ability to work independently and in a team environment in an Agile framework.
- Strong analytical and critical thinking skills.
- Identify, clarify, and agree on data and analytics requirements.
- Liaise with Product Owners to understand and document their data and analytics requirements, performing analytical processes and measures related to the processes.
- Adopt multiple actions with stakeholders to elicit requirements using interviews, document analysis, requirements workshops, surveys, business process descriptions, user cases, scenarios, and business analysis.
- Provide functional knowledge and expert input during planning, design, and implementation phases of projects and initiatives between Data Chapter, Data Squad, and business.
- Assist stakeholders (e.g., Product Managers) with data-related scoping and planning.
- Apply end-to-end best practices to deliver data and analytics requirements.
- Ensure appropriate testing is done and provide the business with assistance during user acceptance testing.
- Provide the business with functional and technical assistance during data and analytics implementations.
- Apply business and data and analytics functional knowledge to identify possible improvement opportunities and motivate with business.
- Own personal continued professional development to remain current with data and analytics industry trends, particularly around data and analytics tools and technologies.
- Analyze, understand, and document relevant data and analytics technical requirements; perform data modeling and map the analytic solution to the relevant data sources.
- Work closely with the Data Architect(s) and Data Modeller(s) to design, refine, and implement analytic solutions in order to execute the functional design of the relevant data and analytics solution, including reports and dashboards.
- Provide input to data governance and data and analytics quality assurance; identify and communicate all risks.
- Perform functional testing and data validation of reports and other data and analytics deliverables before presenting them to business users.
- Apply data and analytics functional knowledge to identify and motivate possible data and analytics support / improvements.
- Facilitate the Data Product Life Cycle and application of best practice / process.
- Act as the custodian of the reporting catalogue; maintain the information framework and reports.
- Facilitate the process between all teams regarding data governance and processes.
Business Intelligence Business Analyst
Posted 6 days ago
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Job Description
Responsibilities and KRA’s:
- Identify, clarify, and agree on data and analytics requirements.
- Liaises with POs to understand and document their data and analytics requirements; performing analytical processes and measures related to the processes.
- Adopts multiple actions with stakeholders to elicit the requirements; uses interviews, document analysis, requirements workshops, surveys, business process descriptions, user cases, scenarios, and business analysis.
- Provides functional knowledge and expert input during planning, design and implementation phases of projects and initiatives between Data Chapter, Data Squad, and business.
- Assists stakeholders (e.g. Product Managers) with data-related scoping and planning.
- Applies end-to-end best practices to deliver data and analytics requirements.
- Ensures appropriate testing is done and provides the business with assistance during user acceptance testing.
- Provides business with functional and technical assistance during data and analytics implementations.
- Applies business and data and analytics functional knowledge at all times to identify possible improvement opportunities and motivate with business.
- Owns personal continued professional development to remain current with data and analytics industry trends, particularly around data and analytics tools and technologies.
- Analyses, understands, and documents relevant data and analytics technical requirements; performs data modeling and maps the analytic solution to the relevant data sources.
- Works closely with the Data Architect(s) and Data Modeller(s) to design, refine, and implement analytic solutions to execute the functional design of the relevant data and analytics solution; including reports and dashboards.
- Provides input to data governance and data and analytics quality assurance; identifies and communicates all risks.
- Performs functional testing and data validation of reports and other data and analytics deliverables before presenting to business users.
- Applies data and analytics functional knowledge at all times to identify and motivate possible data and analytics support/improvements.
- Facilitate the Data Product Life Cycle and application of best practices/processes.
- Acts as the custodian of the reporting catalog; maintains the information framework and reports.
- Facilitates the process between all teams regarding data governance and processes.
- At least 5 years of proven experience in drafting functional specifications
- At least 5 years of proven BI Business Analysis, data design, and systems analysis experience in a data and analytics environment
- At least 5 years of Stakeholder engagement to identify and specify business requirements experience.
- At least 5 years of Liaising between business and functional stakeholders; translating requirements experience
- 3+ Years of Business Information Business Analysis experience in a finance/banking environment
- Bachelor’s Degree in Computer Science or similar fields like Information Systems, Big Data, etc would be advantageous.
- AWS Certification would be advantageous
- Martech (Marketing Technology) experience advantageous
- Related Technical certifications
- Knowledge of Agile methodologies and project management practices, including Scrum, Kanban, and Lean
- Excellent communication, collaboration, and problem-solving
- Ability to work independently and in a team environment in an Agile framework
- Strong analytical and critical thinking skills
Business Intelligence Business Analyst
Posted 6 days ago
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Job Description
We have an opportunity for a Business Intelligence Business Analyst (BIBA) for our client based in Johannesburg and Cape Town. The role will ensure alignment between Product Owners, data chapter, and data squad teams and produce a comprehensive functional specification from business requirements by maintaining a high level of in-depth knowledge regarding analytics and other relevant data concepts.
Minimum Requirements- Bachelor’s Degree in Computer Science or similar fields (Information Systems, Big Data, etc.) would be advantageous.
- AWS Certification would be advantageous.
- At least 5 years of proven experience in drafting functional specifications.
- At least 5 years of proven BI Business Analysis, data design, and systems analysis experience in a data and analytics environment.
- At least 5 years of stakeholder engagement experience for identifying and specifying business requirements.
- At least 5 years of liaising between business and functional stakeholders; translating requirements experience.
- 3+ years of Business Information Business Analysis experience in a finance/banking environment.
- Martech (Marketing Technology) experience advantageous.
- Related technical certifications.
- Knowledge of Agile methodologies and project management practices, including Scrum, Kanban, and Lean.
- Excellent communication, collaboration, and problem-solving skills.
- Ability to work independently and in a team environment in an Agile framework.
- Strong analytical and critical thinking skills.
Identify, clarify, and agree on data and analytics requirements. Liaise with Product Owners to understand and document their data and analytics requirements, performing analytical processes and measures related to the processes. Adopt multiple actions with stakeholders to elicit requirements using interviews, document analysis, requirements workshops, surveys, business process descriptions, user cases, scenarios, and business analysis. Provide functional knowledge and expert input during planning, design, and implementation phases of projects and initiatives between Data Chapter, Data Squad, and business. Assist stakeholders (e.g., Product Managers) with data-related scoping and planning. Apply end-to-end best practices to deliver data and analytics requirements. Ensure appropriate testing is done and provide the business with assistance during user acceptance testing. Provide the business with functional and technical assistance during data and analytics implementations. Apply business and data and analytics functional knowledge to identify possible improvement opportunities and motivate with business. Own personal continued professional development to remain current with data and analytics industry trends, particularly around data and analytics tools and technologies. Analyze, understand, and document relevant data and analytics technical requirements; perform data modeling and map the analytic solution to the relevant data sources. Work closely with the Data Architect(s) and Data Modeller(s) to design, refine, and implement analytic solutions in order to execute the functional design of the relevant data and analytics solution, including reports and dashboards. Provide input to data governance and data and analytics quality assurance; identify and communicate all risks. Perform functional testing and data validation of reports and other data and analytics deliverables before presenting them to business users. Apply data and analytics functional knowledge to identify and motivate possible data and analytics support/improvements. Facilitate the Data Product Life Cycle and application of best practice/process. Act as the custodian of the reporting catalogue; maintain the information framework and reports. Facilitate the process between all teams regarding data governance and processes.
#J-18808-LjbffrBusiness Intelligence Business Analyst
Posted 6 days ago
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Job Description
Reverside is a Global ICT company focusing on Digital Engineering, Integration, Cyber-Security, Cloud and Digital Transformation services with delivery centres in Johannesburg and Cape Town, South Africa and Gurgaon, India. Reverside has its Global Headquarters in South Africa and is a B-BBEE Level 1 IT consulting & services organization. Reverside was founded in 2006 and has since grown to a strong team of over 300+ consultants, serving more than 40+ active clients globally.
Description
Reverside is an IT services provider; we are always looking for professional candidates to join our team in Software Development, providing opportunities to work on exciting projects, within our well-established client base. We are looking for a Business Intelligence BA Professional with 2-5 years solid experience.
Key purpose
The primary function of this job is to understand the information requirements and business processes of a client in order to write data warehouse and reporting specifications. As the business analyst in this role you will be expected to take ownership of the solution and be involved in each step of the SDLC process to ensure that the proposed warehouse/dashboard solution meets the client needs.
You will be required to:
- Understand at a detailed level how certain business processes work (Interviewing stakeholders).
- Identify, analyze and document business requirements.
- Analyze source systems and understand how information is stored and related based on the business processes (interviewing source system analysts and architects).
- Catalog and communicate the structure and content of data.
- Provide meaningful descriptions for individually named data objects.
- Produce source to target mapping documentation.
- Undertake detailed data profiling.
- Document data quality issues and work with stakeholders to formulate resolution strategies.
- Propose/assist in solutions and create logical data models for BI source implementations.
- Write dashboard/report specifications once mock-up has been agreed.
- Play an active supporting role during the development of the warehouse.
- Play an active supporting role during the development of the report/dashboard.
- Assist the Quality Assurance team to produce test plans, test cases and test scripts and write test specifications (when necessary) to ensure quality of the solution.
- Assist with testing to ensure quality of the solution (Unit, functional and data testing).
Experience
- 2-5 years of experience as business/systems analyst in building large scale data warehouses.
- 2-5 years of experience as business/systems analyst in building reports and dashboards.
- Strong analytical skills and solid experience in writing functional and technical specifications.
- Sound understanding of data modelling, both logical and physical models.
- Exposure to ETL design.
Skills
- Excellent SQL query writing experience.
- Good communication (verbal and written).
- Great attention to detail.
- MS Office (Word, Excel, PowerPoint, Access).
- MS SQL.
- MS Visio.
- Analytical.
- Data Warehousing.
- Business Analytics.
Qualifications:
- Matric.
- Relevant tertiary qualification: Bachelor of Science (Computer Science) or Bachelor of Commerce (Informatics) or any other relevant certification or diploma.
Advantageous:
- Diploma in Business Analysis.
Competencies:
- Relating and Networking.
- Persuading and Influencing.
- Presenting and Communicating Information.
- Writing and Reporting.
- Applying Expertise and Technology.
- Analyzing.
- Learning and Researching.
- Delivering Results and Meeting Customer Expectations.
- Following Instructions and Procedure.
- Adapting and Responding to Change.
- Coping with Pressure and Setbacks.
Business Intelligence Business Analyst
Posted 23 days ago
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Job Description
Our client is seeking a skilled Business Intelligence Business Analyst (Biba) to join their team. You will be responsible for eliciting requirements from stakeholders, developing dashboards and KPIs, and presenting findings effectively. Experience in the insurance or banking industry is highly desirable, as is familiarity with regulatory compliance and data governance. You will ensure alignment between business, product managers, data and analytics teams, and produce a comprehensive functional specification
Ideal Candidate
- At least 5 years proven experience within information systems business intelligence and data warehousing environment
- At least 5 years proven experience in drafting Business Requirement Specifications/Documents and translating requirements between business and functional stakeholders
- Experience in Business Analysis using various techniques to describe business needs e.g. conceptual model, ERD, Test Cases, Data Flows, UML models, Data Dictionary, Business processes flows, etc.
- Able to perform data analysis and determine the impact and next steps required
- Able to identify and classify data exposure risk from the relevant legislation
- A relevant tertiary qualification in Information Technology /Systems
- Certification in Business Analysis
- Commercial Thinking Skills
- Interpersonal & Relationship management Skills
- Facilitation Skills
- Problem solving Skills
- Clear credit and criminal record
Should you not receive a response from us within one week of your application, your application has unfortunately not been successful.
Manager, Business Intelligence
Posted 6 days ago
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Job Description
Standard Bank Group is a leading Africa-focused financial services group, and an innovative player on the global stage, that offers a variety of career-enhancing opportunities – plus the chance to work alongside some of the sector’s most talented, motivated professionals. Our clients range from individuals, to businesses of all sizes, high net worth families and large multinational corporates and institutions. We’re passionate about creating growth in Africa. Bringing true, meaningful value to our clients and the communities we serve and creating a real sense of purpose for you.
Job Description
Provision of reporting, insights and analytics for Standard Insurance Limited across the customer journey (e.g. originations, premium collections, claims, service , retentions) in order to inform business decision making & strategy formulation.
To enable the business to access and interpret reports and dashboards, and to efficiently and effectively utilise the available reporting tools.
To drive the automation of relevant production reports to ensure efficiency and accuracy of reports.
Qualifications
Qualifications
Minimum Qualifications
Type of Qualification: First Degree
Field of Study: Information Technology
Type of Qualification: Post Graduate Degree
Field of Study: Information Technology
Experience Required
5-7 years
This role requires at least 7 years of experience in customer data and information lifecycle with an understanding of BI technologies and practices.
Experience must include implementation of large-scale projects.
Experience in banking and insurance industry will be advantageous.
Additional Information
Behavioral Competencies:
- Articulating Information
- Developing Expertise
- Embracing Change
- Examining Information
- Generating Ideas
- Interacting with People
- Interpreting Data
- Meeting Timescales
- Producing Output
- Providing Insights
- Pursuing Goals
- Taking Action
- Financial Analysis
- Data Analysis
- Data Integrity
- Knowledge of Banking & Financial Service
- Knowledge Management
- Managing Promotional Items
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Business Intelligence Analyst
Posted 2 days ago
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We're on the lookout for energetic, self-motivated individuals who share our passion for service in the banking industry. To be part of the journey, follow the steps below:
1.To see what life at Capitec is all about and complete a short assessment, pleaseclick here!
2. Once you have completed the above finalize your application by clicking apply below.
We appoint energized and motivated people for their potentialandcontinuously look fortalented, driven individualstohelp usinnovate and evolve.That is why we focus on finding the right people for the right jobs. We love what we do because we focus on making a positive difference for our clients and employees. Our company DNA is built around talented and committed teams dedicated to build a brand that we are proud of and earns the trust of our clients.
Who We AreWe are a bank, but we’re much more than that.We believe that banking is about enabling peopleto control their financial lives through banking that is simplified, accessible, affordable and delivered through personal experience. By helping our clients manage their financial lives better, we enable them to live better.
Why Choose UsAt Capitec, we offer our best by living up to our CEO values in every situation – we always put theClient first, act withEnergy andtakeOwnership.And to support people in beingtheir best,our Employee Value Propositionoffersevery value to all team members through cohesive teams, growth opportunities as well asemployee benefitsand savings. We make it a priority toensure that each member of the Capitec team feels welcome, valued, focused, and has the opportunity to grow
About The RoleTheBusiness Intelligence Analystrole is designed to create value for the product line by addressing client and business challenges through data analysis. This position involves leveraging data and analytical skills to generate insights that enable senior decision-makers to make informed decisions more quickly.
Our Ideal Candidate- At least 5years of experience in a similar role.
- Experience and knowledge of the ETL (extraction, transform, load) data flow
- Experience in identifying, quantifying, and subsequently delivering value on how to solve business challenges using data
- Experience in working with data on cloud platforms, such as AWS or Microsoft Azure
- Experience in building data visualizations using tools such as Power BI
- Experience with stakeholder engagement
- Experience in data quality and incident management
- Understanding of agile project management and experience with tools such as Jira
- Commercial Thinking Skills
- Facilitation Skills
- Numerical Reasoning skills
- Presentation Skills
- Clear criminal record
- Clear credit record
If you are interested in being part of this dynamic team, on a mission to build the best bank in the world through unlocking the potential of its people, please apply. We would love to hear from you!
Capitec is committed to diversity and, where feasible, all appointments will support the achievement of our employment equity goals
Capitec is committed to diversity, applications to this position will strictly be considered in support of our employment equity goals.
Capitec Bank is an authorised financial services provider (FSP 46669) and registered credit provider (NCRCP13). Capitec Bank Limited Reg. No: 1980/003695/06
#J-18808-LjbffrBusiness Intelligence Analyst
Posted 3 days ago
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Job Description
To understand the business environment and requirements in order to analyze data and provide relevant analytical and quantitative insights to the business for operational, tactical, and strategic decision-making.
Hello Future Business Intelligence Analyst
Welcome to FNB, the home of the #changeables. We design for shapeshifters and deliver products and services that make us proud of the people who make it happen.
As part of our talent team, you will be surrounded by unique talents, diverse minds, and an adaptable environment that fosters curiosity. Now's the time to imagine your potential in a team where experts come together to ignite effective change.
Are you someone who can :
- Design, develop, and maintain the knowledge and information management and business intelligence architecture, by assessing document requirements and validating with stakeholders
- Design and generate BI reports to provide analytical and quantitative insights for improved operational, tactical, and strategic decisions
- Create reports to enhance efficiencies within the business
- Support and contribute to tactical business strategies and execute relevant BI projects aligned with strategic objectives, including performance measures and control systems to track progress
- Drive business profitability through effective delivery of BI solutions, managing time and costs efficiently
- Integrate data assets from data science, analytics, and data teams into business processes
- Promote efficiencies by sharing tools and solutions built by Data & Analytics teams, leveraging existing resources before creating new ones
- Extract data from various sources for profiling and creating technical BI requirements (e.g., source-to-target mapping)
- Resolve medium to complex data queries as needed
- Liaise with Business Analysts and stakeholders to produce BI requirements documentation and obtain sign-off
- Provide business summaries to support strategic, tactical, and operational decision-making
- Analyze information to generate insights on bank products, channels, service levels, trends, or customers
- Collaborate with stakeholders on project requirements within specified timeframes and specifications
- Participate in new projects, define, document, and design BI solutions according to business needs, and handle ad-hoc information requests
- Support the setting of the team’s intellectual agenda and create conceptual frameworks across projects
- Share knowledge and ideas for new or improved data products in the BI environment
- Provide expertise to stakeholders in your area of specialization
- Maintain the BI repository
You will be an ideal candidate if you :
- Hold a relevant Degree in Information Technology, Computer Science, Engineering, or a Business Analysis Diploma
- Have 3 to 4 years of related BI experience, preferably including Data Analytics
- Can pass a credit record check in accordance with the National Credit Act (NCA)
You will have access to :
- Opportunities to network and collaborate
- A challenging working environment
- Opportunities to innovate
We can be a match if you are :
- Analytical
- Technology savvy
- Skilled in stakeholder management (problem solving/customer service)
- Capable of interpreting and analyzing data
If you're interested in taking the next step, we look forward to engaging with you further. Apply now!
Please note applications will not be accepted after 16/07/2025. Submit your application before the deadline.
All appointments will adhere to FirstRand Group’s Employment Equity plan. The Bank supports the recruitment and advancement of individuals with disabilities. Candidates may voluntarily disclose disability information, which will be kept confidential unless legally required to disclose.
#J-18808-LjbffrBusiness Intelligence Developer
Posted 3 days ago
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This career opportunity is available at Santam Client Solutions for the Business Intelligence Developer who will be based in Cape Town.
What will you do?We're looking for a BI Analyst–Developer who thrives at the intersection of business and data. This is a dual-role position where you will support business stakeholders day-to-day and also design and build scalable Power BI reporting solutions that drive insight and decision-making.
You’ll be embedded into specific business areas (e.g., sales, servicing, retetions) on a rotating basis to:
- Assist with ad-hoc data questions
- Troubleshoot report issues
- Translate business requirements into clear BI solutions
- Build and maintain Power BI reports and dataflows
You’ll work as part of a growing BI team that is transforming a legacy Excel-based reporting setup into a scalable, governed Power BI environment.
What will make you successful in this role?KEY RESPONSIBILITIES:
Business Support
- Serve as the first point of contact for business users in your assigned department
- Answer ad-hoc data queries, support decision-makers, and guide users on interpreting reports
- Work closely with stakeholders to clarify reporting requirements
- Proactively identify reporting gaps or improvement opportunities understand needs and translate into reporting solutions
- Facilitate monthly reporting processes that rely on data (commissions, management reporting and monthly analysis)
Business Support
- Design and develop Power BI dashboards and reports based on business needs
- Build dataflows and transform data using Power Query (M) and DAX
- Ensure data is accurate, consistent, and follows BI governance standards
- Help migrate existing Excel-based reports into automated, scalable Power BI assets
- Participate in peer reviews and team-based development work
WHAT YOU NEED TO SUCCEED:
Technical Must-Haves
- 2+ years’ experience with Power BI development
- Strong Power Query (M) and DAX skills
- Strong SQL skills and understanding of relational databases
- Experience working with Power BI Service and Dataflows
- Familiarity with Power BI Premium Capacity
- Exposure to Agile tools like Jira/DevOps for managing tasks (advantageous)
- Bonus: Exposure to Microsoft Fabric or Power Automate
- Bachelor's degree in Information Systems, Stats, Commerce, or related field (preferred)
- 2+ years of BI or analytics experience in a business-facing environment
- Drives results
- Deciding and initiating action
- Leading and supervising
- Client focus
- Flexibility and adaptability
- Cultivates innovation
- Strategic decision making
- Analytical thinking
- Business acumen
- Coaching and development
Santam is the market leader in the general insurance industry in Southern Africa. We are a large, diversified, expanding and transforming company and whilst based in South Africa, we are rapidly moving into a number of emerging markets, both in Africa and Asia.
Our success is rooted in our passion for our clients and everything we do is centered on our delivery of Insurance Good and Proper. We’re about people. People drive our business so it follows that we want to recruit the best people possible whether they work for us permanently or for a short time as temporary employees.
At Santam we are committed to transformation and embracing diversity. This commitment is what drives us to achieve a diverse workplace with employment equity as a key goal to create an inclusive workforce, representative of the demographics of our society. In achieving our employment equity goals we give preference to applicants from the designated groups in alignment with the Divisions Employment Equity targets.
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