Data Engineer : Ingestions Squad (Group Data & Ml Platform Tribe)

Software Engineer - Data, Group Data & ML Platform Tribe Location: Bellville, Western Cape, ZA

Who are we? Sanlam Group Technology is responsible for the provision of a digitally enabled technology service as a group COE, drive business and transformation and provide group-wide digital and data architecture. We operate the various technology platforms and shared services, ensure Cyber and Information Security resilience, and act as technology governance and risk orchestrator for technology across Sanlam.

We're a newly created engineering organisation on a mission to empower and accelerate autonomous value creation through insights and ML across the group. Our main users are the data scientists and analysts who sit inside the business units and support them in developing and re-developing their financial and digital products to better meet the needs of our clients and our shareholders. Our other users are the data management and data product teams who produce the data sets analysts and scientists need to launch straight into their work.

The tribe is made up of 3 different engineering squads covering everything from how we ingest and store data, to how we develop and share ML artefacts and insights. We have one for ingestions, one for data storage and processing and one for insights & ML tooling. We have one data engineering talent pipeline for the whole tribe, where placements into specific squads are explored later in the interview process based on squad needs and candidate abilities. Data engineers report to the tech leads of the squad they are embedded into.

What will make you successful in this role? What success will look like for you 12 months into the role. (Ingestions Squad) Built configurable data ingestion platforms to collect and protect data from any source within two weeks or less. The team has bought and built to assemble a tool soup of persistent and secure ingestion tools, optimized for cost efficiency, with reliability as a non-negotiable standard. Success will be measured by the consistent achievement of the two-week ingestion target while maintaining high reliability and security. (Data products empowerment squad) Simplified data transformation and product development for the platforms SQL only users. Developed solutions that allow SQL-only users to easily schedule and orchestrate complex data transformation processes, such as through Directed Acyclic Graphs (DAGs). Success will be measured by the 100% adoption of your tools by platform users, the full deprecation of custom solutions and stored procedures, and the reliable orchestration of multi-stage transformation processes underlying our company-wide data products. (Insights & ML tooling squad) Accelerated the development of insights and ML models by analysts and data scientists across the company. Built systems that empower analysts and data scientists to produce the insights and ML models needed to drive customer and commercial success with minimal engineering skills and platform friction. Success will be measured by the number of successful deployments of insights and models per month that directly contribute to improving our business success metrics. Engineered the platform for observability and performance. Made your systems observable from the outside, taking ownership of their performance. Facilitated real-time tracking of the system's internal state through logs, metrics, and traces. Defined clear and measurable Service Level Indicators (SLIs) and Service Level Objectives (SLOs), and integrate these into team OKRs to drive excellence. Success will be measured by meeting or exceeding defined performance and reliability benchmarks, and the quick identification and resolution of issues. Engineer the platform with privacy and security by design. Secured the platform through compliance engineering initiatives that reduced the time and cognitive load related to compliance. Implemented our Data Governance and Privacy policies effectively, leveraging encryption, firewalls, VPCs, Role Based Access Control and IAM integrations such as Active Directory. Success will be measured by the platform's adherence to security and privacy standards, with minimal compliance overhead for users. Leveraged containerization and infrastructure as code. Implemented containerization strategies and infrastructure as code (IaC) practices to ensure scalable, repeatable, and efficient deployment of data services. Utilized tools like Docker and Terraform to automate infrastructure management and streamline the development pipeline. Success will be measured by the consistency and reliability of deployments, reduced deployment times, and increased system scalability. Qualification Matric
National Diploma in an Information Technology related discipline or a bachelor's degree in computer science, Statistics, Informatics, Information Systems, or a quantitative field will be recommended.

Experience 5+ years' experience as a data engineer in data platform or service engineering team with at least 2 in a modern context with cloud technologies. Track record of high impact and investing in your own development.

Skills and Thinking Preference You look for ways to do, instead of reasons not to. You are high agency, high ownership in everything you do. You know we own our future, only we can make it happen. If you find something that keeps us from our mission, you own it or work collaboratively with others until you find the right owner of it. Where some see impossible, you see a way. You have the strong conviction in our ability to innovate and bring financial services, and financial confidence to everyone across the continent. You turn obstacles into opportunity, chance into change. You move fast and fix things. You publish early and often, when you fail you learn and go again. You know that speed gives you the licence to fail, because you're moving fast enough to correct course. You love creating more with less. Knowing that the biggest impact is born of the smallest acts, scale is built into your thinking from day 1. This is not about meeting the needs of thousands; it's about exceeding the needs of millions. And working through small and mighty teams is way we'll do it. You seek out and value different perspectives. Believing that when we change how we look at things, how things look for us also changes. Making tomorrow not just different, but better. Personal Attributes Plans and aligns - Contributing through others

Optimises work processes - Contributing through others

Collaborates - Contributing strategically

Resourcefulness - Contributing strategically

Tech savvy - Contributing strategically

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.

Core Competencies Cultivates innovation - Contributing through others

Customer focus - Contributing through others

Drives results - Contributing through others

Collaborates - Contributing through others

Being resilient - Contributing through others

Our commitment to transformation The Sanlam Group is committed to achieving transformation and embraces diversity. This commitment is what drives us to achieve a diverse, inclusive and equitable workplace as we believe that these are key components to ensuring a thriving and sustainable business in South Africa. The Group's Employment Equity plan and targets will be considered as part of the selection process.

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