ML Engineer
Nedbank|Posted 1 day ago
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Skills and experience
Location and salary
Role description
To design, prototype, and build next-generation analytic engines and services by applying strong expertise in Artificial Intelligence (AI).
• Implement AI and ML solutions and establish system operations and maintenance structures.
• Provide strategic and operational advice to the stakeholders regarding AI/ML infrastructure to serve current and future needs.
• Transform data science prototypes and optimise machine learning solutions for scalability and deployment into production.
• Design dynamic ML models and systems which have the ability to train, retrain themselves whenever required.
• Periodically evaluate the ML systems and ensure that end solutions are in alignment with corporate and IT strategies.
• Evaluate the variations in data distribution that affects the model performance.
• Understand and use computer science fundamentals, including data structures, algorithms, computability and complexity and computer architecture.
• Demonstrate end-to-end understanding of applications (including, but not limited to, the machine learning algorithms) being created.
• Apply machine learning algorithms and libraries.
• Lead on software engineering and software design.
• Able to produce end to end designs (infrastructure, security, networks, etc) and work with other engineering leads to ensure all aspects of the data science solution is catered for.
• Research and implement best practices to improve the existing machine learning infrastructure.
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About Nedbank
The days of the financial sector being staid and boring are long gone! In today’s world of unprecedented innovation and disruption, Nedbank is leading the way to being number one in digital.
Ultra-cool client experiences are the way to win in digital. At Nedbank, everything we do starts with the client, and digital is core to our business strategy. Our motto is “we work digital when we want it and human when we need it".
In fact, Nedbank is transforming into the leading digital financial services provider in Africa, meshing perfectly with our Digital Fast Lane approach to rapid development and deployment of innovative apps. The result – client experiences way beyond expectations.
Local and international awards consistently reinforce Nedbank’s position as a South African, African and global leader in innovative banking solutions delivered on world-class technology platforms. Awards won in the first six months of 2022 include:
- Hot Topics Global Top 100 CIO Award
- Global Top 100 Innovators in Data and Analytics
-Excellence in Innovation Banking App (Nedbank Avo Super App) - Best Banking Technology Implementation
This follows 10 prestigious local and global awards in 2021 that include Best Mobile Banking; Best Internet Banking; Most Innovative Digital Bank; Best Technology Transformation and Implementation in Africa; as well as Best Digital Bank South Africa.
Although admirable, awards are not all we strive for – we are committed to maintaining Nedbank’s position as a great place to work. For example, we recently launched our digital workplace strategy, giving our employees the flexibility to work remotely from anywhere in the country and the option to go to a Nedbank campus site when needed.
Our People Promise unites us behind a common purpose and a shared vision. At Nedbank, we celebrate our diversity and what makes us unique. We acknowledge our differences, as we work in different clusters, geographies and roles. But, when it comes down to it, we are all first and foremost Nedbankers who rally together to be the difference that impacts our world.
The bottom line is that we’ve moved beyond the hype into delivering super-fast technology solutions that exceed our clients’ expectations. So, if you want to live on the edge of discovery – Big Data, AI, Blockchain, Robotics, Cloud, Machine Learning – think about making Nedbank Group Technology your new home. You could be part of an exciting journey to deliver innovative, market-leading client experiences and enable market outperformance.
Why Nedbank It would be hard for us to talk about ourselves without money. So here we go. Money may be our backbone, but excellence is our culture. And diversity, our true driving force. We believe in creating a working environment that enables our people to help us bring our values to life. And to do so, we don’t just aim to acknowledge our differences but to celebrate them as the very mix we need to continue being the difference that enhances lives beyond banking. For this reason, our people are very important to us… Every single one of them in the financial, technological, legal, administrative, creative, hospitality or operational space. Each one of them, is our mirror. They are our reason to want to do better. And our reminder that we are in the service of others. Nedbank’s culture is embedded on values that promote accountability, a strong focus on meeting client needs, and on building a positive brand image.
Perks at Nedbank
Tech Stack
application and data
utilities
dev ops
business tool
