Machine Learning Architect
3 days ago
MUSE Consultancy Services is a pioneering company that specializes in software development, resourcing, and recruitment. We are passionate about leveraging cutting-edge technology to drive innovation.
Our team of experienced developers and consultants work closely with leading companies in South Africa to design and implement game-changing software products and solutions.
We are at the forefront of applying AI, AR, and Machine-Learning concepts to real-world problems. Our goal is to provide our clients with the best talent available and help them get the most value from their technology investments.
This role offers the chance to work with state-of-the-art technologies and contribute to the automation of machine learning and AI use cases.
As a Machine Learning Engineer, you will be part of our Machine Learning Operations team and collaborate with data scientists, actuaries, data engineers, and other software engineers to help architect our bank's modern Machine Learning ecosystem.
Key Responsibilities:- Design, build, and deploy machine learning and analytics automation processes.
- Refactor existing code bases to enhance efficiency, robustness, scalability, and automation of machine learning workflows.
- 2 years of experience using Python and SQL.
- Exposure to Linux shell scripting is advantageous.
- Experience with Spark is advantageous.
- Interest in software architecture.
- Knowledge of cloud compute services.
- Familiarity with serverless computing and cloud-native development.
- Keen interest in systems design and software architecture.
- Knowledge of machine learning frameworks/packages (e.g., MLFlow, Spark ML, Sklearn).
- Understanding of CI/CD concepts and API development, with implementation experience being advantageous.
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