Engineer: Machine Learning III

Engineer: Machine Learning III at Boardroom Appointments in South Africa.

Role Summary

Knowledge of

• Object oriented and functional programming in Python
• Modern software development practices
• Database querying using SQL
• Data science life cycle
• Machine learning concepts
• Machine learning model life cycle
• Microservice architectures

Ideal

• Data Science lifecycle
• Distributed system design
• Big data storage and processing solutions
• Machine learning model architectures

Requirements

• 4 to 6 years Machine Learning and Software Engineering experience
• Strong analytical and problem-solving skills
• Expert in Python and SQL

Experience with modern software development best practices, e.g.

• Agile software development
• Code reviews
• Unit testing
• Version control, e.g. git
• CI/CD
• Experience with microservice architectures
• Experience working in an agile team
• Experience with ML frameworks and tools (e.g. pandas, NumPy, scikit-learn, TensorFlow, Pytorch, Spark MLlib)

Experience with modern ETL, compute and orchestration frameworks, e.g. Apache Spark, Apache Flink, Apache Kafka, etc.

• Development experience in both Windows and Linux
• Experience with container technologies, e.g. Docker, Kubernetes
• Experience in building machine learning or AI systems
• Proficiency in R language
• Experience deploying models to production
• Experience building distributed systems
• Experience with NoSQL databases
• Experience working with ML platforms, e.g. MLflow, Kubeflow, etc.
• Experience working with Data Science platforms, e.g. Dataiku, Domino, etc.
• Experience with cloud-based infrastructure, e.g. Azure, AWS, GCP; (AWS preferred)
• A relevant degree in Information Technology - Computer Science or Engineering Other
• A relevant degree in Information Technology - Computer Science or Engineering - Other

Skills

• Analytical Skills
• Decision making skills
• Planning, organising and coordination skills
• Problem solving skills
• Researching skills

About the Company

We're not your average tech company we're a rocket-fueled, innovation-driven powerhouse that's changing the game. Our mission? To bring together the most incredible tech talent with companies that are shaping the future. We're talking AI, IoT, blockchain, and all the mind-blowing buzzwords you can think of!