Engineer: Machine Learning III

Remote, South Africa

Qualifications and experience:

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...