Machine Learning Engineer

DataGen is seeking an Algorithms Infrastructure Developer to design and develop our internal algorithmic development infrastructure and research pipelines. This is the perfect opportunity for a developer with strong software experience who wants to be immersed in an algorithms and machine learning team while crafting solutions to make the team more efficient. This role will be a core part of our growing Algorithms Team.

 

In this role, you will:

  • Lead the architecture, design, and development of our algo infrastructure.

  • Design and create orchestration of data generation experiments, deep neural network training and testing on our on-prem and cloud infrastructure.

  • Leverage and customize open-source Machine Learning tools (MLFlow, Hydra, Sacred, etc…) to enable the algo team to iterate as fast as possible.

  • Take an impact-driven approach to leverage technology to solve business problems.

 

For this role, you must have:

  • 5+ years of experience in Software or DevOps roles

  • Strong proficiency with Python, Linux, Docker

  • Abilities to work leverage the cloud, in particular AWS

  • (bonus) Experience working with MLOps tools

  • (bonus) Foundational knowledge of Machine Learning

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