Senior Machine Learning Engineer
4 weeks ago
About the role
In this position, you will be responsible for overseeing the development and maintenance of our production machine learning platform. This includes acquiring data, training and building models, deploying models, and creating API services for exposing these models.
Key Responsibilities
- Work on performance tuning of models
- From time to time, work on support and debugging of these production systems
- Research and apply the latest technology in machine learning to build newer products and enhance the existing platform
- Build workflows for training and production systems
About You
We are looking for a seasoned machine learning engineer or data scientist with 10+ years of experience in production machine learning. You should have expertise in framing and solving complex problems with machine learning or deep learning models.
Requirements
- Deep expertise in computer vision or NLP with experience of putting it into production at scale
- Experience of managing a large-scale production ML system for at least a couple of years
- Optimization and tuning of models for deployment at scale
- Monitoring and debugging of production ML systems
- Past experience of mentoring junior colleagues
- Knowledge of and experience in ML Ops and tooling for efficient machine learning processes
Good to Have
Experience in using languages like Go and Elixir, Docker and Kubernetes for deploying services, and other platforms, frameworks, and tools.
About IDfy
We are a company that aims to help a significant part of the world's population unlock real opportunities. This is an opportunity to make a positive impact and contribute to our mission.
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