Senior Machine Learning Architect

3 weeks ago


Mumbai, Maharashtra, India IDfy Full time

About the role

• Work on all aspects of a production machine learning platform, including acquiring data, training models, deploying models, building API services, maintaining them in production, and more.

• Work on performance tuning of models and contribute to documentation.

• From time to time, work on support and debugging of these production systems.

• Work on researching the latest technology in machine learning and applying it to build newer products and enhancements to the platform.

• Contribute to documentation and help build workflows for training and production systems.

About you

• You are a seasoned machine learning engineer or data scientist with 10+ years of experience in production machine learning.

Requirements

• You should have deep expertise in computer vision or NLP with experience in putting it into production at scale.

• You have experience in managing a large-scale production ML system for at least a couple of years.

• You have expertise in optimization and tuning of models for deployment at scale.

• You have monitoring and debugging of production ML systems.

• You have an enthusiasm to learn, assimilate, and disseminate state-of-the-art research.

• You have past experience mentoring junior colleagues.

Good to Have

• Familiarity with ML Ops and tooling for efficient machine learning processes.

• Knowledge of languages like Go and Elixir, and experience with Docker and Kubernetes for deploying services.

Our Goal

• Our goal is to help a significant part of the world's population unlock real opportunities.



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