IDfy - Technical Lead - Machine Learning

About the role :

In this role, you will :

- Work on all aspects of a production machine learning platform: acquiring data, training and building models, deploying models, building API services for exposing these models, maintaining them in production, and more.

- Work on performance tuning of models.

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

- Work on researching the latest technology in the areas of our interest and applying it to build newer products and enhance the existing platform.

- Building workflows for training and production systems.

- Contribute to documentation

- While the emphasis will be on researching, building, and deploying models into production, you will be expected to contribute to the aspects mentioned above.

About you :

- You are a seasoned machine learning engineer(or data scientist).

- Our ideal candidate is someone with 10+ years of experience in machine learning.

Must Haves :

- You should be experienced in framing and solving complex problems with the application of machine learning or deep learning models.

- Deep expertise in computer vision or NLP with the experience of putting it into production at scale.

- You have experienced that and understand that modelling is only a small part of building and delivering AI solutions and know what it takes to keep a high-performance system up and running.

- 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.

- An enthusiasm and drive to learn, assimilate and disseminate the state of the artresearch.

- A lot of what we are building willrequire innovative approaches using newly researched models and applications.

- Past experience of mentoring junior colleagues.

- Knowledge of and experience in ML Ops and tooling for efficient machine learning processes.

Good to Have :

- Our stack also includes languages like Go and Elixir.

- We would love it if you know any of these or take an interest in functional programming.

- We use Docker and Kubernetes for deploying our services, so an understanding of this would be useful to have.

- Experience in using any other platform, frameworks, or tools.

Other things to keep in mind :

- Our goal is to help a significant part of the worlds population unlock real opportunities.

- This is an opportunity to make a positive impact here, and we hope you like it as much as we do.