Senior NLP Engineer

1 month ago

Mumbai, India IDfy Full time

About the role:

In this role you will:

  • Be working on all aspects of a production machine learning system. You will be 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 enhancement of 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 aspects mentioned above.


About you:

You are a mid-career machine learning engineer(or data scientist). Our ideal candidate is someone with 4-8 years of experience in data science & expert in NLP techniques and LLMs.


Must Haves

  • You should be experienced in framing and solving problems with the application of machine learning or deep learning models.
  • Knowledge of and experience in NLP. You should have worked on this in a production environment.
  • You have experienced that and understand that modeling 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.
  • Our usage of libraries and tooling is oriented around Python, Tensorflow and Pytorch, so we would like you to have a good understanding of and experience in applying these.
  • We build our own services, hence we would expect you to have knowledge of writing APIs.
  • will require


Good to Have

  • Our stack also includes languages like Ruby, Node and Elixir. We would love it if you know any of these or take interest in functional programming.
  • Knowledge of and experience in ML Ops and tooling would be a welcome addition. We use Docker and Kubernetes for deploying our services.
  • Experience in using any other platform, frameworks, tools.


Life At IDfy

People at IDfy care about creating value. We take pride in the strong collaborative culture that we have built, and our love for solving challenging problems. Life at IDfy is not always what you’d expect at a tech start-up that’s growing exponentially every quarter. There’s still time and space for balance.

We host regular talks, events and performances around Life, Art, Sports, and Technology; continuously sparking creative neurons in our people to keep their intellectual juices flowing. There’s never a dull day at IDfy. The office environment is casual and it goes beyond just the dress code. We have no conventional hierarchies and believe in an open-door policy where everyone is approachable


Who we are

IDfy is an Integrated Identity Platform that eliminates fraud and establishes trust between entities. Our solutions help companies accurately identify people, run background checks, conduct KYC, mitigate lending risks, onboard associates, and so much more. If you have opened an account with HDFC Bank, ordered from Amazon and Zomato, transacted through Paytm and BharatPe, or played on Dream11 and MPL, you might have already experienced IDfy. Without even knowing it. Well…that’s just how we roll


Since its inception in 2011, IDfy has impacted more than 150 million lives. Today, we run 60 million+ verifications for 1300+ clients across India, Southeast Asia, and the Middle East, every month.


Recently, IDfy was named by Forbes magazine as one of 100 Asian companies to watch in 2023. Besides this, IDfy has been a recipient of several accolades such as Deloitte Technology Fast 50, 2022 India Winner, Fintech ScaleUp of the Year, Best RegTech Implementation, and Innovator in Video Solutions for Financial Services. Some of our notable investors include TransUnion and international venture capitalists like MegaDelta Capital, BEENEXT, and Dream Incubator. Blume Ventures is an early investor and continues to place their faith in us.

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