Job Location: Chennai
What is in it for you?
- Make a difference to cutting edge Silicon Valley AI startups
- Execute innovation projects for our enterprise customers like Facebook, Siemens and Roche
- Work on our own products which gives a lot of freedom to bring your ideas to the table
- If you have your own great idea, we will incubate it
- Work in a culture that values capability over experience and continuous learning as a core tenant
- You will get to bring your ideas to the table and make a significant difference to the success of the product instead of being a small cog in a big wheel
To give you an idea, a few things we are currently working on:
- Working with Facebook AI Research (FAIR) team on core ML projects like improving Torchserve model serving and Pytorch training
- Document Comprehension Engine leveraging RNN and latest OCR techniques
- AI-driven Adaptive engineering to semi-automagically build industrial designs based on historical data
- A sophisticated Q&A system that builds a KB on the fly out of unstructured documents
- And many more
Job requirements
Heres what you’ll bring
- 3-8 years of strong Data Science experience (statistics, Machine learning and Deep learning)
- Software development skills in one or more high-level languages (Python/Java/R/Scala)
- Has good understanding of Deep learning algorithms – RNN, LSTM, CNN, RCNN
- Expert in at least one of DL frameworks like Pytorch, Tensorflow, Keras
- Experience using encoder decoder architecture, statistical and Transformers models
- Semantic and syntactic analysis for pre-processing, key phrase extraction, intend and entity extraction
- Experience developing applications for NLP tasks like NLI, Q&A, Sentiment analysis
- Implementation of chat bots like Rasa, Amazon Lex is a plus
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