Data Scientist - PyTorch/NLP/LLM

Mandatory Skills : - Transformer Models- Focus is on hands on ability to write Pytorch code to either finetune or train Open-Source (not Open AI) Transformer based models (like BERT, T5, Falcon, LLAMA, Mistral etc.) on GPU machines. - Should have done projects on LLM and NLP both - Hands-on on Python Coding Or Guess Estimation Related Questions (e.g. how can you find out no. of cars in Bangalore) - Gen AI - Machine Learning or Deep Learning (any one is mandatory) Good to Have Skills : - ML (basic knowledge), Deep Learning. DL and ML in either ways. Role : - Proven experience as an NLP and ML Engineer or similar role - Have worked on open-source LLM (like Falcon and llama) for various text generation task - Have done SFT or PEFT on decoder based LLM for a specific text generation task - Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling - Have worked on BERT models for intent classifiers and entity extraction techniques - Ability to write robust and testable code - Experience with machine learning frameworks (PyTorch) Responsibilities : - Study and transform data science prototypes - Design NLP applications - Use effective text representations to transform natural language into useful features - Find and implement the right algorithms and tools for NLP tasks - Develop NLP systems according to requirements - Train the developed model and run evaluation experiments - Perform statistical analysis of results and refine models - Extend ML libraries and frameworks to apply in NLP tasks - Remain updated in the rapidly changing field of machine learning (ref:hirist.tech)

Location: in, IN

Posted Date: 11/22/2024