AI Engineer/Data Scientist - NLP/LLM (8-10 yrs)

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