Data Scientist - Generative AI

Description :

- Should have done projects on LLM, NLP, LLAMA, Hugging face, RAG, Gen AI

- Hands-on on Python coding experience.

- Should have done Gen AI projects.

- Machine Learning or Deep Learning (any one is mandatory).

- Conversational AI/ Chatbot experience and Agentic AI and Vertex.AI (good to have)

Skills :

- 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)

- Knowledge of Python, Groovy Script, BPMN

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