Data Scientist

3 - 8 years

7 - 11 Lacs

Posted:1 day ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

Job Summary
We are looking for a hands-on DataScientist with deep expertise in NLP and Generative AI to help build andrefine the intelligence behind our agentic AI systems. You will be responsiblefor fine-tuning , prompt engineering , and evaluating LLMs that power our digital workers across real-world workflows.
Key Responsibilities
Fine-tune and evaluate LLMs(e.g., Mistral, LLaMA, Qwen) using frameworks like Unsloth , HuggingFace,and DeepSpeed
Develop high-quality promptsand RAG pipelines for few-shot and zero-shot performance
Analyze and curatedomain-specific text datasets for training and evaluation
Conduct performance and safetyevaluation of fine-tuned models
Collaborate with engineeringteams to integrate models into agentic workflows
Stay up to date with the latestin open-source LLMs and GenAI tools, and rapidly prototype experiments
Apply efficient training andinference techniques (LoRA, QLoRA, quantization, etc.)

Requirements
3+ years of experience in Natural Language Processing (NLP) and machinelearning applied to text
Strong coding skills in python
Hands-on experience fine-tuning LLMs (e.g., LLaMA, Mistral,Falcon, Qwen) using frameworks like Unsloth , HuggingFace Transformers , PEFT , LoRA , QLoRA , bitsandbytes
Proficient in PyTorch (preferred) or TensorFlow , withexperience in writing custom training/evaluation loops
Experience in dataset preparation , tokenization (e.g., Tokenizer,tokenizers), and formatting for instruction tuning (ChatML, Alpaca, ShareGPTformats)
Familiarity with retrieval-augmented generation (RAG) using FAISS , Chroma , Weaviate , or Qdrant
Strong knowledge of prompt engineering , few-shot/zero-shotlearning , chain-of-thought prompting , and function-callingpatterns
Exposure to agentic AI frameworks like CrewAI , Phidata , LangChain , LlamaIndex , or AutoGen
Experience with GPU-accelerated training/inference and librarieslike DeepSpeed , Accelerate , Flash Attention , Transformersv2 , etc.
Solid understanding of LLM evaluation metrics (BLEU, ROUGE,scripting for training pipelines , data curation , or evaluationworkflows
Nice to Haves
Experience in Linux (Ubuntu)
Terminal/Bash Scripting

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