Overview
Skills
Job Details
rimary Skills: (AI Data Scientist)
Deep Expertise in the following:
Large Language Models (LLMs) and Multimodels
Foundation Model Architectures (Transformers, Encoder/Decoder)
API integration from providers like (e.g., OpenAI, Cohere).
Model tuning pipeline development
Prompt engineering
Reinforcement learning from human feedback (RLHF).
Frameworks : PyTorch, TensorFlow,LangChain, LlamaIndex
Strong programming skills in Python, and experience with data engineering workflows (Spark, Airflow, SQL).
Hands on experience in
Fine-tuning & Prompt Engineering (LoRA, PEFT)
Retrieval-Augmented Generation (RAG) pipelines
Python: NumPy, Pandas, Scikit-learn, HuggingFace, OpenAI API
Knowledge of AI ethics, explainability, and governance in generative models
Secondary skills:
Experience with vector databases (e.g., FAISS, Weaviate, Pinecone) and scalable RAG systems
Familiarity with GPU compute infrastructure and distributed model training
MLOps for LLMs: Deployment, Monitoring, Versioning
Classical Machine learning like Supervised Learning, UnSupervised learning models