Skills: Python and Gen AI
Experience: 3-10 yrs
Location: Greater Noida
Notice Period: Immediate
Job Description:
- Total Experience - 3+ years with hands on experience with building language models, machine learning and AI models leveraging industry tools, products, and Azure cognitive services.
- Deep and hands-on expertise in (as an individual contributor) Undertaking data collection, Data mining, preprocessing and analysis of structured and unstructured data.
- Hands-on expertise in large language models (LLMs/LSTMs/BERT) that can perform complex reasoning in few- and zero-shot settings by generating intermediate chain of thought (CoT) reasoning steps e.g.
- Experience of building / customizing and fine-tuning AI models including LLM models via GenAI studios (OpenAI, Vertex or Bedrock) extended through Azure or AWS or GCP for rapid PoCs
- 2+ years of hands-on experience with GenAI technologies.
Proficiency with LLM frameworks such as:Hugging Face Transformers, LangChain, LlamaIndex, OpenAI API / Azure OpenAI. - Experience with model fine-tuning, prompt engineering, and embeddings.
- Knowledge of vector databases (e.g., FAISS, Pinecone, Weaviate, AzureAI search) and semantic search
- 3+ years of professional experience in Python development.
Strong understanding of Python design patterns, asynchronous programming, and performance optimization. - Experience with building RESTful APIs using frameworks like FastAPI or Flask
- Experience with version control systems (Git) and CI/CD workflows.
- Deep and hands-on experience in applying machine learning algorithms.
- Strong data science and data engineering background both with open source and cloud distributed machines learning and AI tools especially Azure Cognitive Services and Azure Machine Learning
- Strong understanding of cloud technology including Cognitive Services viz.
Vision, Speech, Language, Decision, Search and its implementation - Expertise in completions, embeddings, edits, transcriptions, translations, fine-tunes, and moderations across the several large language models especially those of OpenAI, Bedrock or Vertex
- Must have delivered at least 2-3 projects leveraging GenAI services such as Azure OpenAI or Bedrock or Vertex services