Gen AI Developer

2 years

12 - 28 Lacs

Posted:2 days ago| Platform: Linkedin logo

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Work Mode

On-site

Job Type

Full Time

Job Description

Experience:

3 to 10

Location

: Coimbatore

Notice Period:

Immediate Joiners are Preferred.

Note: Minimum 2 years experience into core Gen AI

𝗞𝗲𝘆 𝗥𝗲𝘀𝗽𝗼𝗻𝘀𝗶𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀:
  • Design, develop, and fine-tune Large Language Models (LLMs) for various in-house applications.
  • Implement and optimize Retrieval-Augmented Generation (RAG) techniques to enhance AI response quality.
  • Develop and deploy Agentic AI systems capable of autonomous decision-making and task execution.
  • Build and manage data pipelines for processing, transforming, and feeding structured/unstructured data into AI models.
  • Ensure scalability, performance, and security of AI-driven solutions in production environments.
  • Collaborate with cross-functional teams, including data engineers, software developers, and product managers.
  • Conduct experiments and evaluations to improve AI system accuracy and efficiency.
  • Stay updated with the latest advancements in AI/ML research, open-source models, and industry best practices.

𝗥𝗲𝗾𝘂𝗶𝗿𝗲𝗱 𝗦𝗸𝗶𝗹𝗹𝘀 & 𝗤𝘂𝗮𝗹𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀

  • Strong experience in LLM fine-tuning using frameworks like Hugging Face, DeepSpeed, or LoRA/PEFT.
  • Hands-on experience with RAG architectures, including vector databases (e.g., Pinecone, ChromaDB, Weaviate, OpenSearch, FAISS).
  • Experience in building AI agents using LangChain, LangGraph, CrewAI, AutoGPT, or similar frameworks.
  • Proficiency in Python and deep learning frameworks like PyTorch or TensorFlow.
  • Experience in Python web frameworks such as FastAPI, Django, or Flask.
  • Experience in designing and managing data pipelines using tools like Apache Airflow, Kafka, or Spark.
  • Knowledge of cloud platforms (AWS/GCP/Azure) and containerization technologies (Docker, Kubernetes).
  • Familiarity with LLM APIs (OpenAI, Anthropic, Mistral, Cohere, Llama, etc.) and their integration in applications.
  • Strong understanding of vector search, embedding models, and hybrid retrieval techniques.
  • Experience with optimizing inference and serving AI models in real-time production systems.

𝗡𝗶𝗰𝗲-𝘁𝗼-𝗛𝗮𝘃𝗲 𝗦𝗸𝗶𝗹𝗹𝘀

  • Experience with multi-modal AI (text, image, audio).
  • Familiarity with privacy-preserving AI techniques and responsible AI frameworks.
  • Understanding of MLOps best practices, including model versioning, monitoring, and deployment automation.
Skills: pytorch,rag architectures,opensearch,weaviate,docker,llm fine-tuning,chromadb,apache airflow,lora,python,hybrid retrieval techniques,django,gcp,crewai,opean ai,hugging face,gen ai,pinecone,faiss,aws,autogpt,embedding models,flask,fastapi,llm apis,deepspeed,vector search,peft,langchain,azure,spark,kubernetes,ai gen,tensorflow,real-time production systems,langgraph,kafka

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