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Artificial Intelligence Lead - LLM / RAG

Artificial Intelligence Lead - LLM / RAG

CliqHRBangalore
20 days ago
Job description

Education : Bachelors or Masters degree in Computer Science, AIML / Data Science, Statistics or a related field only.

Preferred Institution : NIT (Any)

Responsibilities :

  • Architect and deploy scalable Large language models (LLM) and transformer-based architectures.
  • Implement MLOps / LLMOps best practices for CI / CD, automated model retraining, and lifecycle management.
  • Develop advanced AI RAG applications, fine-tune models with PEFT / LoRA, RLHF.
  • Productionize RAG pipelines : embedding strategy, vector-DB design (Weaviate / Pinecone / Chroma). Hybrid search, evaluations and guardrails.
  • Optimize AI / ML pipelines for distributed computing, leveraging cloud platforms and accelerators (GPUs / TPUs).
  • Optimize inference : quantization (INT4 / 8), speculative decoding, TensorRT-LLM / vLLM, or Ray Serve to reduce token costs.
  • Work closely with data engineers, software developers, and product managers to integrate AI into production systems.
  • Translate complex AI concepts into actionable insights for business stakeholders.
  • Establish governance frameworks for ethical AI, ensuring compliance with industry standards.

Required Skills :

  • 5+ years of experience as a AIML Engg.
  • Strong background in statistics, linear algebra, and probability theory
  • Strong proficiency in C++ / Python and SQL
  • Experience with deep learning frameworks such as TensorFlow, PyTorch, or JAX
  • Build the Agentic LLM applications prototype and launch LLM agents (planner-executor, multi-agent, tool-calling).
  • Experience with LangChain, LlamaIndex, CrewAI, and vector DBs like Weaviate, Pinecone, Qdrant.
  • Experience in Quantization, distillation, GPU kernel tuning.
  • Strong expertise in fine-tuning transformer models, hyperparameter optimization, and reinforcement learning.
  • Proficiency in Azure cloud platform AIML lifecycle CICD - MLOps / LLMOps. Experience in Kubernetes, KubeRay. Familiar with Terraform / Pulumi and observability tools.
  • Lead from the front, responsible for coding, designing, and ensuring best practices & frameworks are adhered by the team.
  • Knowledge of big data processing frameworks (Apache Spark, Hadoop, Data bricks).
  • Create end to end AI systems with responsible AI principles
  • Excellent communication skills to facilitate interactions with stakeholders
  • ref : hirist.tech)

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