Machine Learning Engineer (LLM+RAG+AI Modeling)

Spectral Consultants

Full-time Other-General
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Location
noida, uttar pradesh, India
Posted
June 19, 2026

Job Description

What You’ll Do

  • Build LLM apps (RAG, prompts, agents, guardrails, evaluation)
  • Own ML lifecycle: data → training (LoRA/QLoRA) → deployment → monitoring
  • Deploy scalable solutions on AWS (EKS/ECS/Lambda, SageMaker, Bedrock)
  • Optimize training/inference (FSDP, DeepSpeed, vector DBs, GPUs)
  • Set up MLOps: CI/CD, model tracking, governance, responsible AI
  • Collaborate with product/UX to deliver impactful ML solutions
  • Mentor team and lead technical decisions
  • Perform EDA and domain-focused data research

What You’ll Bring

Required:

  • 5–8 and 7-12 yrs experience (3+ yrs in production ML systems)
  • 1+ yr hands-on with LLMs (RAG, fine-tuning, prompt engineering)
  • Strong AWS experience (SageMaker, Bedrock, Lambda, etc.)
  • Python, PyTorch, Hugging Face, vector DBs
  • MLOps (CI/CD, Docker, Kubernetes, monitoring)