Spectral Consultants
Website:
spectral.in
Job details:
Spectral Consultants is hiring for a MLOps Engineer (GenAI / LLM) with one of the leading US Product based organization.
Location:- Noida
Work Mode:- Remote
Experience:- 6-9years
Role Overview:-
We are looking for a MLOps Engineer with strong experience across Cloud, Terraform, MLOps, and Generative AI. You will play a key role in building and scaling production-grade ML & LLM systems, enabling seamless transition from experimentation to deployment.
Key Responsibilities:-
- Design and build scalable ML/AI platforms on any cloud (AWS / Azure / GCP)
- Develop and deploy GenAI applications (LLMs, RAG pipelines, embeddings, vector search)
- Build end-to-end ML pipelines (data ingestion → training → deployment → monitoring)
- Implement Infrastructure as Code (Terraform) for automated and repeatable deployments
- Set up and manage CI/CD pipelines for ML systems
- Deploy and manage real-time and batch inference systems
- Implement model monitoring (drift, performance, observability)
- Work with vector databases (FAISS, Pinecone, OpenSearch, etc.)
- Collaborate with data scientists and engineers to productionize models
Core Requirements:-
- 6–9years of experience in MLOps / ML Engineering / Cloud Engineering
- Strong experience with any cloud platform (AWS / Azure / GCP)
- Hands-on experience with Terraform (mandatory)
- Strong understanding of MLOps lifecycle and production ML systems
- Practical experience with GenAI / LLMs (RAG, embeddings, vector DBs)
- Proficiency in Python and API development (FastAPI/Flask)
- Experience with Docker, Kubernetes, and CI/CD pipelines
Good to have:-
- Experience with LLM orchestration frameworks (LangChain, LangGraph, etc.)
- Exposure to multi-agent systems or advanced GenAI architectures
- Experience in cost optimization and scaling ML workloads
Click on Apply to know more.