ML Engineer

Role: ML Engineer

Location: Manhattan, NYC (Hybrid)

Contract

Key Responsibilities 

• Design and maintain LLM integrations using OpenAI APIs within AWS environments.
• Build Python-based LLM services deployed on AWS compute platforms (ECS, EKS, Lambda, or EC2).
• Implement RAG workflows and semantic search using AWS data and storage services.
• Develop LangChain or agentic workflows supporting reasoning and tool use.
• Integrate LLM pipelines with ETL/ELT workflows and enterprise data systems.
• Deploy and integrate MCP servers and emerging orchestration tools.
• Apply AWS security best practices using IAM, KMS, and Secrets Manager.
• Implement monitoring and observability using CloudWatch and related tools.
• Migrate custom GPT solutions into production-grade AWS-hosted assistants.

Ideal Candidate Profile

• 4-7+ years in software, ML, or applied AI engineering.
• Strong Python proficiency.
• Experience with RAG and semantic search.
• Hands-on OpenAI LLM integration experience.
• Experience deploying systems in AWS (S3, Lambda, ECS/EKS, IAM).