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Senior Machine Learning Engineer

Senior Machine Learning Engineer

QuantiphiMumbai, Maharashtra, India
30+ days ago
Job description

Role : Senior Machine Learning Engineer

Experience Level : 3+ Years

Work location : Bangalore / Mumbai

Notice Period : 0-30 days

Key Responsibilities :

  • Experience in AI / ML, with a track record of working in large-scale programs and solving complex use cases using GCP AI Platform / Vertex AI
  • Exceptional command in Agentic AI architecture, development, testing, and research of both Neural-based & Symbolic agents, using current-generation deployments and next-generation patterns / research
  • Expertise in building agentic systems using techniques including Multi-agent systems, Reinforcement learning, flexible / dynamic workflows, caching / memory management, and concurrent orchestration. Proficiency in one or more Agentic AI frameworks such as LangGraph, Crew AI, Semantic Kernel, etc.
  • Collaborate with onshore and offshore SMEs to address issues and implement improvements
  • Utilize SQL, Python, and MLOps to manage and optimize data and model workflows
  • Leverage GCP services, including AI Platform and Cloud Functions, for efficient processing and deployment
  • Implement and manage workflows using Airflow
  • Work with Snowflake and Oracle databases to ensure data integrity and accessibility
  • Use GitHub for version control and collaboration
  • Apply Agile methodologies to manage projects and deliver solutions effectively

Required Skills :

  • Proficiency in SQL, Python, and MLOps
  • Experience with GCP services, including AI Platform and Cloud Functions
  • Experience in Terraform.
  • Agentic AI : Expertise in LangChain / LangGraph, CrewAI, Semantic Kernel / Autogen and Open AI, Agentic SDK.
  • Generative AI : Hands-on experience with generative AI models, RAG (Retrieval-Augmented Generation) architecture, and Natural Language Processing (NLP)
  • Familiarity with Airflow for workflow management
  • Familiarity with DevOps concepts and cloud based CI / CD tools
  • Experience with GitHub for version control
  • Strong understanding of Agile methodologies
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    Senior Machine Learning Engineer • Mumbai, Maharashtra, India