AI Engineer - Agentic Systems

Department Icon Data Science Analytics & Machine Learning
Posted: 7 months ago
1-3 years
India
Data Science Analytics & Machine Learning
work from office
Full Time

Posted: 7 months ago
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Job Description

Please note: This is a full-time role requiring major availability between 6 PM and 12 AM

Location: Remote

The Role:

We are looking for a hands-on AI Engineer Agentic Systemswith 1+ years of experience to design, build, and scale intelligent, autonomous workflows powered by LLMs and multi-agent architectures. This role focuses on developing multi-agent systems, custom agent frameworks, and knowledge-driven applications using modern tooling such as LangChain and related ecosystems.

You will work at the intersection of LLMs, backend systems, and data pipelines, contributing to next-generation AI systems that can reason, plan, and act.

Experience: 5+ years with Python or Java and 1+ years of experience with AI Agentic systems

Key Responsibilities:

  • Design and develop agentic workflows using frameworks like LangChain (or similar)
  • Build and manage multi-agent systems with coordination, planning, and tool usage capabilities
  • Develop custom agents, tool integrations, and orchestration layers
  • Implement knowledge services including RAG pipelines, semantic search, and retrieval systems
  • Design and maintain semantic layers for structured + unstructured data interaction
  • Integrate LLMs into production systems with strong focus on reliability and performance
  • Work with MCP (Model Context Protocol) or similar paradigms for context orchestration
  • Collaborate with backend and data teams to build scalable AI-driven services
  • Evaluate and optimize prompts, agent behavior, and system performance
  • Ensure observability, debugging, and monitoring of agent workflows
  • Research and evaluate new technologies to improve our development processes and product capabilities.

Required Skills and Qualifications:

  • Hands-on experience building LLM-powered applications using platforms like OpenAI, Anthropic, or open-source models
  • Strong expertise in agentic architectures, including planning, tool usage, and reasoning workflows
  • Proven experience designing and implementing multi-agent systems
  • Experience developing agentic workflows using LangChain or similar frameworks (e.g., LlamaIndex, AutoGen)
  • Ability to build custom agents, chains, and tool integrations
  • Familiarity with MCP (Model Context Protocol) or similar context orchestration approaches
  • Experience designing and implementing knowledge & retrieval systems (RAG pipelines)
  • Strong understanding of semantic search and vector databases (e.g., Pinecone, Weaviate, FAISS)
  • Ability to build and manage semantic layers over structured and unstructured data
  • Strong programming skills in Python (required) and working knowledge of Java (preferred)
  • Experience building backend services and APIs for production systems
  • Familiarity with microservices architecture and scalable system design
  • Experience working with structured and unstructured data pipelines
  • Basic understanding of data engineering concepts (ETL, data processing, storage systems)
  • Familiarity with SQL/NoSQL databases
  • Strong system thinking and problem-solving skills, with the ability to design end-to-end AI systems
  • Understanding of trade-offs between latency, cost, scalability, and model performance
  • Good to have (not mandatory) : MarTech or AdTech domain experience
  • Skills

    PythonEtlData ProcessingAi EngineerAiSql

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    About Company

    AGCO Corporation is a global leader in the design, manufacture, and distribution of agricultural machinery and precision ag technology.

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