Fullstack AI/ML Engineer (6+)
boomi | 36 days ago | India

Key Responsibilities

  • AI Agent Design & Engineering:
    Architect, build, and orchestrate intelligent agents using ChatB, Agent Studio, and LLM frameworks (e.g., OpenAI, Anthropic, Claude, Gemini).
  • Internal Platform Innovation (Customer Zero):
    Lead the design, experimentation, and validation of new AI workflows that drive measurable internal productivity improvements.
  • Multi-Agent Systems:
    Design agent hierarchies and orchestration pipelines using coordination frameworks (LangChain, AutoGen, CrewAI, Semantic Kernel).
  • Applied Research:
    Investigate and integrate state-of-the-art AI techniques (tool use, reasoning, memory, reflection, RAG, and function calling).
  • Integration Engineering:
    Build APIs and connectors enabling agents to interact with Boomi’s integration and automation ecosystem.
  • System Architecture & Performance:
    Ensure that deployed agents meet enterprise standards for security, observability, and scalability.
  • Knowledge Graphs & Retrieval:
    Implement vector databases, knowledge graphs, and retrieval pipelines to enhance context-aware responses.
  • Evaluation & Metrics:
    Define KPIs, monitor LLM behaviors, and evaluate model performance through offline and live testing.
  • Collaboration & Enablement:
    Work with platform, data, and UX teams to deliver integrated AI services and assist internal users with adoption and best practices.
  • Documentation & Standardization:
    Develop reusable frameworks, templates, and design patterns for internal AI applications.
  • Ethics & Governance:
    Support internal guidelines for AI transparency, data governance, and model safety within enterprise deployments.
  • Tooling & MLOps Integration:
    Integrate pipelines with LLMOps, CI/CD, and API gateways for repeatable deployment.
  • Mentorship & Evangelism:
    Mentor internal teams on AI agent architectures, experimental methods, and technical excellence.
     

Essential Skills & Qualifications

  • Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Data Science, or Software Engineering (RQF Level 6+).
  • Advanced coding skills in Python, TypeScript, or JavaScript.
  • Experience with LLM-based development, RAG pipelines, and agent orchestration frameworks.
  • Deep understanding of API design, microservices, and event-driven architectures.
  • Familiarity with machine learning frameworks (PyTorch, TensorFlow, Hugging Face).
  • Experience working with vector databases (Pinecone, Weaviate, Chroma, FAISS) and retrieval systems.
  • Knowledge of data pipelines and ETL tools, especially integration with the Boomi platform.
  • Exposure to AI ethics, model evaluation, and prompt optimization techniques.
  • Experience deploying workloads to cloud platforms (AWS, Azure, GCP) using modern DevOps and infrastructure-as-code practices.
  • Understanding of containerization (Docker, Kubernetes) for scalable AI deployments.
  • Excellent communication and stakeholder engagement skills, capable of bridging research and engineering domains.
    • Research-oriented mindset with a track record of innovation, rapid prototyping, and cross-functional collaboration.
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