Senior Consultant II implementing agentic AI systems and architectures at Allstate. Collaborating on cutting-edge Generative AI solutions and mentoring technical teams in Bangalore/Pune.
Responsibilities
Architect and build agentic AI systems capable of autonomous reasoning, planning, and execution.
Develop multi-agent and hybrid agent architectures for complex problem-solving.
Implement and orchestrate agents using frameworks like LangChain, LangGraph, CrewAI, AutoGen, or LlamaIndex.
Integrate LLMs (e.g., OpenAI GPT, Claude, PaLM) for agent cognition and decision-making.
Design and build RAG (Retrieval-Augmented Generation) pipelines using vector databases (Pinecone, ChromaDB, etc.).
Construct multi-modal AI systems combining text, vision, audio, and external tools.
Develop robust agent communication and collaboration protocols for coordinated autonomy.
Implement human-in-the-loop controls and safety guardrails for agent actions.
Lead technical teams and mentor engineers in advanced agentic AI practices.
Translate business requirements into autonomous agent solutions and workflows.
Establish MLOps pipelines, CI/CD, and observability for scalable agent deployment and monitoring.
Deploy cloud-native and distributed architectures for high-availability agentic AI systems.
Drive the adoption of emerging agentic AI tools, and foster a culture of R&D, innovation, and continuous learning.
Requirements
4 to 10 years of experience in software development
Expertise in Generative AI technologies (Open AI GPT, Claude, PaLM)
Proficiency with Python and Java (preferred)
Strong experience in AI system architecture and deployment
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