We are seeking an AI/ML Engineer with strong expertise in Agentic AI systems to design, build, and deploy autonomous agents for enterprise applications. The ideal candidate will have deep hands‑on experience with Python, LLMs, agent frameworks, and RAG architectures, combined with strong knowledge of MLOps and AgentOps practices.Key ResponsibilitiesDesign and implement autonomous AI agents (multi‑step reasoning, planning, orchestration, decision‑making under uncertainty)Work with agent architectures (ReAct, Plan‑and‑Execute, Reflexive, hierarchical/multi‑agent systems)Build tool‑augmented and function‑calling agents with safe execution guardrailsArchitect memory systems (short‑term, long‑term, episodic, semantic) and RAG pipelines using vector databases (FAISS, Pinecone, Azure AI Search)Implement planning, reasoning, and control loops (constraint‑based execution, feedback/self‑correction, failure detection)Deploy agents into production with Docker, Kubernetes, serverless (AWS/Azure)Establish observability, logging, tracing, and versioning for agent decisions and promptsDesign evaluation frameworks (task success rate, cost/latency, safety/hallucination detection)Ensure responsible AI practices (bias awareness, explainability, human‑in‑the‑loop escalation)Integrate agents with enterprise systems, APIs, CRMs, ERPs, and SaaS toolsRequired SkillsExpert in Python (async programming, concurrency, task scheduling)Hands‑on with LLMs (OpenAI, Azure OpenAI, Anthropic, open‑source models)Experience with prompt engineering (Chain‑of‑Thought, Self‑Reflection, planning/critique loops)Practical knowledge of LangGraph, LangChain, Semantic Kernel, AutoGen, CrewAIStrong background in SQL/NoSQL, event‑driven systems, message queuesCloud expertise in Azure (preferred), AWS, or GCPKnowledge of MLOps tools (MLflow, Kubeflow, Databricks, SageMaker)✨ Bonus SkillsMulti‑agent collaboration and negotiationHuman‑AI collaboration patterns (copilots, supervisors)Reinforcement learning for agent policy optimizationExperience building enterprise copilots or autonomous workflows📧 Apply / Inquiries: domprakash@asofttek.com
7 days ago