3Analytics
Website:
3analytics.com
Job details:
RequiredSkills and Experience:
• 7–8 years of total development experience, including 1–2 years hands-on with agentic frameworks.
• Strong expertise in Python (FastAPI, LangChain, CrewAI, AutoGen, etc.) and Node.js (Express,
NestJS).
• Experience with message queues (RabbitMQ, Kafka, Redpanda) and asynchronous pipelines.
• Proficiency in API design, microservices, and containerized deployments (Docker, Kubernetes).
• Understanding of LLM prompt engineering, embeddings, and memory management for agent systems.
• Solid knowledge of business process modeling, workflow conversion, and decision automation.
• Familiarity with PostgreSQL, Redis, and vector stores like Chroma, Pinecone, or FAISS.
• Strong problem-solving and collaboration skills across cross-functional teams.
KEY RESPONSIBILITIES:
• Design and implement agentic architectures using leading frameworks (LangGraph, CrewAI,
AutoGen, OpenDevin, etc.).
• Translate business processes into agentic pipelines with clear task orchestration, feedback loops, and
decision nodes.
• Build scalable backend systems using Python and Node.js, integrating APIs, message queues, and
orchestration layers.
• Create and maintain multi-agent coordination patterns (planner, executor, validator, critic, etc.).
• Integrate LLMs, vector databases, and knowledge graphs into agent workflows for contextual reasoning.
• Collaborate with product and business teams to convert conceptual use cases into working AI pipelines.
• Optimize system performance, error handling, and agent autonomy using observability and telemetry
tools.
• Stay ahead of evolving open-source ecosystems in agentic AI and recommend improvements to the core
architecture.
NICE TO HAVE:
• Experience in enterprise AI automation or pharmacovigilance / life sciences domains.
• Knowledge of multi-modal agents (text, image, data).
• Exposure to AI observability tools like LangFuse, Helicone, or Phoenix
Click on Apply to know more.