Intelligent Agent System Developer

2 weeks ago

pushkar, India beBeeMachineLearning Full time

Job DescriptionDesign and Implement Multi-Agent SystemsYou will design, develop, and implement multi-agent systems utilizing cutting-edge frameworks such as LangChain, LangGraph, CrewAI, AutoGen or similar technologies.Build A2A Orchestration and MCP PipelinesDevelop and implement A2A (agent-to-agent) orchestration and MCP (multi-context protocol) for context reuse and collaboration. This involves integrating multiple agents to work together seamlessly.Fine-Tune Foundation Models and Integrate RAG PipelinesEnhance foundation models using techniques like LoRA, RLHF, and DPO. Additionally, integrate retrieval-augmented generation (RAG) pipelines to boost overall performance.Develop APIs and Backend ServicesDesign and develop APIs and backend services utilizing popular frameworks like FastAPI/Flask/Node.js. These services will be integrated with enterprise systems including HRIS, CRM, and ERP.Build Secure Data Pipelines and Ensure GovernanceDevelop secure data pipelines (ETL, embeddings, vector DB ingestion) while ensuring governance, bias mitigation, and lineage. Monitor and maintain these pipelines for optimal performance.Containerize, Deploy, and Monitor AgentsUse Docker, Kubernetes, and CI/CD pipelines to containerize, deploy, and monitor agents effectively. Implement observability and drift detection to ensure seamless operations.Required Skills and QualificationsProgramming SkillsProficient in programming languages such as Python, Java, or C++Experience with framework-based developmentMachine Learning and AI ExperienceUnderstanding of machine learning concepts and algorithmsHands-on experience with deep learning frameworks like TensorFlow or PyTorchCloud Computing ExperienceKnowledge of cloud platforms such as AWS or Google CloudExperience with containerization using Docker and deployment on KubernetesBenefitsOpportunity to Work with Cutting-Edge TechnologiesCollaborative Team EnvironmentCompetitive Salary and Benefits PackageOthersProfessional Growth and Development OpportunitiesRecognition and Rewards for Exceptional Performance

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