IN_Senior Associate_Agentic AI Developer using Python_GCC_Advisory_Bangalore
HiringPWC
Bengaluru · IndiaFull-time· 6d ago
Experience
4–7 yrs
Work Type
Full-time
Domain
FS X-Sector
Core SkillsMust Have
PythonLangChainLangGraphAutoGenCrewAIOpenAI APIAnthropic ClaudeHuggingFace TransformersFastAPIRESTStreaming APIsPrompt EngineeringPandasRedisKafkaRabbitMQPostgreSQLRAGFunction calling
What You'll Do
1Design and develop autonomous and semi-autonomous AI agents capable of multi-step reasoning, planning, and decision-making
2Build multi-agent systems with defined roles, inter-agent communication, and collaborative task execution
3Implement agent orchestration frameworks for workflow coordination
4Define and manage agent memory layers
5Develop tool-use and function-calling pipelines enabling agents to interact with APIs, databases, and external services
6Integrate and fine-tune interactions with LLM providers
7Design robust prompt templates, system instructions, and chain-of-thought strategies
8Implement RAG pipelines connecting agents to knowledge bases
9Manage LLM output validation, structured output parsing, and fallback/retry logic
10Build FastAPI-based microservices to expose agent capabilities as REST/streaming APIs
11Develop event-driven agent triggers using message queues
12Design agent state management and session persistence
13Implement task queuing, scheduling, and async execution
14Build and register custom agent tools
15Connect agents to vector databases for semantic retrieval
16Implement guardrails and output validators
17Build human-in-the-loop checkpoints for critical decision nodes
18Design agent sandboxing and execution boundaries
19Develop comprehensive error handling, retry strategies, and graceful degradation patterns
20Instrument agents with end-to-end tracing
21Build evaluation pipelines to measure agent performance
22Define and monitor KPIs for agent performance
23Maintain audit logs of agent decisions, tool invocations, and LLM interactions
Requirements
EducationBE/Btech/MCA/Mtech/MBA
Nice to HaveOptional
LLM fine-tuningRLHFModel Context Protocol (MCP)OllamavLLMLiteLLMKubernetesData engineering
Domain
FS X-Sector