Senior Gen AI/Agentic AI Engineer
Core
Designing, building, and evaluating production-grade Generative AI services, including RAG systems and agentic reasoning frameworks, to integrate AI agents into real-world products.
Role type
Senior IC Gen AI/Agentic AI Engineer
Builds
Production-ready AI agents and GenAI services integrated into frontend and backend products
Domain
Generative AI, Agentic Systems, LLM Operations
Deliverable
production ML models
Required skills
RAG system development, Agentic reasoning (ReAct paradigm), LLM API integration, Prompt and context engineering, Model training and fine-tuning, Vector database management, Cloud platform proficiency (AWS/GCP/Azure), Python with async programming, AI model lifecycle management (monitoring/versioning/evaluation), Guardrails implementation, Deterministic logic integration, Human-in-the-loop mechanisms, Long-term memory system design
Preferred skills
Automated testing for hallucination rate measurement
Technologies
LangGraph, LangChain, PyTorch, TensorFlow, Hugging Face, OpenAI SDK, Anthropic SDK, Gemini, Llama 3, Mistral, Mixtral, RAGAS, DeepEval
Responsibilities
Develop and evaluate GenAI services including RAG and agentic reasoning systems; Integrate AI agents with frontend and backend teams; Implement guardrails and deterministic logic to ensure safety and reliability; Design memory systems for user context and personalization; Monitor and version AI models using evaluation tools like RAGAS and DeepEval
Seniority
Senior, hands-on IC