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About the role
Job Title: Prompt / LLM Ops / AI Systems Engineer Role Summary: We are seeking a versatile engineer to bridge the gap between creative prompt design and robust system orchestration. You will own the design, evaluation, and production operation of our foundation model-based systems. As an LLM Ops Specialist, you will be responsible for building the infrastructure that makes these systems scalable, optimized and observable. Core Responsibilities System Architecture && Orchestration: * Design end-to-end compound AI systems integrating multiple models, retrieval systems, and agentic workflows. * Implement Retrieval-Augmented Generation (RAG) pipelines with optimized chunking, vector embeddings, and re-ranking strategies. Prompt Engineering && Versioning: * Craft structured, few-shot, and chain-of-thought prompts to reduce hallucinations and ensure predictable outputs. * Develop and manage a Prompt Registry to track versioning and A/B test results. LLM Operations (LLM Ops): * Observability: Instrument real-time monitoring for LLM-specific metrics, such as: o Time to First Token (TTFT) o Token throughput o Drift detection * Cost Control: Implement semantic caching and intelligent model routing to reduce API spend. * CI/CD for AI: Build evaluation suites and methodologies to test for regressions on every deployment. Core Tech Skills * Python Proficiency * Hands-on with Programmatic Prompting Frameworks * Experience with Retrieval-Augmented Generation (RAG) Pipelines * Experience with Structured Data Control and Integrations into other Software Systems Mandatory Soft Skills * Excellent Written and Spoken Communication Skills, to the Degree of Clinical Precision * Excellent Tech-to-Business Translations * Analytical Thinking pertaining to Problem Decomposition and Adversarial Thinking * Collaborative Agility - Must have ability and willingness for Cross-Team Functionality and Faster Feedback Integration Loop * Constant Experimentation Mindset and High Degree of Learning Agility
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