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Senior AI Engineer
Не указаноПолная занятостьAI EngineeringEnterprise Software
Build and maintain agentic AI systems for digital investigation products, from prototypes through production. Work with LLMs, orchestration frameworks, and evaluation methods across online and on-premises deployments.
Обязанности
- Design and maintain a LangGraph-based agent harness for online and offline/on-premises deployment, combining LLM and deterministic components to balance speed, memory, and cost.
- Own evaluation datasets, benchmarking frameworks, and automated regression testing to assess output accuracy.
- Standardize tool-calling interfaces for forensic engines and work with researchers to integrate AI models into products.
- Develop prototypes and proof-of-concepts, then iterate toward production systems with sound design, telemetry, and production feedback loops.
Требования
- Bachelor’s degree in computer science or an engineering-related field.
- At least 6 years of software development experience.
- Proven Python development experience.
- Experience with agent orchestration frameworks such as LangGraph.
- Experience with agentic AI architecture, MCP, and A2A.
- Understanding of RAG pipelines, vector databases, embeddings, and retrieval techniques such as chunking, indexing, filtering, and relevance tuning.
- Experience with AI evaluation frameworks, prompt testing, or online and offline quality measurement.
Будет плюсом
- Experience developing enterprise-scale applications in a SaaS environment.
- Experience designing observability for infrastructure and AI workloads, including metrics, logging, tracing, and AI quality signals.
- Experience with an object-oriented programming language.