Cloudflare3 дня назад
Senior Machine Learning Engineer
Hybrid
Обязанности
- 01Architect and evolve a highly scalable, multi-tenant AI/ML platform that seamlessly unifies traditional ML (classification, regression, forecasting) and Generative AI/LLM orchestration
- 02Design and implement robust production-grade AI Agents and Advanced Chatbots
- 03Build reliable execution environments for Multi-Agent Systems, including state management, long-term memory architectures, and Model Context Protocol (MCP) server integrations
- 04Build high-throughput, low-latency application backends and orchestration layers
- 05Partner closely with data, platform, and full-stack engineers to ensure seamless feature delivery and reliable production operations
- 06Act as a technical anchor for the Data Science team – enforcing rigorous engineering standards, leading design and security reviews, evaluating build-vs-buy decisions, and mapping business requirements to robust technical designs
- 07Evaluate trade-offs and drive adoption of modern AI infrastructure tools, optimized embedding pipelines, vector databases, and serverless compute paradigms (such as Workers AI)
Требования
- 01Extensive experience as a Senior or Lead ML Engineer
- 02Proven track record of architecting and operating production-grade ML platforms, services and distributed backends
- 03Strong competency in Traditional ML lifecycles (feature stores, training pipelines, model monitoring)
- 04Deep experience in Generative AI patterns (RAG pipelines, context engineering, fine-tuning, guardrailing, and agentic AI systems)
- 05Mastery of Python and robust experience with modern backend ecosystems
- 06Familiarity with (or willingness to collaborate on) full-stack technologies like React and TypeScript
- 07Builder's mindset comfortable navigating ambiguity and shaping technical roadmap
- 083+ years of dedicated ML Engineering experience within a large-scale, enterprise environment
- 09Proven ability to architect, scale, and secure reliable, highly observable distributed systems
- 10Experience mentoring engineers and fostering a culture of technical excellence
- 11Strong problem-solving skills with ability to independently drive complex projects
- 12Hands-on proficiency in building production-grade GenAI applications and multi-agent systems using advanced LLM frameworks like LangGraph, LangChain, or Autogen
Условия
- 01Austin, TX - Hybrid