Machine Learning Engineer
$4,408,400–$4,408,400 year
HybridMumbai, Maharashtra, India
Job Summary
Build and improve the orchestration layer managing state transitions, context sharing, and intent routing across vendor and internal LLM frameworks in a distributed conversational environment. Develop production-grade Python services bridging advanced AI and ML capabilities with reliable customer-facing products. Drive well-scoped ML projects from design through delivery, balancing technical trade-offs and collaborating across teams to build secure, scalable, and high-performing AI-enabled experiences. Participate in design reviews ensuring features meet Coinbase standards for security, compliance, and performance. This IC4 Machine Learning Engineer role evolves the conversational ecosystem within the CX Intelligence team, which powers Coinbase's chat, Help Center, and agent tooling.
Required Qualifications
- 2+ years of professional experience in machine learning and software engineering
- experience shipping production-grade ML services
- Hands-on experience building with modern AI architectures such as LLMs and deep learning
- familiarity with tools such as LangGraph, LangSmith, Google ADK, Vertex AI, or AWS Bedrock
- Strong proficiency in Python
- ability to write clean, maintainable, well-tested production code
- Working knowledge in at least one domain such as NLP, information retrieval, computer vision, or statistical modeling
- Ability to write technical design documents
- communicate ML system designs clearly to cross-functional stakeholders
- Uses generative AI responsibly
- applying human oversight to deliver business-ready outputs
- measurable improvements in efficiency, cost, and quality
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