Machine Learning Engineer
About the role
IC4 Machine Learning Engineer to evolve Coinbase’s conversational ecosystem by building a seamless hybrid vendor-internal chatbot experience and coordinating interactions between vendor AI, internal multi-agent systems, and human participants.
Responsibilities
- Build and improve the orchestration layer that manages state transitions, context sharing, and intent routing across vendor and internal LLM frameworks in a distributed conversational environment.
- Develop production-grade Python services that bridge 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.
- Contribute to system design, coding standards, and AI/ML development best practices across the team.
- Partner with engineers and cross-functional stakeholders to build secure, scalable, and high-performing AI-enabled experiences.
- Participate in design reviews and help ensure features meet Coinbase standards for security, compliance, and performance.
Qualifications
- 2+ years of professional experience in machine learning and software engineering, with experience shipping production-grade ML services.
- Hands-on experience building with modern AI architectures such as LLMs and deep learning, and familiarity with tools such as LangGraph, LangSmith, Google ADK, Vertex AI, or AWS Bedrock.
- Strong proficiency in Python and the 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 and communicate ML system designs clearly to cross-functional stakeholders.
- Uses generative AI responsibly, applying human oversight to deliver business-ready outputs and measurable improvements in efficiency, cost, and quality.
Skills
Benefits
- Medical insurance including Dental & Vision for employees and dependants
- Group Personal Accidental Insurance
- Group Term Life Insurance
- Employee Stock Purchase Plan (ESPP)
- Wellness Stipend
- Mobile/Internet Reimbursement
- Learning and Development Allowance
- Employee Assistance Program
- Travel Medical Policy – Global Traveler
- Fertility Benefits
- Generous Time Off/Leave Policy
About Coinbase
Buy, sell, and manage cryptocurrencies.
Founded in June of 2012, Coinbase is a digital currency wallet and platform where merchants and consumers can transact with new digital currencies like bitcoin, ethereum, and litecoin. Our vision is to bring more innovation, efficiency, and equality of opportunity to the world by building an open financial system. Our first step on that journey is making digital currency accessible and approachable for everyone. Two principles guide our efforts. First, be the most trusted company in our domain. Second, create user-focused products that are easier and more intuitive to use.
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