Machine Learning Engineer, CX Intelligence

<div class="content-intro"><p>Ready to do the most impactful work of your career? At&nbsp;<a href="https://www.coinbase.com/?utm_campaign=mt_o_m_w_m_m__coi_0_jd-onchain&amp;utm_source=coinbase">Coinbase</a>, we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.”&nbsp;<a href="https://www.coinbase.com/careers">learn more about working at Coinbase</a>.</p></div><p class="mb-2 whitespace-pre-wrap">The CX Intelligence Engineering team, part of Coinbase's Enterprise Applications and Architecture org, builds the multi-agent platform powering Coinbase Chat, Help Center, and agent tooling. As a Machine Learning Engineer on this team, you'll design and scale the agentic systems that automate complex customer support workflows, connecting LLMs with internal APIs and tools to deliver fast, accurate, and compliant AI-powered experiences for millions of customers.</p> <p class="mb-2 whitespace-pre-wrap"><strong>What you'll do:</strong></p> <ul> <li>Architect multi-agent systems using advanced orchestration frameworks (LangGraph, Google ADK) to automate complex customer support procedures end-to-end.</li> <li>Build and scale integrations using Model Context Protocol (MCP) to connect LLMs with internal Coinbase APIs, databases, and third-party tooling.</li> <li>Develop automated "LLM-as-a-judge" evaluation pipelines to monitor, measure, and improve the performance of non-deterministic AI agents in production.</li> <li>Implement RAG, fine-tuning, and prompt engineering techniques to ensure chatbot responses are grounded, accurate, and compliant with Coinbase policies.</li> <li>Ship production-ready Python services that are resilient, low-latency, and capable of handling Coinbase-scale traffic across asynchronous microservices.</li> <li>Partner with Conversation Design and Product to translate complex business logic into executable agent procedures within the decentralized architecture.</li> </ul> <p class="mb-2 whitespace-pre-wrap"><strong>Required Skills and Experience:</strong></p> <ul> <li>3+ years building and scaling ML/AI systems in production, with demonstrated experience implementing agentic "Loop" or "ReAct" based systems where AI takes actions autonomously.</li> <li>Deep understanding of the LLM lifecycle including context window management, token optimization, structured output parsing (Pydantic, JSON mode), and multi-agent orchestration frameworks (LangGraph, Google ADK, or similar).</li> <li>Strong proficiency in Python with hands-on experience in microservices architecture, asynchronous programming, high-throughput APIs, and vector databases (Pinecone, Weaviate, or equivalent).</li> <li>Demonstrated ability to explain model behaviors and technical trade-offs to non-technical stakeholders across CX, Legal, and Product teams.</li> <li>Utilizes generative AI responsibly, maintaining human oversight to deliver business-ready outputs and drive measurable improvements in workflow efficiency, cost, and quality.</li> </ul> <p>&nbsp;</p> <p>Job ID: <span data-sheets-root="1">P77545</span></p><div class="content-pay-transparency"><div class="pay-input"><div class="description"><p><strong>Pay Transparency Notice:</strong> The target annual <strong>base</strong> salary for this position can range as detailed below. Total compensation may<strong> </strong>also include equity and bonus eligibility and benefits (including medical, dental, and vision).</p></div><div class="title">Annual base salary range (excluding equity and bonus):</div><div class="pay-range"><span>R$347.900</span><span class="divider">&mdash;</span><span>R$347.900 BRL</span></div></div></div><div class="content-conclusion"><ul> <li style="font-style: italic; font-size: 8pt;"><strong><em>Application Limit: </em></strong>Candidates may submit a maximum of 3 applications within a 6-month period.</li> <li style="font-style: italic; font-size: 8pt;"><span style="font-size: 8pt;"><em><strong>Equal Opportunity Employer: </strong>Coinbase is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, protected veteran status, or genetic information. Applicants with criminal histories will be considered consistent with applicable federal, state, and local laws.</em></span></li> <li style="font-style: italic; font-size: 8pt;"><span style="font-size: 8pt;"><em><strong>US Applicants: </strong>View<a href="https://www.dol.gov/sites/dolgov/files/WHD/legacy/files/eppac.pdf"> Employee Rights</a>,<a href="https://www.eeoc.gov/sites/default/files/2023-06/22-088_EEOC_KnowYourRights6.12.pdf"> Know Your Rights</a>, and<a href="https://static-assets.coinbase.com/e-verify.pdf"> E-Verify</a> Notice of Participation.</em></span></li> <li style="font-style: italic; font-size: 8pt;"><span style="font-size: 8pt;"><em><strong>Accommodations: </strong>If you are an individual with a disability who needs a reasonable accommodation, email us your request and contact info at accommodations[at]coinbase.com.&nbsp;Need screen reading technology?<a href="https://chromewebstore.google.com/detail/screen-reader/kgejglhpjiefppelpmljglcjbhoiplfn"> Click here</a> to download a free compatible screen reader and view the<a href="http://www.chromevox.com/tutorial/"><strong> </strong>tutorial</a>.</em></span></li> <li style="font-style: italic; font-size: 8pt;"><span style="font-size: 8pt;"><em><strong>Data Privacy &amp; Arbitration: </strong>By submitting your application, you agree to our<a href="https://www.coinbase.com/legal/applicant_privacy_notice"> Candidate Privacy Notice</a>. US applicants: By submitting your application, you agree to<a href="https://www.coinbase.com/legal/application-arbitration-agreement"> Arbitration of Disputes</a>.<br></em></span></li> <li style="font-style: italic; font-size: 8pt;"><span style="font-size: 8pt;"><em><strong>AI Disclosure: </strong>Coinbase is piloting an AI tool based on machine learning technologies to conduct initial screening interviews to qualified applicants. The tool simulates realistic interview scenarios and engages in dynamic conversation.&nbsp; Coinbase is also piloting an AI interview intelligence platform to transcribe and summarize interview notes, allowing our interviewers to fully focus on you as th