Staff Machine Learning Engineer

Overview

Base is planning to bring a million developers and a billion users onchain. We need your help to make that happen.

Base’s mission is to build a global onchain economy that increases innovation, creativity, and economic freedom.

Spindl’s mission is to help pay for that new onchain economy by offering developers both incentives to monetize their existing users, and a reliable means to acquire new ones. Ads paid for the first version of the offchain Internet; Spindl (now part of the Base team) is how we help pay for the new onchain one.

Base Ads / Spindl is building the first natively onchain advertising product that offers full-funnel attribution and analytics, and a transparent and permissionless two-sided ads marketplace. We believe an open ads system can help developers grow, get creators and consumers apps paid, and ultimately replace the closed, extractive ad systems of the past.

Our goal is not merely to offer comparable sophistication to the legacy internet marketing world of Facebook and Google, but to surpass it with the unique affordances of the blockchain : transparency, seamless payment rails, better privacy, and a shared consensus reality.

Role

We are looking for a Staff Machine Learning & Infrastructure Engineer to join the Base Ads team to enable and accelerate the success of Spindl and its soon-to-be launched protocol Flywheel. You’ll be the first MLE on the team, and responsible for building out our ranking system from the ground up. You’ll be in charge of picking the tools, harnessing a diverse set of internal and external data sources, working with Data Science on feature generation, and integrating models directly in our ad serving infrastructure. If Base is a fast-moving startup within Coinbase, imagine Spindl as an even earlier-stage team inside that startup. You will have impact and ownership from day one.

What you'll be doing :

• Investigate and harness cutting-edge machine learning methodologies, including deep learning, large language models (LLMs), and graph neural networks, to address diverse challenges throughout Base. These challenges encompass areas such as feed ranking, recommendation systems, targeting, fraud detection, chatbots, and blockchain mining.
• Develop and deploy robust, low-maintenance applied machine learning solutions in a production environment.
• Create onboarding codelabs, tools, and infrastructure to democratize access to machine learning resources across Base, fostering a culture of widespread ML utilization.

What we look for in you

Nice to have

Position ID : GBML06US

Pay Transparency Notice : Depending on your work location, the target annual salary for this position can range as detailed below. Full time offers from Coinbase also include target bonus + target equity + benefits (including medical, dental, vision and 401(k)).

Pay Range :

$218,025—$256,500 USD

Please be advised that each candidate may submit a maximum of four applications within any 30-day period. We encourage you to carefully evaluate how your skills and interests align with Coinbase's roles before applying.

Commitment to Equal Opportunity

Coinbase is proud to be an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, creed, gender, national origin, age, disability, veteran status, sex, gender expression or identity, sexual orientation or any other basis protected by applicable law. Coinbase will also consider for employment qualified applicants with criminal histories in a manner consistent with applicable federal, state and local law. For US applicants, you may view the Employee Rights and the Know Your Rights notices by clicking on their corresponding links. Additionally, Coinbase participates in the E-Verify program in certain locations, as required by law.

Coinbase is also committed to providing reasonable accommodations to individuals with disabilities. If you need a reasonable accommodation because of a disability for any part of the employment process, please contact us at accommodations[at]coinbase.com to let us know the nature of your request and your contact information. For quick access to screen reading technology compatible with this site, you can download a free compatible screen reader and a free step by step tutorial can be found here.

Global Data Privacy Notice for Job Candidates and Applicants

Depending on your location, the General Data Protection Regulation (GDPR) and California Consumer Privacy Act (CCPA) may regulate the way we manage the data of job applicants. Our full notice outlining how data will be processed as part of the application procedure for applicable locations is available here. By submitting your application, you are agreeing to our use and processing of your data as required. For US applicants only, by submitting your application you are agreeing to arbitration of disputes as outlined here.

AI Disclosure

For select roles, 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. A human recruiter will review your interview responses, provided in the form of a voice recording and / or transcript, to assess them against the qualifications and characteristics outlined in the job description.

For select roles, Coinbase is also piloting an AI interview intelligence platform to transcribe and summarize interview notes, allowing our interviewers to fully focus on you as the candidate.

The above pilots are for testing purposes and Coinbase will not use AI to make decisions impacting employment. To request a reasonable accommodation due to disability, please contact accommodations[at]coinbase.com.

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