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Software Engineer Machine Learning Platm Engineer

Coinbase

Live

Full-time Posted 24 days ago 7 min read

Ready to be pushed beyond what you think you’re capable of?

At Coinbase, our mission is to increase economic freedom in the world. It’s a massive, ambitious opportunity that demands the best of us, every day, as we build the emerging onchain platform — and with it, the future global financial system.

To achieve our mission, we’re seeking a very specific candidate. We want someone who is passionate about our mission and who believes in the power of crypto and blockchain technology to update the financial system. We want someone who is eager to leave their mark on the world, who relishes the pressure and privilege of working with high caliber colleagues, and who actively seeks feedback to keep leveling up. We want someone who will run towards, not away from, solving the company’s hardest problems.

Our work culture is intense and isn’t for everyone. But if you want to build the future alongside others who excel in their disciplines and expect the same from you, there’s no better place to be.

While many roles at Coinbase are remote-first, we are not remote-only. In-person participation is required throughout the year. Team and company-wide offsites are held multiple times annually to foster collaboration, connection, and alignment. Attendance is expected and fully supported.

The Search & Recommendations Team is a highly ambitious group dedicated to building a recommendations platform that accelerates adoption of ML/AI solutions for personalizing the user experience across the entire Coinbase ecosystem.

Our mission is to democratize access to advanced ML based discovery and personalization solutions by building representation of key entities like users, cryptocurrencies, ENS, NFTs as embeddings, and provide personalized ranking, discovery and recommendations frameworks for all Coinbase teams. As a Machine Learning Platform Engineer on our team, you’ll be driving this transformative shift within the company. You’ll work with state-of-the-art AI and ML models, frameworks, and tools, playing a pivotal role in shaping how people and businesses engage with and benefit from AI in the future.

What you’ll be doing (ie. job duties) :

Design and develop a centralized platform for all Search&Recommendations use cases at Coinbase.
Advocate for and ensure adoption of the platform across teams.
Excel at project execution by managing priorities, deadlines, and deliverables, leveraging your technical expertise.
Write high-quality, well-tested code to address critical product and business needs.
Build scalable, secure systems using modern cloud technologies and industry best practices.
Debug complex technical issues to enhance system reliability, scalability, and ease of operation.
Review and ensure the security, scalability, and architectural integrity of feature designs across teams.
Build pipelines to integrate with third-party vendors and streamline workflows.

What we look for in you (ie. job requirements) :

3+ years of experience in software engineering.
Proven expertise in building and maintaining production services, with a strong understanding of micro-services architecture.
Experience with streaming and batch data processing pipeline on top of Kafka, Spark, Snowflake or similar technologies.
Ability to write high-quality, well-tested code that meets customer needs.
Deep understanding of what high-quality code and software engineering processes look like, and the ability to foster an environment that promotes them.
Strong technical skills in system design and coding
Good high-level grasp of AI/ML concepts like LLMs, GNNs, Deep Learning, Logistic Regression, or Gradient Boosting Trees.
Passion for building an open financial system that unites the world.
Excellent written and verbal communication skills, with a preference for open and transparent cultural practices.

Nice to haves:

Experience navigating rapid company growth (e.g., from startup to mid-size).
Familiarity with Python, GoLang, Docker, Postgres, MongoDB.
Background in Search, Recommendations and ML infrastructure is a strong plus.

Job ID: GPMLP04US

*Answers to crypto-related questions may be used to evaluate your onchain experience.

For this role, Coinbase is piloting an AI tool based on machine learning technologies to conduct initial screening interviews to qualified applicants. The AI tool simulates realistic interview scenarios and engages in dynamic conversation. This pilot is for testing purposes and Coinbase will not use any AI generated score to make an employment decision. Your interview responses, in the form of a voice recording and/or transcript will be assessed in terms of the job qualifications and characteristics listed in the position description above by a human recruiter, who will render a decision for each candidate.

This interview tool will enable us to give a greater number of candidates an initial interview who meet our mandatory hiring criteria. To request a reasonable accommodation due to a qualified disability, please contact accommodations@coinbase.com .

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: : $152,405 USD - $179,300 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 click here to download a free compatible screen reader (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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