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Data Scientist II - Identity and Access

Оценка ИИ

Высокая заработная плата, работа в лидирующей криптокомпании мира и сложные, социально значимые задачи. Отличные возможности для профессионального роста в сильной команде.


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Роль требует сильных навыков в статистике, A/B тестировании и моделировании, а также готовности к работе в интенсивной культуре Coinbase. Высокая планка ожиданий к качеству кода и умению работать с неопределенностью в сфере безопасности.

Анализ зарплаты

Медиана165 000 $
Рынок140 000 $ – 190 000 $
Оценка ИИ

Предлагаемая зарплата ($152k - $179k) находится на верхнем уровне рыночных ожиданий для Data Scientist уровня Middle/II в США, особенно в секторе Fintech. Это конкурентное предложение, соответствующее высоким требованиям компании.

Сопроводительное письмо

I am writing to express my strong interest in the Data Scientist II position within the Identity and Access team at Coinbase. With a solid background in quantitative analysis and a passion for the crypto industry, I am eager to apply my expertise in SQL, Python, and statistical modeling to help secure the onchain platform. My experience in driving product impact through iterative development and causal inference aligns perfectly with your mission to increase economic freedom.

In my previous roles, I have successfully designed experiments and developed metrics to solve complex problems, much like the challenge of balancing user friction with security in identity management. I am particularly drawn to Coinbase's intense, high-performance culture and the opportunity to work alongside top-tier talent. I am confident that my analytical skills and commitment to continuous learning will allow me to contribute significantly to your team's success in keeping bad actors out while ensuring a seamless experience for legitimate users.

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Присоединяйтесь к Coinbase, чтобы защищать будущее криптоэкономики с помощью передовых методов анализа данных и машинного обучения!

Описание вакансии

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.

Data Science is an integral component of Coinbase’s product and decision making process: we work in partnership with Product, Engineering and Design to influence the roadmap and better understand our users. With a deep expertise in experimentation, analytics and advanced modeling, we produce insights which directly move the company’s bottom line.

Identity and access is a core challenge in fintech and crypto—keeping users' accounts and assets safe is mission-critical. This role supports Coinbase's identity and access team across accounts, security, login, authentication, and account recovery. Measuring success in this space is uniquely complex: we must let legitimate users in while keeping bad actors out, often before we know who a user truly is. This creates high-impact data science problems in metrics design, experimentation, and modeling.

*What you'll be doing*

  • Perform analyses on products to answer open-ended questions and provide strategic recommendations.
  • Design and guide experiments/analysis to measure impact and drive product improvements, including novel experiment types and methodologies related to logged out users.
  • Develop and maintain key metrics and reports, enhancing data infrastructure for better analysis.
  • Modeling in order to differentiate and isolate good actors vs. bad actors at Coinbase.

*What we look for in you:*

  • At least a BA/BS in a quantitative field (ex Math, Stats, Physics, or Computer Science) with ≥2+ years of relevant experience.
  • Experience driving impact for a digital product with an iterative development cycle.
  • Understanding of statistical concepts and practical experience applying them (in A|B testing, causal inference, ML, etc.).
  • Experience in data analyses using SQL.
  • Experience in programming/modeling in Python.
  • Demonstration of our core cultural values: clear communication, positive energy, continuous learning, and efficient execution.
  • Demonstrates the ability to responsibly use generative AI tools and copilots (e.g., LibreChat, Gemini, Glean) in daily workflows, continuously learn as tools evolve, and apply human-in-the-loop practices to deliver business-ready outputs and drive measurable improvements in efficiency, cost, and quality.

Disclaimer: Applying for a specific role does not guarantee consideration for that exact position. Leveling and team matching are assessed throughout the interview process.

ID: P68598

Pay Transparency Notice:Depending on your work location, the target annual base salary for this position can range as detailed below. Total compensation may also include equity and bonus eligibility and benefits (including medical, dental, vision and 401(k)).

Annual base salary range (excluding equity and bonus):

$152,405—$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 accommodationsat]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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Создайте идеальное резюме с помощью ИИ-агента

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Навыки

  • Data Analysis
  • A/B Testing
  • Python
  • Machine Learning
  • SQL
  • Statistics
  • Generative AI
  • Causal Inference

Возможные вопросы на собеседовании

Позиция сфокусирована на Identity & Access, где важно отличать легитимных пользователей от злоумышленников.

Как бы вы подошли к разработке метрик для оценки эффективности системы аутентификации, учитывая баланс между безопасностью и удобством пользователя?

В описании упоминаются 'novel experiment types' для незалогиненных пользователей.

Какие сложности возникают при проведении A/B тестов для неавторизованных пользователей и как вы предлагаете их решать?

Работа требует выявления плохих акторов.

Опишите ваш опыт использования методов машинного обучения или статистического анализа для обнаружения аномалий или фрода.

Coinbase ценит эффективное исполнение и использование современных инструментов.

Как вы интегрируете генеративный ИИ и инструменты автодополнения кода в свой рабочий процесс для повышения производительности?

Вакансия предполагает работу с причинно-следственными связями.

Расскажите о случае, когда вам пришлось использовать методы причинно-следственного вывода (causal inference) вместо стандартного A/B тестирования.

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coinbase
Страна
США
Зарплата
152 405 $ – 179 300 $