Senior Machine Learning Engineer, Risk AI/ML

Who you are

You have 5+ years of experience in machine learning and AI, with a strong foundation in developing and deploying models that address complex problems. Your expertise in Python and familiarity with frameworks like TensorFlow and PyTorch enable you to build robust solutions that enhance security and trust in financial systems. You thrive in high-pressure environments and are eager to tackle challenging tasks that contribute to the mission of increasing economic freedom through innovative technology.

You are passionate about the potential of blockchain technology and crypto, understanding its implications for the future of finance. You actively seek feedback and are committed to continuous improvement, always looking for ways to enhance your skills and contribute to your team's success. Your collaborative spirit allows you to work effectively with cross-functional teams, ensuring that your contributions align with the broader goals of the organization.

Desirable

Experience with risk management or fraud detection systems is a plus, as is familiarity with data engineering practices. You may also have a background in deploying machine learning models in production environments, which will help you navigate the complexities of real-world applications. A proactive approach to problem-solving and a willingness to engage in innovative projects will set you apart.

What you'll do

As a Senior Machine Learning Engineer at Coinbase, you will be responsible for designing and implementing machine learning models that protect our customers from fraud and account takeovers. You will collaborate closely with data scientists and engineers to develop algorithms that analyze user behavior and detect anomalies in real-time. Your work will directly impact the security of our platform, ensuring that we maintain the highest standards of trust and reliability.

You will engage in the entire machine learning lifecycle, from data collection and preprocessing to model training and evaluation. Your ability to communicate complex technical concepts to non-technical stakeholders will be essential as you work to align your projects with the company's strategic objectives. You will also participate in code reviews and contribute to the development of best practices within the team, fostering a culture of excellence and innovation.

In addition to your technical responsibilities, you will have the opportunity to mentor junior engineers and share your knowledge of machine learning techniques and tools. Your insights will help shape the direction of our AI initiatives and contribute to the overall growth of the team. You will also be involved in exploring new technologies and methodologies that can enhance our capabilities in risk management and fraud prevention.

What we offer

At Coinbase, we offer a dynamic work environment that encourages collaboration and innovation. You will have the opportunity to work with some of the brightest minds in the industry, tackling complex challenges that have a real-world impact. We support your professional development through continuous learning opportunities and provide a flexible work schedule that allows you to balance your personal and professional life.

Our commitment to diversity and inclusion means that we value different perspectives and experiences, fostering a culture where everyone can thrive. We believe in the power of teamwork and collaboration, and we encourage you to apply even if your experience doesn't match every requirement. Join us in building the future of finance and making a difference in the world.