Staff Machine Learning Engineer - AI Platform

πŸ“ United States
USD 218,000-256,500 per year
SENIOR
βœ… Remote

SCRAPED

Used Tools & Technologies

Not specified

Required Skills & Competences ?

Security @ 4 Kafka @ 4 Python @ 4 Spark @ 4 Statistics @ 6 Airflow @ 4 Flink @ 4 Kinesis @ 4 Machine Learning @ 4 Leadership @ 4 Communication @ 4 Mentoring @ 4 Data Analysis @ 4 Technical Leadership @ 4 Databricks @ 4 Snowflake @ 4

Details

At Coinbase, our mission is to increase economic freedom in the world by building the emerging onchain platform and the future global financial system. The Platform Product Group builds and maintains critical scalable, compliant infrastructure, including teams like AI Platform.

The AI Platform Team focuses on centralized AI infrastructure and acceleration solutions to drive productivity and innovation across Coinbase, embedding AI-powered features such as recommendations and chatbots to lower barriers to cryptocurrency adoption.

Responsibilities

  • Apply advanced machine learning techniques including large language models (LLMs), deep learning, and graph neural networks to solve complex organizational challenges.
  • Collaborate with management and stakeholders to define strategic roadmaps and translate into actionable quarterly plans.
  • Drive project execution managing priorities, deadlines, and deliverables with technical leadership.
  • Develop high-quality, well-tested Python code addressing product and business needs.
  • Design scalable, secure AI/ML systems following best practices.
  • Mentor team members on design principles, coding standards, and AI productivity tool adoption.
  • Troubleshoot complex technical issues enhancing system reliability and scalability.
  • Ensure security, scalability, and architectural integrity via thorough design reviews.

Requirements

  • 8+ years’ experience in machine learning and software engineering.
  • Proven ability to design, build, scale, and maintain production services focused on data processing, ML, and analytics.
  • Hands-on experience with ML models like LLMs, GNNs, deep learning, logistic regression, or gradient boosting trees.
  • Proficiency in data mining, information retrieval, advanced statistics, natural language processing, or computer vision.
  • Skilled in producing well-tested code to meet customer needs.
  • Experience mentoring junior engineers and setting high engineering standards.
  • Passion for open financial systems and excellent communication skills.

Nice to Haves

  • Bachelor's, Master's, or PhD in Computer Science, Machine Learning, Data Mining, Statistics, or related technical fields.
  • Experience with GenAI frameworks/tools like Apache Airflow, Spark, Flink, Kafka/Kinesis, Snowflake, Databricks.
  • Familiarity with model interpretability and responsible AI practices.
  • Expertise in data analysis and visualization.

Benefits

  • Medical, dental, and vision plans with generous employee contributions
  • Health savings account with company contributions
  • Disability and life insurance
  • 401(k) plan with company match
  • Wellness stipend
  • Mobile/Internet reimbursement
  • Connections stipend
  • Volunteer time off
  • Fertility counseling and benefits
  • Generous time off/leave policy
  • Option to get paid in digital currency

Coinbase is remote-first but requires in-person participation throughout the year with multiple offsites annually.

Job ID: GPML06US

Annual Salary Range: $218,025 β€” $256,500 USD, inclusive of bonus, equity, and benefits.