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Staff Machine Learning Engineer - Platform (Core Automation) at Coinbase
CoinbaseRemote - USA·11h ago
LeadFull-timePythonMachine LearningAIML
Salary Range
$153,000 - $207,000 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
We are looking for a Machine Learning Engineer to join our Core Automation Team at Coinbase. This role focuses on developing AI infrastructure and automation solutions that enhance productivity and create meaningful customer impact. You will play a key role in transforming operations for customer support and compliance teams while delivering exceptional customer experiences.
Key Responsibilities
- →Explore and apply advanced machine learning techniques, including large language models (LLMs) and deep learning, to solve complex challenges across the organization.
- →Collaborate with management and stakeholders to define strategic roadmaps and translate them into actionable quarterly plans.
- →Drive project execution by managing priorities, deadlines, and deliverables, leveraging your technical expertise.
- →Develop high-quality, well-tested Python code to address critical product and business needs.
- →Design scalable, secure systems using state-of-the-art AI/ML technologies and industry best practices.
- →Mentor team members on design principles, coding standards, and the adoption of AI productivity tools.
- →Troubleshoot and resolve complex technical issues to improve system reliability, scalability, and operational efficiency.
- →Ensure the security, scalability, and architectural integrity of feature designs through thorough reviews across teams.
Requirements
- ✓8+ years of experience in machine learning and software engineering.
- ✓Proven expertise in designing, building, scaling, and maintaining production services, with a strong focus on data processing/machine learning/analytics.
- ✓Hands-on experience with at least one ML model type, such as LLMs, GNNs, Deep Learning, Logistic Regression, or Gradient Boosting Trees.
- ✓Proficiency in one or more areas, including data mining, information retrieval, advanced statistics, natural language processing, or computer vision.
- ✓Ability to write high-quality, well-tested code that effectively addresses customer needs.
- ✓Experience mentoring and developing junior engineers by implementing processes and setting a high standard for excellence.
- ✓Passion for building an open financial system that connects the world.
- ✓Exceptional written and verbal communication skills, with a commitment to open and transparent cultural practices.
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