Used Tools & Technologies
Not specified
Required Skills & Competences ?
Security @ 4 Kafka @ 3 Python @ 4 Spark @ 3 Statistics @ 6 Airflow @ 3 Flink @ 3 Kinesis @ 3 Machine Learning @ 4 Communication @ 7 Data Analysis @ 4 TAG @ 4 Databricks @ 3 NLP @ 6 Customer Support @ 4 Snowflake @ 3 Compliance @ 4Details
At Coinbase, the Core Automation team builds AI infrastructure and automation solutions to boost productivity, streamline operations for customer support and compliance teams, and improve customer experiences using state-of-the-art AI models, frameworks, and diverse data sources (including blockchain data). This role is part of the Platform Product Group focused on building a trusted, scalable, and compliant platform.
Responsibilities
- Explore and apply advanced machine learning techniques, including large language models (LLMs) and deep learning, to solve complex organizational challenges.
- Drive project execution by managing priorities, deadlines, and deliverables.
- Develop high-quality, well-tested Python code to address product and business needs.
- Design scalable, secure systems using modern AI/ML technologies and industry best practices.
- Mentor team members on design principles, coding standards, and adoption of AI productivity tools.
- Troubleshoot and resolve complex technical issues to improve reliability, scalability, and operational efficiency.
- Ensure security, scalability, and architectural integrity of feature designs through thorough cross-team reviews.
Requirements
- 5+ years of experience in machine learning and software engineering.
- Proven experience 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 (examples listed: LLMs, GNNs, deep learning, logistic regression, gradient boosting trees).
- Proficiency in one or more areas such as data mining, information retrieval, advanced statistics, natural language processing (NLP), or computer vision.
- Ability to write high-quality, well-tested code (Python emphasized).
- Passion for building an open financial system and strong written and verbal communication skills.
Nice to haves
- Bachelor’s, Master’s, or PhD in Computer Science, Machine Learning, Data Mining, Statistics, or related technical field.
- Familiarity or proficiency with GenAI frameworks/tools and technologies such as Apache Airflow, Spark, Flink, Kafka/Kinesis, Snowflake, and Databricks.
- Familiarity with model interpretability and responsible AI practices.
- Expertise in data analysis and visualization.
Compensation & Logistics
- Job ID: GPML05US
- Employment note: Remote-first role with in-person participation required throughout the year (team and company offsites). Tag: #LI-Remote
- Pay Range (target annual salary): $191,100 — $191,100 USD. Full-time offers also include target bonus, target equity, and benefits (medical, dental, vision).
Benefits
- Extended health care, dental, vision, consult+ virtual health care
- Life & accident insurance, disability coverage
- Employee Stock Purchase Plan (ESPP), wellness stipend, mobile/internet reimbursement
- Connections stipend, learning & development allowance, employee assistance program
- Travel medical policy, fertility benefits, generous time off / leave policy
Other
- Coinbase emphasizes an intense, high-performance work culture and values candidates who are mission-driven and able to work collaboratively. The posting notes pilots of AI tools for initial screening and interview intelligence (human review retained).