Coinbase

Senior Machine Learning Engineer - (Platform)

United States

Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Fintech, Cryptocurrency, Artificial IntelligenceIndustries

Requirements

Candidates should have 5+ years of experience in machine learning and software engineering, with proven expertise in designing, building, scaling, and maintaining production services focused on data processing, machine learning, or analytics. They must have hands-on experience with at least one ML model type such as LLMs, GNNs, Deep Learning, Logistic Regression, or Gradient Boosting Trees, and proficiency in areas like data mining, information retrieval, advanced statistics, natural language processing, or computer vision. The ability to write high-quality, well-tested code is essential, along with a passion for building an open financial system and exceptional communication skills. A Bachelor's, Master's, or PhD in a related technical field is preferred, as is proficiency with GenAI frameworks and tools like Apache Airflow, Spark, Flink, Kafka/Kinesis, Snowflake, and Databricks.

Responsibilities

The Senior Machine Learning Engineer will explore and apply advanced machine learning techniques, including LLMs and deep learning, to solve complex organizational challenges. They will drive project execution by managing priorities, deadlines, and deliverables, and develop high-quality, well-tested Python code for critical product and business needs. Responsibilities include designing scalable, secure systems using state-of-the-art AI/ML technologies and industry best practices, mentoring team members on design principles and coding standards, and troubleshooting complex technical issues to enhance system reliability and efficiency. The role also involves ensuring the security, scalability, and architectural integrity of feature designs through thorough cross-team reviews.

Skills

Machine Learning
Large Language Models (LLMs)
Deep Learning
Python
AI/ML Technologies
System Design
Scalability
Security
Blockchain Data
Mentoring

Coinbase

Digital currency wallet and transaction platform

About Coinbase

Coinbase provides a platform for buying, selling, and storing digital currencies like bitcoin, ethereum, and litecoin. Users can create a digital wallet to manage their cryptocurrency transactions easily. The platform is designed to be user-friendly, making it accessible for both merchants and consumers. Unlike many competitors, Coinbase focuses on building trust with its users through reliable services and a straightforward interface. The company's goal is to create an open financial system that promotes innovation and equal opportunities in the digital currency space.

San Francisco, CaliforniaHeadquarters
2012Year Founded
$616.1MTotal Funding
IPOCompany Stage
Fintech, Crypto & Web3Industries
5,001-10,000Employees

Benefits

Health Insurance
Dental Insurance
Vision Insurance
401(k) Retirement Plan
401(k) Company Match

Risks

Increased political spending may lead to regulatory backlash.
Emergence of competitors like Remittix threatens Coinbase's market share.
Legal challenges from CBBTC launch could harm financial and reputational standing.

Differentiation

Coinbase offers a user-friendly platform for digital currency transactions and storage.
The company has expanded its European presence by acquiring BUX Europe Limited.
Coinbase integrates Apple Pay for seamless fiat-to-crypto conversions.

Upsides

Acquisition of BUX Europe Limited enhances Coinbase's regulatory compliance in the EEA.
Digital asset lending program for Prime clients boosts revenue potential.
Avant-garde educational platform increases user engagement and trust.

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