[Remote] Staff Machine Learning Engineer (Referrals) at Coinbase

United States

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Digital Finance, FintechIndustries

Requirements

Candidates should possess 8+ years of industry experience in Machine Learning, or a PhD plus 5 years of experience, and hold an MS in Machine Learning, Computer Science, or a related technical field, with a PhD preferred. They must be a 10x developer capable of utilizing auto-code generation techniques for ML and scalable distributed applications, and demonstrate a strong foundation in modern ML techniques such as DNNs, transformers, LLMs, and classification.

Responsibilities

The Staff Machine Learning Engineer will design and implement multi-modal ML models for document understanding and information extraction, fine-tune LLMs for automated document processing and risk assessment, create real-time ML pipelines for risk detection, collaborate with experts to translate domain knowledge into ML features and models, build explainable ML systems, and work with platform teams to deploy models at scale with high availability and low latency.

Skills

Machine Learning

GenAI

Multi-modal ML models

LLM fine-tuning

Risk assessment

Real-time ML pipelines

Explainable ML

DNNs

Transformers

Classification

Production ML systems

Fraud detection

Risk modeling

Auto-code generation

Scalable distributed applications

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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