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

United States

Coinbase Logo
Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Digital Finance, FintechIndustries

Skills

Key technologies and capabilities for this role

Machine LearningGenAIMulti-modal ML modelsLLM fine-tuningRisk assessmentReal-time ML pipelinesExplainable MLDNNsTransformersClassificationProduction ML systemsFraud detectionRisk modelingAuto-code generationScalable distributed applications

Questions & Answers

Common questions about this position

What experience level is required for this Staff Machine Learning Engineer role?

Candidates need 8+ years of industry experience in Machine Learning or a PhD plus 5 years.

What education is required for this position?

An MS in Machine Learning, Computer Science, or other technical field is required, with a PhD preferred.

What key technical skills are needed for this role?

A strong foundation in modern ML techniques including DNNs, transformers, LLMs, and classification is required, along with experience building and deploying production ML systems at scale.

What salary or compensation does this position offer?

This information is not specified in the job description.

Is this a remote position or does it require office work?

This information is not specified in the job description.

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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