Senior Machine Learning Engineer - Machine Learning Infrastructure
FlipSalary not specified
Full Time
Senior (5 to 8 years)
Lead Machine Learning Engineer - ML/AI at Capital One
Cambridge, Massachusetts, United States
Not SpecifiedCompensation
Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Banking, Finance, Risk ManagementIndustries
Requirements
- Passionate communicator, comfortable explaining complex technical concepts to non-technical partners, including large audiences
- Passion for staying abreast of the latest research, ability to understand scientific publications and apply novel techniques in production
- Ability to adapt quickly, thrive on big undefined problems, ask questions, dig deep, articulate findings concisely, and share new ideas
- Deeply technical with strong foundation in engineering and mathematics
- Expertise in hardware, software, and AI to identify and exploit optimization opportunities
- Resilient trailblazer able to forge new paths to achieve business goals
Responsibilities
- Partner with cross-functional team of engineers, data scientists, product managers, and designers to deliver AI-powered products
- Design, develop, test, deploy, and support AI software components utilizing machine learning models, including model evaluation, experimentation, large language model inference, similarity search, guardrails, governance, observability, and agentic AI
- Fine-tune, develop, and evaluate machine learning and foundation models
- Collaborate in a cross-functional Agile team to create and enhance software using state-of-the-art AI and ML capabilities
- Contribute thought leadership and technical vision to the long-term roadmap of pioneering AI systems
- Leverage a broad stack of Open Source and SaaS AI technologies
- Inform ML infrastructure decisions using understanding of ML modeling techniques and issues
- Retrain, maintain, and monitor models in production
- Construct optimized data pipelines to feed ML models
- Ensure all code is well-managed to reduce vulnerabilities, models are well-governed from a risk perspective, and ML follows best practices in Responsible and Explainable AI
Skills
Machine Learning
AI
ML Models
Model Evaluation
Experimentation
Deployment
Software Engineering
Data Science
Capital One
Offers diverse financial products and services
About Capital One
Capital One provides a variety of financial services aimed at making banking accessible and easy for everyone. The company offers products such as credit cards, savings accounts, car loans, and business checking accounts, catering to both individual consumers and small businesses primarily in the United States. Capital One's approach includes user-friendly banking solutions with no fees or minimums for checking accounts, allowing customers to manage their finances more effectively. They generate revenue through interest on loans, credit card fees, and investment banking services. What sets Capital One apart from its competitors is its strong commitment to financial inclusion and literacy, demonstrated through community partnerships and educational initiatives, such as collaborations with Khan Academy. The company's goal is to create a more inclusive financial system and empower customers with the knowledge and tools they need to make informed financial decisions.
McLean, VirginiaHeadquarters
2014Year Founded
$15.9MTotal Funding
IPOCompany Stage
Fintech, Financial ServicesIndustries
10,001+Employees
Benefits
Medical, Dental, & Vision coverage
Onsite Health Centers
Prescription saving with network of local pharmacies
Stock Purchase Plan
Education Assistance
401(k)
Flexible Spending Accounts
Life and Disability insurance
Generous paid time off + corporate & floating holidays
Registered dieticians on site, cooking classes and free virtual fitness classes
Employee Assistance Program
Risks
Increased competition in subscription management tools may dilute Capital One's advantage.
Over-reliance on partnerships could expose Capital One to technological risks.
Departure of key personnel like Joe Rodriguez may affect risk management continuity.
Differentiation
Capital One offers user-friendly banking with no fees or minimums for checking accounts.
The company partners with Khan Academy to provide financial literacy education.
Capital One is the first major U.S. bank to offer subscription management tools.
Upsides
Capital One's mobile app is a model for secure, user-friendly digital banking.
Data sharing with Worldpay enhances payment security and fraud prevention.
Partnerships with fintechs like Minna Technologies improve customer experience.
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