Lead Machine Learning Engineer (Manager IC)

Discover Financial
Cambridge, Virginia, Richmond
Workplace: OnsiteFull timeUSD 179,400 - 225,100 annuallyFunction: Data Science & Machine LearningExperience: 6+ yearsEducation: bachelorsSkills: ["Cross-functional communication","Technical problem-solving","Collaboration","Thought leadership","Agile execution"]

Build and deploy AI-powered software for risk management in Capital One’s Risk Tech organization. Partner with engineers, data scientists, product managers, and designers to design, develop, test, and support ML components including model evaluation, experimentation, LLM inference, similarity search, guardrails, governance, observability, and agentic AI. Retrain, monitor, and govern models in production while constructing optimized data pipelines and providing technical vision for the long-term roadmap.

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FursaFursa
Discover Financial
Discover Financial
1 month ago

Lead Machine Learning Engineer (Manager IC)

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Last checked: 2 hours agoStatus: Live

Job Summary

Build and deploy AI-powered software for risk management in Capital One’s Risk Tech organization. Partner with engineers, data scientists, product managers, and designers to design, develop, test, and support ML components including model evaluation, experimentation, LLM inference, similarity search, guardrails, governance, observability, and agentic AI. Retrain, monitor, and govern models in production while constructing optimized data pipelines and providing technical vision for the long-term roadmap.
Location: Cambridge, Virginia, Richmond
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Sr. Manager level

Key Responsibilities

  • •Partner with cross-functional teams to deliver AI-powered products that provide value to customers and associates.
  • •Design, develop, test, deploy, and support AI software components using machine learning, including evaluation, experimentation, and LLM inference features.
  • •Fine-tune, develop, and evaluate machine learning and foundation models.
  • •Collaborate in an Agile team to create and enhance software utilizing modern AI/ML capabilities.
  • •Retrain, maintain, and monitor models in production while ensuring well-governed, responsible, and explainable AI with optimized data pipelines.

Pay and Benefits

Salary: USD 179,400 - 225,100 annually

Key Requirements

  • •Bachelor’s Degree.
  • •At least 6 years of experience designing and building data-intensive solutions using distributed computing (internship experience does not apply).
  • •At least 4 years of experience programming with Python, Scala, or Java.
  • •At least 2 years of experience building, scaling, and optimizing ML systems.
  • •Experience developing production-ready data pipelines that feed ML models.
Experience:6+ years
Education:Bachelor's
Skills:Cross-functional communicationTechnical problem-solvingCollaborationThought leadershipAgile execution
Tech Stack:PythonScalaJavaDistributed computingMachine learningML modelsLarge language model inferenceSimilarity searchGuardrailsGovernanceObservabilityAgentic AIOpen SourceSaaS AIScikit-learnPyTorchDaskSparkTensorFlowRetrieval Augmented Generation (RAG)

Eligibility

Work Authorization:Authorization required. Sponsorship not provided.

Company Brief

Discover Financial
Provides consumer banking products, credit cards, personal loans, and payment services through the Discover brand. It operates a major U.S. financial network and serves individuals and merchants with lending and digital payment solutions.
Industry: Retail Banking
Company Size: Enterprise (1,001+ employees)
Revenue: USD 10M to 25M
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Riverwoods, United States
Founded: 1985
WebsiteLinkedIn