Lead Machine Learning Engineer - Intelligent Foundations and Experiences (IFX)

Discover Financial
New York, Virginia
Full timeUSD 215,200 - 245,600 annuallyFunction: Data Science & Machine LearningExperience: 6+ yearsEducation: bachelorsSkills: ["Cross-functional collaboration","Problem solving","Test automation","Governance","Software engineering best practices"]

Build and productionize machine learning applications and systems at scale within an Agile team. Own technical design and implementation of ML models and components, including model training, hyperparameter tuning, validation, and bias/variance considerations. Write, test, and automate deployment for ML code and data pipelines, retrain and monitor models in production, and use cloud architectures while applying Responsible and Explainable AI and governance best practices.

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Discover Financial
Discover Financial
3 days ago

Lead Machine Learning Engineer - Intelligent Foundations and Experiences (IFX)

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Last checked: 5 hours agoStatus: Live

Job Summary

Build and productionize machine learning applications and systems at scale within an Agile team. Own technical design and implementation of ML models and components, including model training, hyperparameter tuning, validation, and bias/variance considerations. Write, test, and automate deployment for ML code and data pipelines, retrain and monitor models in production, and use cloud architectures while applying Responsible and Explainable AI and governance best practices.
Location: New York, Virginia
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Manager level

Key Responsibilities

  • •Design, build, and deliver ML models and components to solve real-world business problems in collaboration with Product and Data Science.
  • •Develop and review ML model and application code, and write and test application code including automating tests and deployment.
  • •Retrain, maintain, and monitor models in production to ensure high availability and performance.
  • •Construct optimized data pipelines to feed ML models and build cloud-based architectures at scale.
  • •Apply CI/CD best practices, and ensure code and ML governance from a risk perspective using Responsible and Explainable AI.

Pay and Benefits

Salary: USD 215,200 - 245,600 annually

Key Requirements

  • •Bachelor’s degree.
  • •6+ years designing and building data-intensive solutions using distributed computing.
  • •4+ years programming with Python, Scala, or Java.
  • •2+ years building, scaling, and optimizing ML systems.
  • •2+ years developing performant, resilient, and maintainable code.
Experience:6+ years
Education:Bachelor's
Skills:Cross-functional collaborationProblem solvingTest automationGovernanceSoftware engineering best practices
Tech Stack:PythonScalaJavaDistributed computingMachine learningModel trainingHyperparameter tuningValidationBias/varianceScikit-learnPyTorchDaskSparkTensorFlowData pipelinesContinuous integrationContinuous deploymentCI/CDMonitoringAWS

Eligibility

Visa:H1BF-1 OPTF-1 STEM OPTF-1 CPTJ-1TNE-3O-1
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