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  1. Home
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  5. Lead Machine Learning Engineer
Capital One logo

Lead Machine Learning Engineer

Not Disclosed•Full-TimeOn-site

location_onNYU Paulson Center, 181, Mercer Street, University Village, Manhattan, New York County, New York, 10012, United States

Apply Now

About the Team

As a Capital One Machine Learning Engineer (MLE), you will join an Agile team dedicated to productionizing machine learning applications and systems at scale. Our mission is to bridge the gap between data science innovation and real-world business impact by building robust, high-performance ML infrastructure.

About the Role

This position sits at the intersection of Operations, Modeling, and Data Engineering. You will be responsible for the end-to-end lifecycle of machine learning solutions, from technical design and development to deployment and monitoring. Your work will directly influence how we solve complex business problems using state-of-the-art big data and ML technologies.

In this role, you will collaborate closely with Product and Data Science teams to architect and deliver ML models that drive value. You will ensure high availability and performance while adhering to best practices in Responsible and Explainable AI. The role offers a dynamic environment where you can continuously learn and apply the latest innovations in ML engineering, leveraging cloud-based architectures to optimize models at scale.

Hiring Process

Candidates are expected to submit applications for a minimum of 5 business days. We invite you to apply directly through our careers portal. Please note that no agencies are accepted for this position.

Equal Opportunity & Culture

Capital One is an equal opportunity employer (EOE, including disability/vet) committed to non-discrimination in compliance with applicable federal, state, and local laws. We promote a drug-free workplace and consider for employment qualified applicants with a criminal history in a manner consistent with legal requirements.

We foster an inclusive culture and offer a comprehensive, competitive, and inclusive set of benefits to support your total well-being. If you require an accommodation during the recruiting process, please contact Capital One Recruiting at 1-800-304-9102 or via email at RecruitingAccommodation@capitalone.com. All information provided will be kept confidential.

Note: At this time, Capital One will not sponsor a new applicant for employment authorization, or offer any immigration related support for this position.

Work location

Work model: On-site

location_on

NYU Paulson Center, 181, Mercer Street, University Village, Manhattan, New York County, New York, 10012, United States

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Skills, education and keywords

Skills: Machine Learning, Agile, Golang, Python, Scala, Java, Distributed Computing, Scikit-Learn, Pytorch, Dask.

Education: Bachelor's Degree required; Master's or Doctoral Degree in computer science preferred; Doctoral Degree in computer science preferred.

Frequently asked questions about Lead Machine Learning Engineer at Capital One

What does a Lead Machine Learning Engineer at Capital One do?expand_more
Day-to-day, the Lead Machine Learning Engineer at Capital One will design, build, and deliver ml models and components to solve real-world business problems; construct optimized data pipelines to feed ml models and ensure high availability; leverage cloud-based architectures to deliver optimized ml models at scale; and implement continuous integration and deployment best practices for ml applications.
What are the requirements for this Lead Machine Learning Engineer role?expand_more
Capital One is looking for candidates who meet the following requirements: Bachelor's Degree; 6+ years experience designing and building data-intensive solutions using distributed computing; 4+ years experience programming with Python, Scala, or Java; 2+ years experience building, scaling, and optimizing ML systems; Master's or Doctoral Degree in computer science, electrical engineering, mathematics, or similar field (preferred); and 3+ years experience building production-ready data pipelines for ML models (preferred).
Where is the Lead Machine Learning Engineer role at Capital One located?expand_more
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New York, New York

Key Responsibilities

  • check_circleDesign, build, and deliver ML models and components to solve real-world business problems
  • check_circleConstruct optimized data pipelines to feed ML models and ensure high availability
  • check_circleLeverage cloud-based architectures to deliver optimized ML models at scale
  • check_circleImplement continuous integration and deployment best practices for ML applications
  • check_circleEnsure code is well-managed and models follow Responsible and Explainable AI best practices
  • check_circleDevelop and review model and application code using Python, Scala, Java, or Golang
  • check_circleRetrain, maintain, and monitor ML models in production environments

Requirements

  • verifiedBachelor's Degree
  • verified6+ years experience designing and building data-intensive solutions using distributed computing
  • verified4+ years experience programming with Python, Scala, or Java
  • verified2+ years experience building, scaling, and optimizing ML systems
  • verifiedMaster's or Doctoral Degree in computer science, electrical engineering, mathematics, or similar field (preferred)
  • verified3+ years experience building production-ready data pipelines for ML models (preferred)
  • verified3+ years experience with ML frameworks such as scikit-learn, PyTorch, Dask, Spark, or TensorFlow (preferred)
  • verified2+ years experience developing performant, resilient, and maintainable code (preferred)
  • verified2+ years experience with data gathering and preparation for ML models (preferred)
  • verified1+ years experience leading teams developing ML solutions (preferred)
  • verifiedExperience developing and deploying ML solutions in public cloud (AWS, Azure, or Google Cloud Platform) (preferred)
  • verifiedNo work authorization sponsorship available

Nice to Have

Master's or Doctoral Degree in computer science, electrical engineering, mathematics, or a similar field. 3+ years of experience building production-ready data pipelines that feed ML models. 3+ years of on-the-job experience with an industry recognized ML framework such as scikit-learn, PyTorch, Dask, Spark, or TensorFlow. 2+ years of experience developing performant, resilient, and maintainable code. 2+ years of experience with data gathering and preparation for ML models. 1+ years of experience leading teams developing ML solutions using industry best practices, patterns, and automation. Experience developing and deploying ML solutions in a public cloud such as AWS, Azure, or Google Cloud Platform. Experience designing, implementing, and scaling complex data pipelines for ML models and evaluating their performance. ML industry impact through conference presentations, papers, blog posts, open source contributions, or patents. Experience leveraging interactive AI tooling to accelerate productivity, utilizing capabilities beyond basic code completion.

Benefits & Perks

check_circlePerformance-based incentive compensation including cash bonuses and/or long term incentives
Capital One logo
Company

Capital One

Industry

it

View company profilearrow_forwardlanguageWebsite
Quick Overview

Experience

6+ yrs (Lead)

Education

Bachelor's Degree required

Job Type

Full-Time

Skills Required

Machine LearningAgileGolangPythonScalaJavaDistributed ComputingScikit-LearnPytorchDask
arrow_forward
Lead Machine Learning Engineer at Capital One is based in NYU Paulson Center, 181, Mercer Street, University Village, Manhattan, New York County, New York, 10012, United States. This is a on-site role.
Is this Lead Machine Learning Engineer job remote, hybrid, or on-site?expand_more
Capital One has listed this Lead Machine Learning Engineer role as on-site.
How much experience is required for this Lead Machine Learning Engineer role?expand_more
Lead Machine Learning Engineer at Capital One typically requires 6+ years of relevant experience at the lead level.
What skills do you need for the Lead Machine Learning Engineer role at Capital One?expand_more
Key skills for Lead Machine Learning Engineer at Capital One include Machine Learning; Agile; Golang; Python; Scala; Java; Distributed Computing; and Scikit-Learn.
What education is required for Lead Machine Learning Engineer at Capital One?expand_more
Educational requirements for this role: Bachelor's Degree required; Master's or Doctoral Degree in computer science preferred; and Doctoral Degree in computer science preferred.
What category does the Lead Machine Learning Engineer role belong to?expand_more
Lead Machine Learning Engineer at Capital One is part of the it job category on Recrutus.
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