LEAD MACHINE LEARNING ENGINEER

4 weeks ago

Atlantic City, United States Capital One Full time
Center 3 (19075), United States of America, McLean, Virginia

Lead Machine Learning Engineer

As a Capital One Machine Learning Engineer (MLE), you'll be part of an Agile team dedicated to productionizing machine learning applications and systems at scale. You?ll participate in the detailed technical design, development, and implementation of machine learning applications using existing and emerging technology platforms. You?ll focus on machine learning architectural design, develop and review model and application code, and ensure high availability and performance of our machine learning applications. You'll have the opportunity to continuously learn and apply the latest innovations and best practices in machine learning engineering.

The Enterprise ML Tooling team at Capital One constructs AI servicing solutions to meet the needs of our customers. Our team is at the forefront of AI engineering at Capital One turning great research into usable product. You will work with researchers from the AI Foundations team in an effort to deploy, scale, experiment and validate extremely large multimodal models.
  • Partner with teams of data scientists, machine learning engineers and software reliability experts to deploy custom large language, sequence, graph and traditional machine learning models
  • Use a broad set of technologies - PyTorch, HuggingFace, AWS SageMaker, Kubernetes, and Apache Spark in an effort to scale up existing models to support millions of customers
  • Support the AI Foundations team with engineering expertise and in ad-hoc development operations support
  • Design and build automated solutions to manual machine learning processes in order to move research products into deployed models
  • Interface with enterprise platform owners and senior engineering leadership in order to build and manage existing and upcoming solutions

What you?ll do in the role:
  • The MLE role overlaps with many disciplines, such as Ops, Modeling, and Data Engineering. In this role, you'll be expected to perform many ML engineering activities, including one or more of the following:
  • Design, build, and/or deliver ML models and components that solve real-world business problems, while working in collaboration with the Product and Data Science teams.
  • Inform your ML infrastructure decisions using your understanding of ML modeling techniques and issues, including choice of model, data, and feature selection, model training, hyperparameter tuning, dimensionality, bias/variance, and validation).
  • Solve complex problems by writing and testing application code, developing and validating ML models, and automating tests and deployment.
  • Collaborate as part of a cross-functional Agile team to create and enhance software that enables state-of-the-art big data and ML applications.
  • Retrain, maintain, and monitor models in production.
  • Leverage or build cloud-based architectures, technologies, and/or platforms to deliver optimized ML models at scale.
  • Construct optimized data pipelines to feed ML models.
  • Leverage continuous integration and continuous deployment best practices, including test automation and monitoring, to ensure successful deployment of ML models and application code.
  • Ensure all code is well-managed to reduce vulnerabilities, models are well-governed from a risk perspective, and the ML follows best practices in Responsible and Explainable AI.
  • Use programming languages like Python, Scala, or Java.

Basic Qualifications:
  • 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

Preferred Qualifications:
  • 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
  • 2+ years of people leader experience
  • 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

At this time, Capital One will not sponsor a new applicant for employment authorization for this position.

The minimum and maximum full-time annual salaries for this role are listed below, by location. Please note that this salary information is solely for candidates hired to perform work within one of these locations, and refers to the amount Capital One is willing to pay at the time of this posting. Salaries for part-time roles will be prorated based upon the agreed upon number of hours to be regularly worked.

New York City (Hybrid On-Site): $201,400 - $229,900 for Lead Machine Learning Engineer

Candidates hired to work in other locations will be subject to the pay range associated with that location, and the actual annualized salary amount offered to any candidate at the time of hire will be reflected solely in the candidate?s offer letter.

This role is also eligible to earn performance based incentive compensation, which may include cash bonus(es) and/or long term incentives (LTI). Incentives could be discretionary or non discretionary depending on the plan.

Capital One offers a comprehensive, competitive, and inclusive set of health, financial and other benefits that support your total well-being. Learn more at the. Eligibility varies based on full or part-time status, exempt or non-exempt status, and management level.

This role is expected to accept applications for a minimum of 5 business days.

No agencies please. Capital One is an equal opportunity employer committed to diversity and inclusion in the workplace. All qualified applicants will receive consideration for employment without regard to sex (including pregnancy, childbirth or related medical conditions), race, color, age, national origin, religion, disability, genetic information, marital status, sexual orientation, gender identity, gender reassignment, citizenship, immigration status, protected veteran status, or any other basis prohibited under applicable federal, state or local law. Capital One promotes a drug-free workplace. Capital One will consider for employment qualified applicants with a criminal history in a manner consistent with the requirements of applicable laws regarding criminal background inquiries, including, to the extent applicable, Article 23-A of the New York Correction Law; San Francisco, California Police Code Article 49, Sections 4901-4920; New York City?s Fair Chance Act; Philadelphia?s Fair Criminal Records Screening Act; and other applicable federal, state, and local laws and regulations regarding criminal background inquiries.

If you have visited our website in search of information on employment opportunities or to apply for a position, and you require an accommodation, please contact Capital One Recruiting at 1- or via email at . All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodations.

For technical support or questions about Capital One's recruiting process, please send an email to

Capital One does not provide, endorse nor guarantee and is not liable for third-party products, services, educational tools or other information available through this site.

Capital One Financial is made up of several different entities. Please note that any position posted in Canada is for Capital One Canada, any position posted in the United Kingdom is for Capital One Europe and any position posted in the Philippines is for Capital One Philippines Service Corp. (COPSSC).

  • Machine Learning Engineer

    3 months ago

    Salt Lake City, United States The JAAW Group Full time

    Job DescriptionJob DescriptionSalary: 70-100K Based on ExpJob Title: Machine Learning EngineerCompany: JAAW Group working in support of the IRS IB&L TeamLocation: Remote in Salt Lake City AreaEducation Requirement: Bachelor's Degree in an applicable fieldExperience Requirement: Minimum 3 years of relevant experience in Machine LearningJob Description:The...

  • Machine Learning Engineer

    1 month ago

    Jersey City, New Jersey, United States JPMorganChase Full time

    Job Description The Chief Data & Analytics Office (CDAO) at JPMorgan Chase is responsible for accelerating the adoption of advanced AI/ML technologies across the firm. Bring your expertise to take part in this exciting mission, utilizing your strong and insightful technical and people skills. We look, first and foremost, for people who are passionate about...

  • Machine Learning Engineer

    3 months ago

    Daly City, United States Adidev Technologies Inc Full time

    Job DescriptionJob DescriptionSalary: Role: Machine Learning Engineer(This role is open to US Citizens, Green Card holders, GC-EAD only. We do not sponsor visas.) Summary:            Adidev is looking for an adept Machine Learning Engineer to take the helm in deploying advanced machine learning models, with a special emphasis on Generative AI. In...

  • Machine Learning Engineer

    4 weeks ago

    Jersey City, United States US Tech Solutions Full time

    Duration: 09 months contractJob Description:The Machine Learning Engineer will be responsible for designing, implementing, and deploying machine learning models and algorithms to solve complex business problems. You will work closely with data scientists, software engineers, and product managers to develop scalable solutions that leverage advanced analytics...

  • Machine Learning Engineer

    3 weeks ago

    Jersey City, United States US Tech Solutions Full time

    Duration: 09 months contractJob Description:The Machine Learning Engineer will be responsible for designing, implementing, and deploying machine learning models and algorithms to solve complex business problems. You will work closely with data scientists, software engineers, and product managers to develop scalable solutions that leverage advanced analytics...

  • Machine Learning Engineer

    1 day ago

    Redwood City, California, United States Sumo Logic Full time

    About the RoleWe are seeking a highly skilled Staff Engineer - Machine Learning to join our team at Sumo Logic. As a key member of our organization, you will play a critical role in designing and developing innovative ML-powered product capabilities.Key ResponsibilitiesIdentify and Validate Opportunities: Recognize and validate opportunities for the...

  • Machine Learning Engineer

    3 months ago

    Foster City, United States QuinStreet Full time

    Job DescriptionJob DescriptionPowering Performance Marketplaces in Digital MediaQuinStreet is a pioneer in powering decentralized online marketplaces that match searchers and "research and compare" consumers with brands. We run these virtual- and private-label marketplaces in one of the nation's largest media networks.Our industry leading segmentation...

  • Staff Engineer, Machine Learning

    1 month ago

    Redwood City, United States Pubmatic Full time

    Select how often (in days) to receive an alert: Sr Principal Machine Learning Engineer Location: Redwood City, CA, US Department: Machine Learning/Ad Serving PubMatic (Nasdaq: PUBM) is an independent technology company maximizing customer value by delivering digital advertisings supply chain of the future. PubMatics sell-side platform empowers the...

  • Machine Learning Engineer

    3 months ago

    Foster City, United States QuinStreet Full time

    Job DescriptionJob DescriptionPowering Performance Marketplaces in Digital MediaQuinStreet is a pioneer in powering decentralized online marketplaces that match searchers and "research and compare" consumers with brands. We run these virtual- and private-label marketplaces in one of the nation's largest media networks.Our industry leading segmentation...

  • Machine Learning Engineer, 3D Simulation Specialist

    24 hours ago

    Foster City, California, United States Camelot Care Centers Full time

    About the RoleWe are seeking a highly skilled Machine Learning Engineer to join our 3D Simulation team at Camelot Care Centers. As a key member of our team, you will be responsible for leveraging machine learning techniques to improve simulation fidelity and realism.Key ResponsibilitiesResearch and implement state-of-the-art machine learning algorithms to...

  • Senior Lead Software Engineer

    6 days ago

    Jersey City, United States JPMorgan Chase & Co Full time

    Job DescriptionJOB DESCRIPTIONBring your Senior Lead Software Engineering experience to the next level and join The Machine Learning Center of Excellence (MLCOE) Team. The Machine Learning Center of Excellence (MLCOE) team partners across the firm to create and share Machine Learning Solutions for our most challenging business problems. In this role you...

  • Senior Lead Software Engineer

    1 day ago

    Jersey City, United States JPMorgan Chase & Co Full time

    Job DescriptionJOB DESCRIPTIONBring your Senior Lead Software Engineering experience to the next level and join The Machine Learning Center of Excellence (MLCOE) Team. The Machine Learning Center of Excellence (MLCOE) team partners across the firm to create and share Machine Learning Solutions for our most challenging business problems. In this role you...

  • Software Engineer

    1 day ago

    Oklahoma City, United States Meta Full time

    Summary: Meta is seeking Machine Learning Engineers to join our engineering team. The ideal candidate will have industry experience working on a range of classification and optimization problems like payment fraud, click-through rate prediction, click-fraud detection, search ranking, text/sentiment classification, collaborative filtering/recommendation,...

  • Machine Learning Engineer

    6 hours ago

    Foster City, United States Robotics Prcocess Automation, LLC Full time

    W-2 Open Positions Need to be Filled Immediately. Consultant must be on our company payroll, Corp-to-Corp (C2C) is not allowed. Candidates encouraged to apply directly using this portal. We do not accept resumes from other company/ third-party recruiters. Job Overview Job ID: J37916 Specialized Area: Machine learning Job Title: Machine Learning Engineer...

  • Machine Learning Engineer

    10 hours ago

    Foster City, United States Robotics Technologies LLC Full time

    W-2 Open Positions Need to be Filled Immediately. Consultant must be on our company payroll, Corp-to-Corp (C2C) is not allowed.Candidates encouraged to apply directly using this portal. We do not accept resumes from other company/third-party recruiters.Job OverviewJob ID: J37916Specialized Area: Machine learningJob Title: Machine Learning EngineerLocation:...

  • Machine Learning Engineer

    10 hours ago

    Foster City, United States Automation Technologies LLC Full time

    W-2 Open Positions Need to be Filled Immediately. Consultant must be on our company payroll, Corp-to-Corp (C2C) is not allowed.Candidates encouraged to apply directly using this portal. We do not accept resumes from other company/ third-party recruiters.Job OverviewJob ID: J37916Specialized Area: Machine learningJob Title: Machine Learning EngineerLocation:...

  • Machine Learning Engineer

    10 hours ago

    Foster City, United States AI Technologies LLC. Full time

    W-2 Open Positions Need to be Filled Immediately. Consultant must be on our company payroll, Corp-to-Corp (C2C) is not allowed.Candidates are encouraged to apply directly using this portal. We do not accept resumes from other company/ third-party recruiters.Job OverviewJob ID: J37916Specialized Area: Machine learningJob Title: Machine Learning...

  • Machine Learning Engineer

    10 hours ago

    Foster City, United States Robotics Prcocess Automation, LLC Full time

    W-2 Open Positions Need to be Filled Immediately. Consultant must be on our company payroll, Corp-to-Corp (C2C) is not allowed. Candidates encouraged to apply directly using this portal. We do not accept resumes from other company/ third-party recruiters. Job Overview Job ID: J37916 Specialized Area: Machine learning Job Title: Machine Learning Engineer...

  • Machine Learning Engineer

    10 hours ago

    Foster City, United States Cloud Analytics Technologies, LLC Full time

    W-2 Open Positions Need to be Filled Immediately. Consultant must be on our company payroll, Corp-to-Corp (C2C) is not allowed. Candidates encouraged to apply directly using this portal. We do not accept resumes from other company/ third-party recruiters. Job Overview Job ID: J37916 Specialized Area: Machine learning Job Title: Machine Learning Engineer...

  • Machine Learning Engineer

    45 minutes ago

    Foster City, United States Cloud Analytics Technologies, LLC Full time

    W-2 Open Positions Need to be Filled Immediately. Consultant must be on our company payroll, Corp-to-Corp (C2C) is not allowed. Candidates encouraged to apply directly using this portal. We do not accept resumes from other company/ third-party recruiters. Job Overview Job ID: J37916 Specialized Area: Machine learning Job Title: Machine Learning Engineer...