Capital One
Washington DC

Senior Manager - Python Standards Implementation at Capital One (Washington DC)

| Washington DC
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1750 Tysons (12023), United States of America, McLean, Virginia

Senior Manager - Python Standards Implementation

At Capital One, we’re building a leading information-based technology company. Still founder-led by Chairman and Chief Executive Officer Richard Fairbank, Capital One is focused on helping our customers succeed by bringing ingenuity, simplicity, and humanity to banking. We measure our efforts by the success our customers enjoy and the advocacy they exhibit. We are succeeding because they are succeeding.

Guided by our shared values, we thrive in an environment where collaboration and openness are valued. We believe that innovation is powered by perspective and that teamwork and respect for each other lead to superior results. We elevate each other and obsess about doing the right thing. Our associates serve with humility and a deep respect for their responsibility in helping our customers achieve their goals and realize their dreams. Together, we are on a quest to change banking for good.

As a Senior Manager Data Scientist in the Retail and Direct Bank, you’ll be part of a high performing team that is working to define the next generation of banking. The Bank Data Science team has a relentless focus on the craft of modeling, coding, and innovation with a target towards continually improving customer experience and delivering value to the business. Using the latest in machine learning and distributed computing technologies, you will be building the next generation of data products to enable automation and aim for the right decision at the right time for in-the-moment action.

This role is centered around the application of Python and its flexibility across imperative, object-oriented, and functional programming styles. It includes building reusable assets in a Pythonic environment and embodies core principles of The Zen of Python. While an early focus of the role will be on designing and building the model development and execution patterns of the future, there will remain a consistent and ultimately primary intent to establish, educate, and evangelize the best practices required of data scientists to successfully use these platforms with robust and resilient code. The role requires a willingness to teach these principles to other members on the team.

In this role you will:

  • Own in-house developed tools & libraries in support of statistical and machine learning model building and deployment to various execution platforms including:

    • New tool and platform discovery and investigation 

    • Technical documentation in support of playbook(s) standards, FAQs

    • Tool adoption, modification, and development to standardize, automate and inner-source best practices for data source access, model development, model promotion to production and model monitoring

  • Leverage expertise on platforms and software best practices to enable and improve data scientists’ code resiliency and performance including:

    • Developing or curating training for software development best practices for data scientist mastery on model build and execution platforms

    • Developing code and repo quality standards and train data scientists to adopt and adhere to these standards with structured peer code reviews

    • Host office hours or other avenues to assist data scientists in need of assistance on model build and execution platforms and tools

    • Engage with the data science community to solicit feedback and lead virtual or in-person training sessions

    • Develop and maintain up to date playbooks for the tools and development practices

  • Performance optimization: evaluate existing ML pipelines and analyze computational optimizations using the latest in distributed storage and compute paradigms.

Basic Qualifications

  • Bachelor’s Degree plus 6 years of experience in data analytics, or Master’s Degree plus 4 years in data analytics, or PhD plus 1 year of experience in data analytics

  • At least 2 years of experience in open source programming languages for large scale data analysis

  • At least 2 years of experience with machine learning

  • At least 2 years of experience with relational databases
     

Preferred Qualifications:

  • Bachelor’s Degree or Master’s Degree in Computer Science, Computer Engineering, Statistics, Math plus 3 years of experience in data analytics

  • At least 1 year of experience and proficiency in working with AWS (S3, EMR, EC2, IAM, Lambda)

  • At least 2 years of experience with containerization (Docker)

  • At least 4 years of experience working in Python

  • At least 4 years of experience with PyData software stacks (pandas, numpy, scipy, sklearn, statsmodels) 

  • At least 4 years of experience with machine learning

  • At least 4 years of experience with SQL

Capital One will consider sponsoring a new qualified applicant for employment authorization for this position.

 

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, race, color, age, national origin, religion, physical and mental disability, genetic information, marital status, sexual orientation, gender identity/assignment, citizenship, pregnancy or maternity, protected veteran status, or any other status prohibited by applicable national, 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 1-800-304-9102 or via email at [email protected] 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 [email protected]

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).

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Technology we use

  • Engineering
    • GolangLanguages
    • JavaLanguages
    • JavascriptLanguages
    • PHPLanguages
    • PythonLanguages
    • RLanguages
    • RubyLanguages
    • ScalaLanguages
    • SqlLanguages
    • AngularJSFrameworks
    • HadoopFrameworks
    • Node.jsFrameworks
    • SparkFrameworks
    • TensorFlowFrameworks
    • CassandraDatabases
    • HBaseDatabases
    • MongoDBDatabases
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What are Capital One Perks + Benefits

Capital One Benefits Overview

At Capital One, we're committed to ensuring you and your family feel supported and cared for, and we know that your benefits play a large role in that support. Our goal is to provide a comprehensive and competitive set of benefits that offer the flexibility and choice to meet the diverse needs of all associates. We want each of you to Be Well physically, emotionally, and financially.

Culture
Volunteer in local community
Volunteer projects are encouraged and supported by Capital One through both traditional monetary contributions and flexibility to participate in associate-led initiatives.
Partners with Nonprofits
Capital One’s philanthropy program provides grants to organizations that support education, financial literacy and community development, including affordable housing and small business development.
Friends outside of work
Eat lunch together
Intracompany committees
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Pair programming
Open office floor plan
Diversity
Documented equal pay policy
Dedicated Diversity/Inclusion Staff
Unconscious bias training
Diversity manifesto
Mean gender pay gap below 10%
Diversity Employee Resource Groups
Business Resource Groups (BRGs) play an important role in attracting world-class talent, developing tomorrow’s leaders, engaging and retaining our diverse workforce and enhancing our workplace.
Hiring Practices that Promote Diversity
Our professional recruiting teams focus on attracting underrepresented talent for our key business roles, including analyst, product, and tech roles across varied tactics and connection points.
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Capital One offers two flexible spending accounts (FSAs) – a Health Care FSA and Dependent Care FSA – administered by Anthem.
Disability Insurance
Capital One automatically provides full-time associates with Short-Term Disability and Basic Long-Term Disability coverage at no cost. You have the option to purchase Supplemental Long-Term Disability
Dental Benefits
Capital One offers coverage through Delta Dental to help you maintain your smile through regular preventive care and treatment for any dental problems that may arise.
Vision Benefits
To help you keep life in focus, vision coverage through Anthem Blue View Vision provides benefits for eye exams and vision correction treatment.
Health Insurance Benefits
Our medical plans provide comprehensive and affordable coverage for a range of health care services and are designed with the ability to be flexible and choose which benefits work for your needs.
Life Insurance
We provide full-time and eligible part-time associates with Basic Life, and Accidental Death and Personal Loss (AD&PL) Insurance at no cost.
Wellness Programs
Onsite Gym
Mental Health Benefits
Capital One's Employee Assistance Program provides a robust set of services including telephonic, virtual and/or face-to-face counseling, legal and financial assistance, ID theft recovery, and more.
Retirement & Stock Options Benefits
401(K)
Through automatic payroll deductions, you may contribute up to 50% of your Annual Benefits Salary (base salary, shift differential, bonuses, commission, incentives and overtime) to your account.
401(K) Matching
Capital One will match 100% of the first 3% of Annual Benefits Salary that you contribute, plus 50% of the next 3% of Annual Benefits Salary that you contribute.
Employee Stock Purchase Plan
You can elect to contribute between 1% and 15% of your base salary** to the ASPP and receive a partial match on your contributions from Capital One. **Includes standard pay and any commissions
Match charitable contributions
Child Care & Parental Leave Benefits
Child Care Benefits
The Bright Horizons Care Advantage Program provides alternative child and adult care options during a lapse or breakdown in normal care arrangements.
Generous Parental Leave
Flexible parental leave options are available to full-time associates at the time of their child’s birth or arrival in their home.
Flexible Work Schedule
Remote Work Program
Family Medical Leave
Adoption Assistance
The Adoption Reimbursement program provides financial support to full-time associates who are building their families through adoption.
Vacation & Time Off Benefits
Generous PTO
Paid Holidays
Paid Sick Days
Perks & Discounts
Casual Dress
Commuter Benefits
Company Outings
Happy Hours
Parking
Recreational Clubs
Relocation Assistance
Fitness Subsidies
Home Office Stipend for Remote Employees
Professional Development Benefits
Job Training & Conferences
Tuition Reimbursement
Diversity Program
Lunch and learns
Cross functional training encouraged
Promote from within
Mentorship program
Continuing Education stipend
Time allotted for learning
Online course subscriptions available
Customized development tracks
Paid industry certifications

Additional Perks + Benefits

Capital One’s perks and benefits are progressive and industry leading. We have always believed in the importance of providing comprehensive and expansive benefits to complement and contribute to our associates’ total compensation package. For example, we were one of the first major companies to offer same-sex marriage benefits back in 1997 and we have since continued to build our benefits portfolio to include a host of other LGBTQ+ friendly offerings, from fertility coverage to reimbursements for associates who chose to build their families through adoption and surrogacy, to domestic partner benefits and health coverage for gender reassignment. In addition, Capital One’s campuses offer fitness facilities, cafés and, at certain locations, onsite health services for associates and their families. Our benefits package is unique as it provides flexibility for you to determine your path to health, wealth and life support.

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