Capital One company image
Capital One
Hybrid
View Profile
Jobs//Hybrid//Washington DC//Data + Analytics//

Data Science Manager, Digital ML

Sorry, this job was removed at 12:35 p.m. (CST) on Friday, December 10, 2021
View 10435 Jobs
Find out who's hiring in Washington DC.
See all Data + Analytics jobs in Washington DC
View 10435 Jobs
Apply
By clicking Apply Now you agree to share your profile information with the hiring company.

Towers Crescent (12066), United States of America, Vienna, Virginia

Data Science Manager, Digital ML

Data is at the center of everything we do. As a startup, we disrupted the credit card industry by individually personalizing every credit card offer using statistical modeling and the relational database, cutting edge technology in 1988! Fast-forward a few years, and this little innovation and our passion for data has skyrocketed us to a Fortune 200 company and a leader in the world of data-driven decision-making.

As a Data Scientist at Capital One, you’ll be part of a team that’s leading the next wave of disruption at a whole new scale, using the latest in computing and machine learning technologies and operating across billions of customer records to unlock the big opportunities that help everyday people save money, time and agony in their financial lives.

Team Description

Digital ML is the data science and machine learning team inside Capital One’s Digital Products organization. We deliver real-time, personalized, intelligent customer experiences in Capital One’s suite of award-winning digital products, including our website, mobile app, emails, chatbot, and beyond. We partner closely with our product and engineering teams to build the data and modeling platforms crucial to delighting a combined 52 million customers each month and empowering them to manage their financial lives digitally.

As part of Digital ML, you will work on things like:

  • The servicing optimization engine that anticipates customers’ needs in real time and helps them manage their accounts, purchases, payments, rewards, and more 

  • The marketing optimization engine that selects the right offer for the right customer

  • The experimentation engine that enables us to rigorously test new features, messaging and offers for our customers

  • Customer behavioral analyses (using transaction, clickstream and other data) that identify trends, patterns and relationships related to product usage 

Role Description

In this role, you will:

  • Partner with a cross-functional team of data scientists, software engineers, and product managers to deliver a product customers love

  • Leverage a broad stack of technologies — Python, Conda, AWS, Pytorch, and more — to reveal the insights hidden within huge volumes of structured and unstructured data

  • Build machine learning models through all phases of development, from design through training, evaluation, validation, and implementation

  • Flex your interpersonal skills to translate the complexity of your work into tangible business goals

The Ideal Candidate is:

  • Innovative. You continually research and evaluate emerging technologies. You stay current on published state-of-the-art methods, technologies, and applications and seek out opportunities to apply them.

  • A leader. You challenge conventional thinking and work with stakeholders to identify and improve the status quo. You're passionate about talent development for your own team and beyond.

  • Technical. You’re comfortable with open-source languages and are passionate about developing further. You have hands-on experience developing data science solutions using open-source tools and cloud computing platforms.

  • Statistically-minded. You’ve built models, validated them, and back tested them. You know how to interpret a confusion matrix or a ROC curve. You have experience with clustering, classification, sentiment analysis, time series, and deep learning.

Basic Qualifications:

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

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

  • At least 2 years’ experience with machine learning

  • At least 2 years’ experience with relational databases

Preferred Qualifications:

  • PhD in “STEM” field (Science, Technology, Engineering, or Mathematics) plus 3 years of experience in data analytics

  • At least 1 year of experience working with AWS

  • At least 4 years’ experience in Python, Scala, or R for large scale data analysis

  • At least 4 years’ experience with machine learning

  • At least 4 years’ experience with SQL

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

See More
Apply Now
By clicking Apply Now you agree to share your profile information with the hiring company.
By clicking Apply Now you agree to share your profile information with the hiring company.
Cynthia Puryear
Enterprise Supplier Management, Chief of Staff Office
A HARMONIOUS APPROACH
Refreshing takes priority here
Whether logging time with family or hitting the gym, Cynthia Puryear relishes the ability to take time off and feel rejuvenated in her role. What makes it happen? She credits a culture of understanding and flexibility, along with different resources (think: live exercise classes) that facilitate unplugging. “At the end of the day, it’s not one-size-fits-all, and I love that,” she said. For example, that could mean taking advantage of initiatives like “Invest In Yourself Days,” which Puryear enjoys using to read up on public relations industry material and concentrate on her own development.
Whether logging time with family or hitting the gym, Cynthia Puryear relishes the ability to take time off and feel rejuvenated in her role. What makes it happen? She credits a culture of understanding and flexibility, along with different resources (think: live exercise classes) that facilitate unplugging. “At the end of the day, it’s not one-size-fits-all, and I love that,” she said. For example, that could mean taking advantage of initiatives like “Invest In Yourself Days,” which Puryear enjoys using to read up on public relations industry material and concentrate on her own development.
Having work-life balance makes all the difference in the world. I find myself more refreshed, more rested and more creative, which all leads to me being a great contributor to my team.
Dave Rodgers
Unit Manager, Credit Card Division
SOLID SUPPORT
A considered approach to remote work
Remote work suits each individual differently. As a unit manager in the credit card division, Dave Rodgers finds the remote experience “very rewarding,” highlighting its benefits for collaboration, teamwork, work focus and problem-solving. And that environment supports more than just productivity. Rodgers said the company created the space to have open and substantive dialogue around social injustice over the past couple of years. “The level of vulnerability in sharing concerns and the willingness to listen created even closer relationships across teams,” he said.
Remote work suits each individual differently. As a unit manager in the credit card division, Dave Rodgers finds the remote experience “very rewarding,” highlighting its benefits for collaboration, teamwork, work focus and problem-solving. And that environment supports more than just productivity. Rodgers said the company created the space to have open and substantive dialogue around social injustice over the past couple of years. “The level of vulnerability in sharing concerns and the willingness to listen created even closer relationships across teams,” he said.
The success of working remotely is based on the culture that has been created and the technology that we have in place.
Renee McKeon
Vice President Experience Design
CREATIVE ENGAGEMENT
Connecting with customers and users
Renee McKeon is emphatic about ensuring people are poised to succeed as they create “iconic customer experiences” for both colleagues and customers. “The best way I can do this is to ensure I help bring out the best in my teams and ensure we’re having fun along the way,” McKeon said, detailing her leadership style as grounded in ingenuity, kindness and respect. And while her team has tallied plenty of wins thus far — like making improvements to Capital One’s Auto Navigator tool — the leader is amped up for the future: “I’m excited to build on our momentum and reach for the stars.”
Renee McKeon is emphatic about ensuring people are poised to succeed as they create “iconic customer experiences” for both colleagues and customers. “The best way I can do this is to ensure I help bring out the best in my teams and ensure we’re having fun along the way,” McKeon said, detailing her leadership style as grounded in ingenuity, kindness and respect. And while her team has tallied plenty of wins thus far — like making improvements to Capital One’s Auto Navigator tool — the leader is amped up for the future: “I’m excited to build on our momentum and reach for the stars.”
I believe in the good in people, and I want to cultivate that. I work to really see and hear people, and to help them make the most of their talents.

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.
Open door policy
OKR operational model
Team based strategic planning
Pair programming
Open office floor plan
Flexible work schedule
Remote work program
Diversity
Documented equal pay policy
Dedicated diversity and inclusion staff
Mandated 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 insurance
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 insurance
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
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
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.
Financial & Retirement
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
Charitable contribution matching
Child Care & Parental Leave Benefits
Childcare 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.
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
Office Perks
Commuter benefits
Company-sponsored outings
Some meals provided
Company-sponsored happy hours
Onsite office parking
Recreational clubs
Relocation assistance
Fitness stipend
Home-office stipend for remote employees
Onsite gym
Professional Development Benefits
Job training & conferences
Tuition reimbursement
Lunch and learns
Promote from within
Mentorship program
Continuing education stipend
Continuing education available during work hours
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.

View full list of perks + benefits
Photo Gallery

More Jobs at Capital One

Apply Now
By clicking Apply Now you agree to share your profile information with the hiring company.
By clicking Apply Now you agree to share your profile information with the hiring company.
Learn more about Capital OneFind similar jobs like this