Data Scientist
Ondo FinanceSalary not specified
Full Time
Junior (1 to 2 years)
Senior Associate, Data Scientist - Commercial Bank at Capital One
McLean, Virginia, United States
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Banking, FinanceIndustries
Requirements
- Currently has, or is in the process of obtaining, a Bachelor's Degree in a quantitative field (Statistics, Economics, Operations Research, Analytics, Mathematics, Computer Science, or a related quantitative field) plus 2 years of experience performing data analytics, or a Master's Degree in a quantitative field (Statistics, Economics, Operations Research, Analytics, Mathematics, Computer Science, or a related quantitative field) or an MBA with a quantitative concentration (expected by scheduled start date)
- Comfortable with open-source languages (e.g., Python, Scala, or R) and passionate about developing further
- Hands-on experience developing data science solutions using open-source tools and cloud computing platforms
- Experience building, validating, and backtesting models; familiarity with interpreting confusion matrices, ROC curves, clustering, classification, sentiment analysis, time series, and deep learning
- Skills to retrieve, combine, and analyze big data from various sources and structures
- Preferred: Master’s Degree or PhD in a STEM field
- Preferred: At least 2 years of experience in Python, Scala, or R
- Preferred: At least 2 years of experience with machine learning
- Preferred: At least 2 years of experience with SQL
Responsibilities
- 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, H2O, Spark, and more) to reveal insights hidden within huge volumes of numeric and textual data
- Build machine learning models through all phases of development, from design through training, evaluation, validation, and implementation
- Translate the complexity of your work into tangible business goals using interpersonal skills
Skills
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
What technologies will I be working with in this role?
You'll leverage a broad stack including Python, Conda, AWS, H2O, Spark, and more to analyze huge volumes of numeric and textual data.
What skills define the ideal candidate for this data scientist position?
The ideal candidate is innovative, creative, technical with open-source languages and cloud platforms, statistically-minded with experience in models like clustering and deep learning, and a data guru skilled in handling big data from various sources.
Is this a remote position or does it require office work?
This information is not specified in the job description.
What is the salary or compensation for this role?
This information is not specified in the job description.
What kind of team will I be working on?
You'll partner with a cross-functional team of data scientists, software engineers, and product managers on the growing Commercial Bank team, which manages a $100B+ loan portfolio and solves complex problems with diverse tools.
Capital One
Offers diverse financial products and services
About Capital One
Capital One provides a variety of financial services aimed at making banking accessible and easy for everyone. The company offers products such as credit cards, savings accounts, car loans, and business checking accounts, catering to both individual consumers and small businesses primarily in the United States. Capital One's approach includes user-friendly banking solutions with no fees or minimums for checking accounts, allowing customers to manage their finances more effectively. They generate revenue through interest on loans, credit card fees, and investment banking services. What sets Capital One apart from its competitors is its strong commitment to financial inclusion and literacy, demonstrated through community partnerships and educational initiatives, such as collaborations with Khan Academy. The company's goal is to create a more inclusive financial system and empower customers with the knowledge and tools they need to make informed financial decisions.
McLean, VirginiaHeadquarters
2014Year Founded
$15.9MTotal Funding
IPOCompany Stage
Fintech, Financial ServicesIndustries
10,001+Employees
Benefits
Medical, Dental, & Vision coverage
Onsite Health Centers
Prescription saving with network of local pharmacies
Stock Purchase Plan
Education Assistance
401(k)
Flexible Spending Accounts
Life and Disability insurance
Generous paid time off + corporate & floating holidays
Registered dieticians on site, cooking classes and free virtual fitness classes
Employee Assistance Program
Risks
Increased competition in subscription management tools may dilute Capital One's advantage.
Over-reliance on partnerships could expose Capital One to technological risks.
Departure of key personnel like Joe Rodriguez may affect risk management continuity.
Differentiation
Capital One offers user-friendly banking with no fees or minimums for checking accounts.
The company partners with Khan Academy to provide financial literacy education.
Capital One is the first major U.S. bank to offer subscription management tools.
Upsides
Capital One's mobile app is a model for secure, user-friendly digital banking.
Data sharing with Worldpay enhances payment security and fraud prevention.
Partnerships with fintechs like Minna Technologies improve customer experience.
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