Senior Data Scientist Consumer Identity Machine Learning Capital One
Overview
Lead machine learning initiatives for consumer identity at Capital One. Own end-to-end pipeline from data exploration to model deployment serving billions of customers. Drive innovation in real-time personalization and fraud detection. Shape data strategy across digital products.
What You'll Do11
- 1Explore billions of clickstream events to uncover behavioral patterns and model key outcomes
- 2Develop real-time predictive models delivering personalized options at optimal moments
- 3Ensure accuracy of critical customer data while preventing fraud across digital platforms
- 4Collaborate with product and engineering teams to operationalize models in scalable systems
- 5Partner with cross-functional teams to run experiments improving marketing servicing and fraud outcomes
- 6Write Python code to ingest and analyze massive datasets using Spark and relational databases
- 7Design and validate machine learning solutions through rigorous testing and interpretation of metrics
- 8Mentor junior scientists and share insights on emerging technologies and methodologies
- 9Analyze time series and text data to extract actionable intelligence
- 10Implement clustering classification and deep learning techniques for complex problems
- 11Translate ambiguous business challenges into clear analytical objectives
Requirements10
- 1Bachelor's Degree in Statistics Economics Operations Research Analytics Mathematics Computer Science or related field with 6 years data analytics experience
- 2Master's Degree in quantitative field or MBA with 4 years data analytics experience
- 3At least 1 year open source programming for large-scale data analysis
- 4At least 1 year machine learning experience
- 5At least 1 year relational database proficiency
- 6PhD preferred with 3 years data analytics experience
- 7AWS experience preferred
- 8Proficiency in Python Scala or R for big data processing
- 9Strong SQL skills
- 10Experience with Spark and distributed computing environments
Salary Insight
Salary not disclosed in listing
Location
Required Skills
Similar open positions
Explore active roles that match your skills and interests.
Capital_One
VerifiedSenior Associate Data Scientist Capital One
Lead machine learning initiatives to personalize credit card offers at Capital One. Drive model adoption across marketing campaigns and scale solutions for billions of customer records. Shape data-driven decisions that improve financial outcomes for users.
Capital_One
VerifiedSenior Manager Data Analysis Card Alternative Data Capital One
Lead validation of enterprise analytical tools at Capital One, driving data‑driven decisions across a fast‑paced environment. This role partners with cross‑functional teams to refine frameworks, assess risk, and mentor junior analysts while shaping strategic initiatives. Ideal candidates thrive in an entrepreneurial setting with a proven track record of delivering high‑impact analytical solutions.
Capital_One
VerifiedLead Machine Learning Engineer Card Tech Capital One
Join an Agile team at Capital One as a Lead Machine Learning Engineer to produce machine learning applications at scale. You will design and implement ML systems while collaborating across product and data science. This role blends Ops Modeling and Data Engineering expertise to drive high availability and performance.
Capital_One
VerifiedSenior Associate Product Management Capital One
Lead end-to-end product lifecycle for critical capabilities impacting millions of customers. Collaborate across engineering design data science and business to create resilient scalable solutions. Drive innovation through technology integration and strategic thinking.
Capital_One
VerifiedLead Data Engineer at Capital One
We seek a Lead Data Engineer to architect enterprise data platforms and drive data governance at Capital One. The ideal candidate will lead the design and build of scalable low latency systems while influencing best practices for pipeline architecture and processing. Join a collaborative team focused on innovation and mentorship.
Capital_One
VerifiedSenior Manager Product Manager Multi-User Experiences Capital One
Capital One seeks a Senior Manager Product Manager to lead multi-user experiences across the bank. You will shape the data destination platform enabling real-time intelligent experiences. This role drives investment in backend architecture and connects services to unlock relationship possibilities. Expect to join a passionate team of product managers designers engineers data scientists and analysts. The position differs by focusing on scaling data tools for customer-centric outcomes.