Senior Data Scientist — Real-Time Consumer Identity ML

Capital One; New York (NY); On-site; USD 173,000 - 197,000; Full time

Job summary

Capital One is seeking a Principal Data Scientist in Consumer Identity ML to build real-time, personalized models across billions of records and deliver intelligent customer experiences in digital products.

You will partner with product and engineering teams, explore vast clickstream data, and deploy scalable models to improve marketing, servicing and fraud outcomes. Strong ML, Python, Spark and cloud experience are expected.

Qualifications

• Bachelor’s degree in a quantitative field plus 5 years analytics experience.
• Master’s degree in a quantitative field or MBA with quantitative concentration plus 3 years analytics experience.
• PhD in a quantitative field.

Responsibilities

• Build machine learning models through all phases of development; partner with engineering teams to productionize at scale.
• Collaborate with business/product teams to run experiments guiding customer experiences and business outcomes.
• Write software (Python, Spark) to collect, explore, visualize and analyze billions of data points.

Skills

PyTorch/TensorFlow

Deep Learning

AWS

Information Retrieval

NLP

Data-centric AI

Knowledge Graphs

Big data

Python

Statistical modeling

Education

Bachelor’s degree in a quantitative field

Master’s degree in a quantitative field or MBA with quantitative concentration

PhD in a quantitative field

Tools

Python

Spark

Job description

Capital One is seeking a Principal Data Scientist in Consumer Identity ML to build real-time, personalized models across billions of records and deliver intelligent customer experiences in digital products.

You will partner with product and engineering teams, explore vast clickstream data, and deploy scalable models to improve marketing, servicing and fraud outcomes. Strong ML, Python, Spark and cloud experience are expected.