Position Details

Salary $161K – $184K USD / year

Type Full-Time

Experience mid

Exp. Years 3+ years

Education Not specified

Category Data & Analytics

About this role

A data scientist role focused on developing machine learning models for credit underwriting and customer insights at Capital One.

Key Responsibilities

Partner with cross-functional teams to deliver models
Leverage technologies like Python, AWS, Spark
Build models from design to deployment
Translate complex data into business insights
Collaborate on data strategy

Technical Overview

Utilizes Python, Conda, AWS, H2O, Spark, and advanced statistical and machine learning techniques to analyze large datasets and build predictive models.

Ideal Candidate

The ideal candidate is a mid-level data scientist with 3+ years of experience in statistical modeling, machine learning, and data analysis using open-source tools and cloud platforms like AWS. They should be creative, collaborative, and proficient in handling large datasets and developing scalable models.

Must-Have Skills

Open-source languagesDeveloping data science solutionsModel buildingData analysisCloud computing platforms

Nice-to-Have Skills

Experience with ROC curveExperience with confusion matrixExperience with clusteringExperience with classificationExperience with sentiment analysisExperience with time seriesDeep learning

Tools & Platforms

PythonCondaAWSH2OSpark

Required Skills

PythonCondaAWSH2OSparkMachine LearningStatistical ModelingText AnalyticsData ScienceBig DataClusteringClassificationSentiment AnalysisTime SeriesDeep Learning

Hard Skills

PythonCondaAWSAmazon Web ServicesH2OSparkMachine LearningStatistical ModelingText AnalyticsData ScienceBig DataClusteringClassificationSentiment AnalysisTime SeriesDeep Learning

Soft Skills

CreativityQuestioningInterpersonal SkillsCollaborationProblem-SolvingCommunication

Industry & Role

Industry Finance/Banking/Fintech

Job Function Develop and implement machine learning models for credit and customer analytics

Keywords for Your Resume

Data ScientistPythonCondaAWSAmazon Web ServicesH2OSparkMachine LearningStatistical ModelingText AnalyticsBig DataClusteringClassificationSentiment AnalysisTime SeriesDeep Learning

Deal Breakers

Lack of experience with cloud platforms like AWS, No experience with machine learning or statistical modeling, Unable to demonstrate experience with big data tools, No experience with open-source data science tools

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Principal Data Scientist

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