About this role
Data Scientist role within US Card data science, building ML solutions across large-scale data and real-time prediction use cases.
Key Responsibilities
- Partner with cross-functional teams to deliver ML products
- Build models through all development phases
- Leverage Python/Conda/AWS/H2O/Spark to reveal insights
- Translate complex ML work into business goals
- Contribute to cross-team collaboration and business impact
Technical Overview
Stack includes Python, Conda, AWS, H2O, Spark, SQL for building ML models, real-time predictions, and textual data analysis.
Ideal Candidate
The ideal candidate is a senior data scientist with 3+ years of data analytics experience and a strong foundation in Python, AWS, and ML techniques, who can translate business goals into scalable ML solutions.
Must-Have Skills
Bachelor's Degree in a quantitative field (StatisticsEconomicsOperations ResearchAnalyticsMathematicsComputer Scienceor related quantitative field)Master's Degree in a quantitative field (StatisticsEconomicsOperations ResearchAnalyticsMathematicsComputer Scienceor related quantitative field) or MBA with a quantitative concentrationPhD in a quantitative field (StatisticsEconomicsOperations ResearchAnalyticsMathematicsComputer Scienceor related quantitative field)Experience performing data analytics
Nice-to-Have Skills
Master's Degree in STEM (ScienceTechnologyEngineeringor Mathematics)PhD in STEM (ScienceTechnologyEngineeringor Mathematics)At least 1 year of experience working with AWSAt least 3 years' experience in PythonScalaor RAt least 3 years' experience with machine learningAt least 3 years' experience with SQL
Tools & Platforms
PythonCondaAmazon Web ServicesAWSH2OApache SparkSQL
Required Skills
PythonCondaAmazon Web ServicesAWSH2OApache SparkSQLMachine LearningTime SeriesClusteringSentiment AnalysisDeep LearningROC CurveConfusion MatrixCross-functionalData Analytics
Hard Skills
PythonCondaAmazon Web ServicesAWSH2OApache SparkSQLMachine LearningTime SeriesClusteringSentiment AnalysisDeep LearningROC CurveConfusion Matrix
Soft Skills
CommunicationCollaborationInterpersonal skillsProblem solvingTeamworkBusiness acumen
Keywords for Your Resume
principal associatedata scienceus cardcapital oneawsamazon web servicespythoncondah2oapache sparksparksqlmachine learningmltime seriesclusteringsentiment analysisdeep learningroc curveconfusion matrixcross-functionaldata analyticsreal-timestatistical modeling
Deal Breakers
No degree in a quantitative field, Less than 3 years of data analytics experience, Lack of experience with AWS, Inability to work onsite in McLean, VA or New York, NY
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