About this role
Manager-level data scientist role focused on credit review, leveraging open-source tools and cloud platforms to build models, translate insights into business impact, and partner with cross-functional teams.
Key Responsibilities
- Leverage technologies to build models; translate complexity to business goals; partner with cross-functional team; deliver data-driven products; backtest and validate models
Technical Overview
Strong emphasis on Python, open-source ML libraries, Spark, H2O, and relational databases; cloud experience (AWS) and ML model development across large data sets.
Ideal Candidate
An ideal candidate is a technically proficient data scientist manager with 4+ years of data analytics experience or a strong ML background, fluent in Python and open-source ML tools, and comfortable translating complex analytics into business outcomes for risk and credit modeling.
Must-Have Skills
Bachelor's Degree in a quantitative field plus 6 years data analytics OR Master's Degree in a quantitative field or MBA with quantitative concentration plus 4 years data analytics OR PhD plus 1 year data analyticsAt least 1 year experience leveraging open source programming languagesAt least 1 year experience working with machine learningAt least 1 year experience utilizing relational databases
Nice-to-Have Skills
PhD in STEM + 3 years data analytics4+ years Python/Scala/R for large-scale data analysis4+ years with machine learning4+ years with predictive modelingExperience sponsoringPhD in STEM
Tools & Platforms
PythonCondaAmazon Web ServicesAWSSparkH2Oscikit-learnPyTorchTensorFlowSQLRelational databases
Required Skills
data analyticspythonawsamazon web servicessparkh2osqlrelational databasesmachine learningmlopen sourcetime seriesclassificationclustering
Hard Skills
PythonCondaAmazon Web ServicesAWSH2OSparkSQLRelational databasesOpen-source programming languagesmachine learningtime seriesclassificationclusteringsentiment analysisROC curvescikit-learnPyTorchTensorFlow
Soft Skills
Technical communicationInterpersonal skillsTeam collaborationProblem solvingAdaptability
Certifications
Preferred
AWS Solutions Architect - AssociateAWS Solutions Architect - ProfessionalAWS Certified Security SpecialtyAWS Developer - AssociateAWS DevOps Engineer ProfessionalISC2 Certified Cloud Security Professional (CCSP)CISSPCISMCRISCCISA
Keywords for Your Resume
ManagerData Scientist - Credit ReviewData ScientistCredit ReviewPythonCondaAWSAmazon Web ServicesH2OSparkscikit-learnPyTorchTensorFlowSQLRelational databasesmachine learningtime seriesclassificationclusteringsentiment analysisROC curveApache SparkMachine Learning
Deal Breakers
Lack of experience with ML or open-source tools, No experience with relational databases, No cloud experience (AWS/Azure/GC)
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