About this role
Manager-level data science role focused on credit line increase program, building and deploying ML models on large datasets, with cross-functional collaboration and governance.
Key Responsibilities
- Partner with cross-functional teams to deliver ML-enabled products
- Leverage a broad tech stack to reveal insights
- Build ML models through all development phases
- Translate complexity into business goals
- Lead and mentor team
Technical Overview
Stack includes Python, Conda, AWS, H2O, Spark; emphasis on ML modeling, data retrieval from relational databases, and end-to-end model lifecycle.
Ideal Candidate
The ideal candidate is an experienced data scientist manager with 4+ years of ML, strong Python/SQL, and AWS experience, capable of leading end-to-end model lifecycles for credit-line optimization in a banking context.
Must-Have Skills
Currently hasor is in the process of obtaining one of the following with an expectation that the required degree will be obtained on or before the scheduled start date: Bachelor's degree + 6 years; Master's degree + 4 years; PhD + 1 yearAt least 1 year of experience leveraging open source programming languages for large scale data analysisAt least 1 year of experience working with machine learningAt least 1 year of experience utilizing relational databasesPhD in STEM field (preferred) or equivalent
Nice-to-Have Skills
PhD in STEM + 3 years of experience in data analyticsAt least 1 year of experience working with AWSAt least 4 years' experience in PythonScalaor R for large scale data analysisAt least 4 years' experience with machine learningAt least 4 years' experience with SQL
Tools & Platforms
PythonSQL / PostgreSQLAmazon Web Services
Required Skills
Bachelor's/Master's/PhD in quantitative field with required years; open source languages; machine learning; relational databases; AWS; Python; SQL; Open-source tools; Conda; H2O; Spark
Hard Skills
PythonCondaAWSH2OSparkOpen-source programming languagesMachine learningRelational databasesSQLBig data
Soft Skills
customer focuscreative thinkingleadershipinterpersonal skillscommunication
Keywords for Your Resume
ManagerData Scientist - Credit Line Increase Programdata scientistcredit line increasecapital oneawsh2osparkpythoncondasqlmachine learningrelational databasesopen sourcemodelingend-to-end model lifecyclegovernancedata analyticscloudBIopen source languages
Deal Breakers
Must have a quantitative degree (PhD preferred) and 1+ year ML experience, On-site in McLean, VA, Sponsorship required (for non-qualified candidates)
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