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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in designing and deploying scalable machine learning solutions, particularly in fintech lending, while effectively collaborating with cross-functional teams. Proficient in coding with Python and utilizing machine learning libraries to drive impactful projects.
Highest-signal resume keywords
Machine Learning Model DevelopmentFintech Lending ExpertisePython ProgrammingData-Intensive Backend ApplicationsProject Ownership
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Machine LearningAI Model ProductionizationData AnalysisModel Performance OptimizationModel Monitoring
Soft Skills
CollaborationEffective CommunicationIndependent Iteration
Tools & Technologies
PythonSparkJupyter NotebooksMachine Learning Libraries
Certifications & Qualifications
Master's Degree in Computer ScienceMaster's Degree in MathematicsMaster's Degree in Engineering
Industry Keywords
FintechLendingData EngineeringDistributed Systems
Tech Stack
Tools & technologiesDistributed SystemsPythonSpark
About the role
Key responsibilities & impact- Design, build, and deploy scalable machine learning solutions supporting LendScore and cash-flow-based underwriting
- Develop and productionize AI and machine learning models from offline training through online serving and ongoing monitoring
- Experiment with modeling approaches and strategies for credit use cases while balancing model performance with lending requirements
- Partner with engineering teams to ingest signals and build systems that bring models into production
- Contribute to 0-to-1 problems and scale and improve established solutions
- Collaborate across Plaid to help define the machine learning roadmap
- Analyze data and use evidence-based analysis to guide day-to-day decisions
Requirements
What you’ll need- 2+ years of experience training and serving AI or machine learning models in a production environment
- Experience in fintech lending and a strong understanding of how models are built and used in lending
- Experience building or working with data-intensive backend applications in large, distributed systems
- Ability to code and iterate independently using Python, Spark, Jupyter notebooks, and standard machine learning libraries
- Track record of taking ownership and driving projects to business impact
- Ability to work effectively with technical and non-technical teams
- Master’s degree or equivalent work experience in Computer Science, Mathematics, Engineering, or a closely related field
- Nice to have: Experience in data analytics or data engineering
Benefits
Comp & perks- Equity
- Medical insurance
- Dental insurance
- Vision insurance
- 401(k)
