Zone a: $228,700 - $343,100 usd; zone b: $217,300 ...
On-site
8+ years ml experience in production
Full-stack proficiency data pipelines
Advanced statistical modeling techniques
The role involves full-stack ownership of the credit engine, from data curation to implementing decisioning logic that drives company growth
Job Summary
The role involves full-stack ownership of the credit engine, from data curation to implementing decisioning logic that drives company growth.
Candidates must apply a rigorous scientific mindset to evaluate alternative external data sources and deploy advanced architectures for enhanced predictive accuracy.
The position requires balancing rapid innovation with the strict safety, soundness, and compliance requirements of a regulated bank.
Matching Summary
The role involves full-stack ownership of the credit engine, from data curation to implementing decisioning logic that drives company growth.
Salary
Zone A: $228,700 - $343,100 USD; Zone B: $217,300 - $325,900 USD; Zone C: $205,900 - $308,900 USD
Skills & Requirements
Must-have
8+ years ML experience in production
Full-stack proficiency data pipelines
Advanced statistical modeling techniques
Regulated banking environment experience
Tree-based models and gradient boosting
Nice-to-have
Scientific research background
Adaptability to new methodologies
Executive stakeholder communication
Pragmatic problem-solving approach
Data visualization expertise
Key Requirements
Bachelor's degree + 8 years experience OR Master's + 6 years OR PhD + 3 years
Degree in Computer Science, Mathematics, Statistics, Physics, or Engineering
Proven track record of deploying ML models in production environments