Staff Machine Learning Engineer
Kikoff is a profitable fintech company focused on empowering financial security at scale. We are seeking a Staff Machine Learning Engineer to set the technical direction for machine learning at Kikoff. ML sits at the center of our business: underwriting models determine who we extend credit to, risk models protect our customers and balance sheet, and personalization and growth models shape how millions of people experience our products.
In this hands-on, company-wide impact role (not a management track), you will own the ML platform and modeling roadmap end-to-end. You will decide how we build, evaluate, ship, and govern models across the company, lead high-leverage projects, and raise the bar for every ML engineer. Key responsibilities include: - Define the multi-quarter ML vision across underwriting, fraud/risk, and personalization; identify where ML creates outsized business value and align with Product, Risk, Finance, and Engineering leadership. - Architect and evolve the platform that every model runs on: feature stores, training/evaluation pipelines, model registry, real-time and batch serving, and monitoring; establish standards for production ML systems. - Lead flagship modeling work (cash advance and credit underwriting), owning the lifecycle from problem framing and data strategy through validation, launch, testing, and iteration. - Establish model governance with Risk, Compliance, and Legal (documentation, fair-lending analysis, explainability, validation standards, drift/monitoring, audit readiness). - Set experimentati
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Staff Machine Learning Engineer
Kikoff is a profitable fintech company focused on empowering financial security at scale. We are seeking a Staff Machine Learning Engineer to set the technical direction for machine learning at Kikoff. ML sits at the center of our business: underwriting models determine who we extend credit to, risk models protect our customers and balance sheet, and personalization and growth models shape how millions of people experience our products.
In this hands-on, company-wide impact role (not a management track), you will own the ML platform and modeling roadmap end-to-end. You will decide how we build, evaluate, ship, and govern models across the company, lead high-leverage projects, and raise the bar for every ML engineer. Key responsibilities include: - Define the multi-quarter ML vision across underwriting, fraud/risk, and personalization; identify where ML creates outsized business value and align with Product, Risk, Finance, and Engineering leadership. - Architect and evolve the platform that every model runs on: feature stores, training/evaluation pipelines, model registry, real-time and batch serving, and monitoring; establish standards for production ML systems. - Lead flagship modeling work (cash advance and credit underwriting), owning the lifecycle from problem framing and data strategy through validation, launch, testing, and iteration. - Establish model governance with Risk, Compliance, and Legal (documentation, fair-lending analysis, explainability, validation standards, drift/monitoring, audit readiness). - Set experimentati
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