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deep learning machine learning fraud detection data pipelines transformersπ Description
- Set modeling strategy for fraud detection aligned to business outcomes
- Lead ML engineers to design, build, and iterate fraud models end-to-end
- Drive evolution of modeling approaches, including representation learning and transformers
- Partner with Product, Fraud Analytics, Risk, and Engineering to integrate models into decisioning
- Develop talent through coaching and building a high-performing team culture
π― Requirements
- Bachelor's in technical field; 8+ years exp
- 3+ years managing engineers
- Modern ML: representation learning, deep learning, transformers
- Production ML: end-to-end experimentation, evaluation, iteration
- Strong engineering fundamentals; scalable data pipelines
- Cross-functional collaboration with product, analytics, and engineering
π Benefits
- Health care coverage; premiums for you and dependents
- Flexible Spending Wallets with stipends for tech, food, lifestyle, and family expenses
- Generous vacation and holiday time off
- ESPP; employee stock purchase plan at a discount
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