Senior Manager, Machine Learning Engineering (Fintech)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Manager, Machine Learning Engineering (Fintech): Building and improving machine learning systems for real-time transaction decisions to protect consumers and merchants from fraud with an accent on tabular, graph, and behavioral data. Focus on scaling feature pipelines, productionizing low-latency models, and implementing robust monitoring for evolving fraud patterns.
Location: Remote (Must be based in the US)
Salary: $232,000 - $310,000 per year
Company
is reinventing credit to make it more honest and friendly, providing consumers with buy now, pay later flexibility without hidden fees.
What you will do
- Lead the development of fraud prediction models using tabular, graph, and behavioral data.
- Build and scale feature pipelines and training datasets using proprietary and third-party signals.
- Prototype new modeling ideas, run offline experiments, and drive the best-performing approaches into production.
- Productionize models by integrating them into batch and real-time decision systems to improve reliability and latency.
- Instrument and monitor model and data health, defining retraining and backtesting workflows.
- Collaborate with Engineering, Fraud Analytics, and Product teams to define requirements and communicate results.
Requirements
- 6+ years of experience researching, training, tuning, and launching ML models at scale (PhD can count for 2 years).
- Proven track record of delivering high-impact ML models in low-latency live settings.
- Strong Python skills and experience writing production-quality code.
- Experience with tabular classification problems (e.g., LightGBM, XGBoost, CatBoost).
- Experience with PyTorch and distributed data processing frameworks like Spark, Ray, or Dask.
- Proficiency with ML lifecycle tooling such as Kubeflow, Airflow, or MLflow.
Nice to have
- Proficiency in using AI-powered developer tools like Claude Code or Cursor to accelerate development.
Culture & Benefits
- Remote-first company culture allowing work from almost anywhere within the US.
- 100% subsidized medical, dental, and vision coverage for employees and dependents.
- Generous flexible spending wallets for technology, food, and lifestyle needs.
- Competitive vacation and holiday schedules.
- Employee stock purchase plan (ESPP) to buy company shares at a discount.
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