18 часов назад
Senior Data Scientist, Risk
156 000 - 195 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist, Risk (Machine Learning/Risk): Developing machine learning frameworks and fraud-detection features for a two-sided car-sharing marketplace with an accent on marketplace risk mitigation, Trust & Safety, and profitable growth. Focus on building and monitoring risk models, translating complex business problems into scalable mathematical solutions, auditing third-party data vendors, and ensuring high-quality production data.
Location: San Francisco; hybrid schedule with at least 3 days per week in the office on Mondays, Wednesdays, and Thursdays
Salary: $156,000–$195,000 annual base salary, plus equity and benefits
Company
operates a global car-sharing marketplace connecting guests with trusted hosts and vehicles.
What you will do
- Develop machine learning frameworks and risk mitigation strategies for the two-sided marketplace.
- Build product features that identify and limit fraud, detect patterns, and generate actionable recommendations.
- Improve and monitor new and existing risk models and strategies.
- Collaborate with Data Analytics, Trust & Safety, Product, and Engineering teams on product and modeling decisions.
- Present analytical insights and recommendations to technical and non-technical audiences.
- Audit third-party data vendors and provide technical guidance on data quality, training data, test data, and experiment data.
Requirements
- 4+ years of experience in data science and machine learning modeling.
- Strong knowledge of statistics, optimization, and machine learning, with experience in classification, regression, anomaly detection, and time series.
- Production-ready programming skills in Python or a comparable language, with the ability to deploy and scale models in collaboration with engineers.
- Fluent SQL skills and the ability to query large datasets efficiently.
- Experience working cross-functionally with product managers, Trust & Safety, analytics, and engineering teams.
- Ability to manage multiple projects, communicate complex problems clearly, and focus on measurable business impact.
Culture & Benefits
- Competitive salary, equity, benefits, and perks for full-time employees.
- Employer-paid medical, dental, and vision insurance, with country-specific coverage.
- Retirement employer match, learning and development stipend, and phone and internet stipend.
- Paid time off, holidays, volunteer time off, and parental leave.
- host matching program and travel credit.
- Hybrid employees receive in-office lunches, snacks, and activities.
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