Senior Data Scientist (Pricing & Underwriting)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Scientist (Pricing & Underwriting): Designing and implementing real-time pricing and underwriting models for ernative assets with an accent on valuation accuracy and risk management. Focus on developing sophisticated ML models and integrating new data signals into a production-ready liquidity platform.
Location: Remote (US)
Compensation: $200,000
Company
is unlocking the value of ernative assets, starting with the $5B trading-card market, enabling collectors to buy, sell, vault, and finance their assets.
What you will do
- Research and develop sophisticated pricing models using Tree-based, Gradient-based, and Deep Learning methods.
- Identify and validate new predictive data signals through rigorous backtesting and experimentation.
- Partner with Product Engineering to refine Risk & Underwriting models to maintain a balanced lending portfolio.
- Collaborate with domain experts to encode market nuances into automated features and inferences.
- Define and monitor model performance metrics to improve price coverage and freshness.
Requirements
- 5+ years of experience in Data Science with a focus on pricing, financial modeling, or marketplace dynamics.
- Expert proficiency in SQL, Python, and libraries such as Pandas, Scikit-Learn, XGBoost/LightGBM, and PyTorch/Tensorflow.
- Deep understanding of experimental design and backtesting in noisy or sparse data environments.
- Experience developing in cloud environments (AWS, GCP) and familiarity with ML Ops infrastructure.
- Must be eligible for US-based benefits (401k, HSA).
- Advanced degree (Master's or PhD) in Statistics, Economics, Mathematics, or Computer Science is preferred.
Culture & Benefits
- Comprehensive heh insurance including HSA for employees and dependents.
- 401(k) retirement benefits and flexible vacation policy.
- Monthly stipends for work-from-home ($100) and wellness ($200).
- WeWork office stipend and generous paid parental leave.
- High degree of autonomy and ownership in a zero-to-one startup environment.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →