обновлено 3 дня назад
Senior Staff AI Scientist (AI)
226 000 - 306 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Staff AI Scientist (AI/Probabilistic Forecasting): Building and deploying large-scale probabilistic forecasting models for QuickBooks' cash flow prediction and financial intelligence platform with an accent on multi-horizon time-series modeling, calibration, and production-grade training and inference pipelines. Focus on designing transformer-based forecasting architectures, optimizing latency and throughput, and leading technical strategy across data, product, engineering, risk, and compliance stakeholders.
Location: Mountain View, California, United States
Salary: $226,000–$306,000 annual base pay
Company
is a financial technology platform operating products including QuickBooks, TurboTax, Credit Karma, and Mailchimp.
What you will do
- Design, implement, and train large-scale probabilistic forecasting models for QuickBooks financial intelligence.
- Build end-to-end data pipelines, ETL processes, and feature engineering workflows for large datasets.
- Apply data mining, NLP, machine learning, causal learning, online learning, Bayesian learning, reinforcement learning, and deep learning to real-world problems.
- Lead technical architecture and model implementation for a scrum team while maintaining code, design, cost, and quality standards.
- Collaborate with product managers, software engineers, designers, risk, and compliance stakeholders to define metrics, experiments, and minimum viable products.
- Mentor scientists and engineers and communicate AI strategy and tradeoffs to technical and non-technical leaders.
Requirements
- 8+ years of applied ML/AI experience delivering scalable, production-grade AI systems.
- BS, MS, or PhD in Statistics, Mathematics, Computer Science, Economics, Operations Research, or an equivalent field.
- Hands-on experience with time-series or sequence models for multi-horizon probabilistic forecasting, including transformer-based forecasters or comparable architectures.
- Strong knowledge of probabilistic forecasting, quantile or distributional loss functions, calibration evaluation, and multi-task objectives.
- Experience building learned representations at millions-of-entities scale, including cold-start strategies.
- Experience with production training and inference pipelines, model latency and throughput optimization, and effective communication with technical and non-technical partners.
Culture & Benefits
- Competitive compensation with performance-based rewards.
- Potential eligibility for cash bonus, equity rewards, and benefits under applicable plans.
- Inclusive AI science community focused on innovation and craft excellence.
- Regular pay comparisons across ethnicity and gender categories to support pay fairness.
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 →
Похожие вакансии
3 дня назад
Senior Staff Applied Research Scientist (AI/ML)
150 000 - 300 000$
6 дней назад
Senior Machine Learning Engineer (AI)
171 063 - 269 075$
6 дней назад
Senior Machine Learning Engineer (AI-Native Evaluation & Search)
171 063 - 269 075$
5 дней назад
Senior Data Scientist (AI)
180 000 - 230 000$
5 дней назад
Senior Software Engineer (AI/ML)
154 000 - 286 000$
5 дней назад
AI / Machine Learning Talent (AI/ML)
154 100 - 341 600$