3 часа назад
Senior Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (AI): Designing and productionizing AI solutions for lifecycle marketing with an accent on causal inference, uplift modeling, experimentation, and reinforcement learning. Focus on building multi-armed bandits and contextual RL approaches, evaluating personalization policies, and translating complex modeling decisions into customer-facing business value.
Location: Tel Aviv, Israel
Company
develops AI solutions for lifecycle marketing, helping companies improve customer acquisition, retention, incentives, and upsell timing through predictive models and actionable growth strategies.
What you will do
- Design data science methodologies and solutions for lifecycle marketing, including causal inference and uplift modeling.
- Lead experimentation frameworks covering A/B/n testing, variance reduction, and policy evaluation.
- Research, prototype, and productionize multi-armed bandits and contextual reinforcement learning for personalization and timing optimization.
- Guide technical decision-making in uncertain problem spaces and shape product direction.
- Present modeling decisions and business value to customers and collaborate with product managers, engineers, and analysts.
- Mentor junior and mid-level data scientists and raise the team's technical standards.
Requirements
- M.Sc. or Ph.D. in Computer Science, Statistics, Mathematics, or a related field.
- 6+ years of hands-on data science experience, including lifecycle marketing, personalization, or customer analytics.
- Advanced expertise in statistics, causal inference, and experimental design.
- Production experience with reinforcement learning and multi-armed bandit models.
- Strong software engineering skills in Python, SQL, and machine learning frameworks.
- Exceptional communication skills for influencing internal teams and presenting to executive-level customers.
Culture & Benefits
- Work in an R&D environment focused on AI-driven, efficient, and responsible growth.
- Collaborate with a 100-person organization operating across offices in California, New York, and Tel Aviv.
- Take an entrepreneurial, opinionated approach to challenging assumptions and solving uncertain problems.
- Contribute to products used by companies including Miro, Rappi, and MoneyLion.
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