обновлено 2 дня назад
Machine Learning Scientist III (Customer Lifetime Value)
137 500 - 192 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Scientist III (Customer Lifetime Value) (Machine Learning/Deep Learning): Building scalable customer lifetime value prediction frameworks and data science solutions with an accent on causal analysis, transformer-based modeling, and rigorous model validation. Focus on designing back-testing methods, identifying customer signals, translating complex findings into business decisions, and shaping an early-stage strategic initiative.
Location: Austin, Texas, United States
Salary: $137,500–$192,500 total cash range, with potential pay up to $220,000 based on sustained performance.
Company
is a global travel company connecting travelers, partners, and advertisers through consumer brands, B2B travel services, and travel advertising.
What you will do
- Lead end-to-end research and implementation of scalable machine learning and data science solutions for customer lifetime value prediction.
- Apply causal analysis to identify customer value drivers and improve prediction using marketing, service, and product signals.
- Design and execute back-testing approaches to validate models during development and in production.
- Translate complex analytical findings into actionable insights for technical and business stakeholders.
- Convert ambiguous business requirements into structured, data-driven solutions and collaborate with product, engineering, marketing, pricing, and customer service teams.
- Contribute to machine learning research and strengthen data science practices across .
Requirements
- Advanced degree in computer science, statistics, operations research, econometrics, economics, or a related quantitative field.
- 3–5+ years of professional experience, or equivalent project or research experience.
- Hands-on experience building large-scale prediction models with advanced deep learning technologies, including transformer models.
- Ability to analyze large, complex datasets and generate actionable insights.
- Pragmatic problem-solving approach focused on scalable and effective methods.
- Ability to communicate ideas effectively to diverse technical and business audiences.
Nice to have
- Proficiency in Python.
- Familiarity with Spark.
- Experience developing end-to-end machine learning solutions.
- Experience or interest in AI techniques, including large language models.
Culture & Benefits
- High-visibility work with exposure to executive leadership and cross-functional teams.
- Medical, dental, and vision coverage.
- Paid time off and an Employee Assistance Program.
- Wellness and travel reimbursement, travel discounts, and IATAN membership.
- Learning and development resources supporting ongoing machine learning and AI research.
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