обновлено 2 дня назад
Machine Learning Scientist III - VRBO Pricing
137 500 - 192 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Scientist III - VRBO Pricing (Machine Learning/Travel Pricing): Researching and building scalable pricing systems for a global travel marketplace with an accent on causal inference, operations research, demand estimation, and experiment design. Focus on deploying end-to-end models to production, optimizing volume-profit tradeoffs, and measuring business impact through A/B testing.
Location: Austin, Texas, United States
Salary: $137,500–$192,500 total cash annually, with potential pay up to $220,000 based on sustained performance.
Company
operates global travel platforms and marketplaces including Expedia, Hotels.com, Vrbo, Travelocity, and Orbitz.
What you will do
- Research and build scalable, robust pricing systems for travel marketplace products.
- Develop and implement end-to-end machine learning and data science solutions with engineering rigor.
- Apply causal inference, operations research, optimization, demand estimation, and experiment design methods.
- Design short-term and long-term success metrics and evaluate results through A/B testing.
- Translate business requirements into technical solutions and communicate plans to cross-functional stakeholders.
- Collaborate with machine learning scientists, data scientists, engineers, product managers, and operations analysts.
Requirements
- 3+ years of industry experience and an advanced degree in a quantitative field such as Statistics, Operations Research, Economics, or Computer Science; a PhD is preferred.
- Expertise in one or more areas of machine learning, causal inference, and operations research.
- Strong analytical skills and the ability to work with complicated datasets and modern data science methods.
- Proficiency in Python, Scala, or a similar tool.
- Experience with the big data ecosystem, including Hadoop or Spark.
- Ability to communicate effectively with cross-functional partners and collaborate in a team environment.
Nice to have
- Experience with pricing.
- Experience designing and analyzing large-scale marketplace experiments.
Culture & Benefits
- Medical, dental, and vision coverage.
- Paid time off and an Employee Assistance Program.
- Wellness and travel reimbursement.
- Travel discounts and IATAN membership.
- Inclusive and accessible recruiting experience with disability accommodations available.
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