обновлено 3 дня назад
Machine Learning Scientist III - Search and Personalization (AI)
137 500 - 192 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Scientist III - Search and Personalization (AI): Building and deploying end-to-end machine learning pipelines for travel search, ranking, recommendations, and personalization with an accent on scalable data infrastructure, model reliability, and responsible AI. Focus on designing low-latency production ML systems, optimizing ranking and recommendation models, and evaluating impact through A/B tests and online/offline frameworks.
Location: Austin, Texas, United States; compensation ranges are also provided for Seattle and San Jose.
Salary: $137,500–$192,500 total cash for Austin and Seattle, with potential increases up to $220,000; $149,000–$208,500 for San Jose, with potential increases up to $238,500.
Company
is a global travel company operating consumer brands, a B2B travel network, and travel advertising businesses.
What you will do
- Design and implement end-to-end machine learning model pipelines for ranking, recommendations, search, and personalization.
- Build and maintain scalable data pipelines, data quality checks, model monitoring, and responsible AI controls.
- Translate ambiguous business needs into well-scoped machine learning projects with product, analytics, and engineering partners.
- Communicate findings and influence decisions through data-driven insights.
- Use A/B tests and offline/online evaluation frameworks to measure model impact and guide improvements.
Requirements
- Bachelor’s degree in Computer Science or a related technical field, or equivalent professional experience.
- 5+ years of relevant professional experience applying machine learning or statistical modeling to real business problems.
- End-to-end experience taking models from data exploration through evaluation and production deployment.
- Proficiency in Python and machine learning frameworks and libraries.
- Ability to define machine learning tasks, design model and data structures, and own solutions within a product or service area.
- Experience applying AI and machine learning concepts to real-world products with attention to safety and reliability.
Nice to have
- Graduate degree in Computer Science, Statistics, Machine Learning, Operations Research, or a related quantitative field.
- Applied experience with ranking and recommendation modeling.
- Experience with production optimization, monitoring, alerting, retraining, model governance, robustness, and fairness.
- Experience designing scalable, low-latency, high-availability machine learning architectures, feature stores, APIs, and data models.
- Familiarity with natural language search and agentic workflows.
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 support, including accommodation requests.
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