Principal Machine Learning Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Principal Machine Learning Scientist (AI): Developing and implementing machine learning solutions to combat fraud and protect travelers, with an accent on auto-prevention rates and reducing operational queuing. Focus on applying Generative AI techniques to address evolving fraud challenges in a high-scale, data-rich environment.
Location: San Jose or Seattle, USA
Salary: $242,000.00 to $387,000.00 in San Jose, $224,000.00 to $358,500.00 in Seattle
Company
powers global travel for everyone, designing cutting-edge tech to make travel smoother and creating groundbreaking solutions for partners.
What you will do
- Design end-to-end ML solutions based on business requirements, including approach, algorithm choice, data strategy, deployment, and monitoring.
- Build production-grade data and machine learning pipelines that support batch and streaming applications.
- Apply sequential models and Graph Neural Networks to solve real-world problems.
- Lead and mentor others in all machine learning activities.
- Configure, maintain, and optimize storage and processing environments (cloud, on-premises, cluster management, etc.).
- Advise business leaders in complex settings to create and enable robust machine learning solutions with high impact.
Requirements
- Bachelor's, Master's, or Ph.D. degree in a technical field or equivalent related professional experience.
- Expertise in more than one major ML programming language (Python, R, Scala, etc.).
- Experience leading large data science technical programs, delivering successful outcomes typically involving cross-functional teams of 10+.
- In-depth understanding of all aspects of machine learning theory.
- Strong experience in application in an industrial setting and crafting robust solutions relatively quickly.
- Expertise in configuring, maintaining, and optimizing storage and processing environments (cloud, on-premises, cluster management, etc.).
Nice to have
- Advanced domain knowledge in fraud, e-commerce, and operational applications of ML.
- Advanced experimental design.
- Expert knowledge of HTML/CSS/JavaScript.
Culture & Benefits
- Full benefits package, including travel perks, generous time-off, parental leave, and career development resources.
- Flexible work model with cool offices.
- Wellness & travel reimbursement and travel discounts.
- International Airlines Travel Agent (IATAN) membership.
- Inclusive work environment with a diverse workforce.
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