Machine Learning Engineer Iii
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Machine Learning Engineer III: Designing and scaling intelligent systems that power Expedia’s global travel marketplace with an accent on content enrichment, quality enhancement, and personalized travel recommendations. Focus on optimizing real-time pricing and inventory, detecting anomalies, and mitigating fraud to ensure high-quality traveler experiences.
Location: United States - Washington - Seattle
Salary: $146,000.00 to $204,500.00
Company
brands power global travel for everyone, everywhere.
What you will do
- Collaborate in cross-functional teams to design and develop large-scale batch and real-time ML solutions.
- Propose, lead, and implement innovative ML applications across Pricing, Inventory, Content, and Trust & Safety.
- Lead end-to-end lifecycle for mid- to large-scale ML projects, from design to deployment.
- Establish and promote best practices, industry standards, and high-quality methodologies.
- Mentor junior engineers, fostering best practices for integrating ML into existing systems.
- Work on cross-organizational initiatives, solving complex technical challenges, and innovate to enhance performance and scalability.
Requirements
- 5+ years of experience for a Bachelor's degree, or 3+ years for a Master's degree in a software engineering role; or equivalent related professional experience.
- Proficiency in Python and Scala (or Java).
- Expertise in Big Data technologies such as Hadoop, Hive, or Spark.
- Proven ability to productionize Machine Learning models, including feature engineering, scalability, validation, and deployment.
Nice to have
- Strong experience with cloud platforms such as AWS, EMR, Kubernetes, and Docker.
- Experience building real-time applications, preferably with Spark.
- Proficiency with ML platforms like Databricks or SageMaker, and libraries such as PyTorch or TensorFlow.
- Hands-on experience with workflow orchestration tools (e.g., Airflow, Flyte).
- Experience in the e-commerce or travel industry.
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, travel discounts, and an International Airlines Travel Agent (IATAN) membership.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →