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Machine Learning Engineer II
2 months ago
We are seeking a highly skilled Machine Learning Engineer II to join our team at Expedia Group. As a key member of our Machine Learning Engineering group, you will be responsible for designing, coding, and deploying large-scale batch and real-time ML solutions.
Key Responsibilities- Collaborate with Cross-Functional Teams: Work with Machine Learning Scientists and Engineers to design, code, and deploy ML solutions that drive business value.
- Model Deployment: Deploy models into production in a scalable manner for both batch and live inference use cases.
- Prototyping and Innovation: Develop minimum viable products and work with seniors and peers to craft and implement the technical vision of the team.
- Communication and Teamwork: Communicate and work with geographically distributed cross-functional teams to achieve shared goals.
- Code Review and Quality Assurance: Participate in code reviews to assess overall code quality and ensure adherence to best practices.
- Problem-Solving and Collaboration: Resolve problems and roadblocks as they occur with peers and help unblock junior members of the team.
- Artifact Development and Maintenance: Define, develop, and maintain technical design documents and partner documentation.
- User Story Creation: Participate in user story creation in collaboration with the team.
- Troubleshooting and Support: Support and troubleshoot data and/or system issues as needed.
- Education: Degree in software engineering, computer science, or a similar field.
- Programming Skills: Comfortable programming in Python, Java, and Scala.
- Big Data Experience: Experience in Big Data technologies, particularly Hive and Spark.
- Cloud Services: Experience working with cloud services, such as AWS.
- Agile Methodologies: Experience working with Agile/Scrum methodologies.
- Passion for Learning: Passionate about learning, especially in Machine Learning.
- Machine Learning Pipelines: A high-level understanding of Machine Learning pipelines.
- Machine Learning Frameworks: Experience with machine learning frameworks, such as TensorFlow.
- Real-Time Streaming Applications: Familiarity with building real-time streaming applications, preferably in Spark.
- Workflow Management Tools: Familiarity with workflow management tools, such as Airflow.
- E-commerce or Travel Industry: Familiarity with the e-commerce or travel industry.
The total cash range for this position in Seattle is $112,000.00 to $156,000.00. Employees in this role have the potential to increase their pay up to $179,000.00, which is the top of the range, based on ongoing, demonstrated, and sustained performance in the role.
Starting pay for this role will vary based on multiple factors, including location, available budget, and an individual's knowledge, skills, and experience. Pay ranges may be modified in the future.
Expedia Group is proud to offer a wide range of benefits to support employees and their families, including medical/dental/vision, paid time off, and an Employee Assistance Program. To fuel each employee's passion for travel, we offer a wellness & travel reimbursement, travel discounts, and an International Airlines Travel Agent (IATAN) membership.
