Chief Machine Learning Architect
4 days ago
Senior Machine Learning Engineer Role
We are seeking an experienced Senior Machine Learning Engineer to join our team at Expedia Group. As a key member of the Machine Learning Engineering group, you will partner with our Machine Learning Science counterparts to leverage AI/ML and transform our data assets into intelligent insights.
About the Job
- Collaborate with cross-functional teams to design, develop, and deploy large-scale machine learning services and data pipelines
- Lead the end-to-end product life cycle for mid to large machine learning projects, including design, development, model validation/testing, deployment, and operational excellence
- Stay up-to-date with industry standards and best practices in machine learning engineering methodologies, techniques, and technologies
- Contribute to advancing the team's design methodology and quality programming practices and mentor junior team members
- Innovate and implement new ideas to solve complex software problems and prototype creative solutions
Requirements
- 8 to 10+ years of work experience in software engineering, with 4+ years of experience in designing and implementing Big Data/ML applications in Spark Streaming, Kafka, Hadoop
- Experience with cloud computing platforms (AWS, EMR, Kubernetes, Docker), ML platforms (Databricks, SageMaker), and strong knowledge in SQL, ETL, and data modeling
- Familiarity with machine learning libraries such as PyTorch and Tensorflow, and experience working with workflow management tools (e.g. Airflow)
- Strong command of machine learning libraries and knowledge of common integration patterns for serving inference
- Experience working with Agile/Scrum methodologies and familiarity with the e-commerce or travel industry
What We Offer
- An estimated annual salary range of $170,000 - $220,000 based on location and experience
- Opportunities for career growth and professional development
- Collaborative and dynamic work environment
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