Machine Learning Engineer II

at  Vacasa

WHY VACASA

We started with just one home and an idea: to bring homeowners and renters together with smart technology and caring local teams. Today, we’re the largest full-service vacation rental company in North America thanks to the people who give us their best every day. You’ll fit right in here if you’re curious, entrepreneurial, and thrive in a rapid-growth environment.

SKILLS YOU’LL NEED

• 3+ years of software engineering, including 2+ years of machine learning engineering or equivalent experience and/or education.
• Familiarity with machine learning algorithms, including supervised and unsupervised
• Ability to work in a “big data” environment such as Apache Spark.
• Familiarity with the AWS ecosystem and tools such as S3, Glue, or SageMaker.
• Strong Python experience.
• RDBMS and ETL experience, data warehouse experience is a plus.
• Experience writing infrastructure as code, Terraform is a plus.

WHAT YOU’LL DO

• Productionize machine learning models using AWS, Python 3, CI/CD, and Terraform.
• Write maintainable, reliable, and robust pipelines complete with unit and integration tests.
• Develop dashboards to monitor pipeline health, and alert on key metrics.
• Optimizing pipelines processing more than 2.5b records daily
• Debug difficult problems across multiple projects, and become an expert in MLOps.
• Collaborate with a cross-functional team of engineers, QA, data scientists, and Product.