Amazon EMR, AWS, AWS Sagemaker, Continuous Integration & Continuous Delivery - CI/CD, Lambda, Natural Language Processing (NLP), Python Programming, RDBMS
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.
Why Engineering at Vacasa
We build the tools that allow other departments to succeed. We’re constantly experimenting and fine-tuning our products. We value stability, security, and scalability. Our favorite word is autonomy—we want everyone to have a voice.
What we’re looking for
As an Engineering Manager in Data Science and Machine Learning at Vacasa, you will lead a nimble, cross-functional team of bright machine learning engineers and data scientists. This team has a high impact on company revenue and cost reduction. You will lead pods that research, develop, and deploy ML models in the cloud using Python, and adapt feature engineering techniques to both batch and real-time pipelines. This includes writing robust, maintainable, and reliable systems with validation, monitoring, metrics, for both internal and external customers. You will be expected to lead, mentor, motivate, and set the tone for team culture. You will make hiring decisions, conduct 1:1s, communicate performance evaluations, and resolve conflicts. You will define best practices for engineering and architecture, mentor up-and-coming talent, set an example of conduct through cross-team collaboration, communicate to stakeholders, and balance engineering concerns with business needs. You will be accountable for selecting technologies, and defining patterns that will be used across machine learning projects.
Vacasa’s machine learning and data science research is broad. We train dozens of models, from dynamic daily pricing for all units, to probability models that are used throughout the company. There’s potential to explore and implement recommender systems, NLP techniques, and neural networks. Vacasa has hundreds of millions of records for model training. Help us discover value in our data and bring it to customers!
What you'll do
Skills you'll need
What you’ll get
Vacasa is an equal opportunity employer committed to fostering a diverse and inclusive workplace. We do not discriminate against applicants based upon race, color, religion, sex (including pregnancy, gender identity, and sexual orientation), national origin, age, disability, genetic information, or other classes protected by applicable law. Veterans are encouraged.
Vacasa is committed to maintaining a safe and productive work environment. Possession, use, or being under the influence of alcohol or illegal drugs in the workplace is prohibited.
Vacasa is an international vacation rental management company based in Portland, Oregon. It provides property management services for over 35,000 vacation rentals in North America, Belize, and Costa Rica. Vacasa manages properties in 34 U.S. states.