Role overview
- Model Development: Design, develop, and implement machine learning models to drive VacationRenter’s sort and search functions, create classification models to predict reservation cancellations, and build predictive models to support pricing strategies
- Data Analysis & Feature Engineering: Leverage your business acumen and deep understanding of travel shopping behaviors to identify, engineer, and prioritize the most impactful features that drive model performance
- Production Deployment: Collaborate with engineering teams to deploy machine learning models into production, ensuring they perform reliably, scale effectively, and maintain high-quality results
- Experimentation & A/B Testing: Design and run controlled experiments to measure and validate the effectiveness and impact of machine learning models
- Reporting & Visualization: Develop clear and insightful reports and interactive dashboards to effectively communicate model findings and performance metrics to both technical and non-technical stakeholders
- Research & Innovation: Continuously explore and apply the latest advancements in machine learning, AI, and data science to enhance our modeling capabilities and data infrastructure
What we're looking for
- Experience developing machine learning models within a GCP environment
- Familiarity with MLOps practices and tools for deployment, maintenance, and ongoing improvement of models
- Experience in the Travel or Financial Services industry
- Competitive salary + equity
- Top-tier laptop provided
- 100% company-paid health benefits for base plan coverage, with the option to upgrade to higher-tier plans
- 401(k) with company match
- Unlimited, guilt-free vacation days
- Annual wellness stipend (gym + other wellness activities)
- Monthly house cleaning stipend
- Annual travel allowance
- Monthly cell phone & internet usage stipend
- Charity donation company match
- Employee referral bonus
- Team offsites/activities
Tags & focus areas
Used for matching and alerts on DevFound Fulltime Machine Learning Data Science Ai