The opportunity
Toast creates technology to help restaurants and local businesses succeed in a digital world, helping business owners operate, increase sales, engage customers, and keep employees happy.
What you'll do
Own the full machine learning lifecycle—from problem framing and data: exploration to modeling, deployment, and monitoring—for mission-critical initiatives.
Design and implement advanced ML and statistical models that improve product: performance, operational efficiency, or customer insights.
Collaborate with engineers, product managers, and business stakeholders to: define project scope, success metrics, and integration strategy.
Guide architectural decisions, set modeling standards, and champion best: practices for experimentation, validation, and productionization.
Mentor other data scientists and raise the technical bar through design: reviews, feedback, and sharing domain expertise.
Proactively identify areas where data science can create business value and: lead cross-functional efforts to drive those opportunities forward.
What they're looking for
- Leverage cutting edge AI tools to enhance your development workflow, improve: velocity, and help pioneer new approaches to building - contributing to a culture of innovation and productivity across the team.
- + years of experience in data science with a proven track record of: delivering production ML systems that drive measurable impact.
- Deep knowledge of statistical modeling, machine learning (e.g., tree-based: models, time series, deep learning), and model evaluation.
- Experience working with real-world product data at scale and translating: ambiguous problems into well-scoped ML solutions.
