Senior Manager, Data Science and Machine Learning

Toast Toast · Enterprise · United States · Remote · R & D : Foundations : AI

Senior Manager, Data Science and Machine Learning at Toast, responsible for leading and influencing R&D to drive business value through innovative ML/AI solutions. The role involves collaborating with product and engineering stakeholders, shaping ML platform vision, breaking down initiatives, coaching teams, and expanding the AI product portfolio. Requires advanced degree, 5+ years of leadership experience, and proven success deploying ML in production.

What you'd actually do

  1. Lead, influence and contribute across R&D to drive business value for Toast and our restaurant customers
  2. Collaborate closely with product and engineering stakeholders to drive strategic direction for Toast’s AI-enabled products
  3. Work closely with leaders from Data Science, ML Engineering and Platform teams to help shape and execute the vision of ML Platform at Toast
  4. Break down larger ML initiatives into smaller problems that enables data science to deliver incremental business value and lead the team to execute on them
  5. Coach and mentor data scientists and ML engineers to be successful in their career growth

Skills

Required

  • Advanced degree in Data Science, Statistics, Applied Math, Computer Science, Engineering or other equivalent disciplines
  • 5+ years of experience leading Data Science & ML Engineering teams
  • Prior success deploying machine learning solutions in large-scale production environments
  • Strong knowledge of underlying mathematical foundations of statistics and machine learning
  • Demonstrated excellence in a relevant AI/ML discipline (CV, NLP, etc.)
  • Experience with ML model building with libraries such as Scikit, Tensorflow and PyTorch
  • Knowledge of fundamentals of machine learning, such as algorithm families (regression, classification, unsupervised), AB testing, hypothesis testing, and optimization
  • Experience collaborating with cross-functional teams and product stakeholders to evaluate new Machine Learning opportunities
  • Strong communication skills, demonstrated through documentation and presentations
  • Experience in mentoring and growing a data science team

Nice to have

  • Problem solver who loves to dig into different kinds of data and can communicate their findings to cross-functional stakeholders
  • Passion for research and curiosity that calls you to go beyond “good enough” to create something innovative and exciting

What the JD emphasized

  • deploying machine learning solutions in large-scale production environments
  • demonstrated excellence in a relevant AI/ML discipline (CV, NLP, etc.)

Other signals

  • deploying machine learning solutions in large-scale production environments
  • drive business value for Toast and our restaurant customers
  • shape and execute the vision of ML Platform at Toast
  • build out and expand Toast’s AI product portfolio