Peak Reservations logo
Peak Reservations

Buy, bid, or sell reservations for the most desired tables at the most exclusive restaurants.

Machine Learning Engineer

Machine Learning EngineerMachine Learning EngineerPart TimeRemoteSeniorTeam 11-50H1B No SponsorCompany SiteLinkedIn

Location

United States

Posted

1 day ago

Salary

$75 - $100 / hour

Seniority

Senior

Bachelor DegreeEnglishPandasPythonPyTorchScikit-LearnTensorflow

Job Description

• Analyze 4+ years of reservation data from live restaurant partners to understand demand patterns • Build predictive models that account for factors like table type, day of week, time slot, booking lead time, seasonality, and more • Design a dynamic pricing engine that can adjust prices based on real-time demand signals • Work alongside our engineering team to integrate your models into the Peak platform

Job Requirements

  • Are currently pursuing (or recently completed) a degree in Computer Science, Statistics, Applied Math, or a related field — at any level
  • Have hands-on experience with ML beyond coursework: personal projects, research, Kaggle, internships, etc.
  • Are comfortable with Python and standard ML tooling (pandas, scikit-learn, PyTorch/TensorFlow, etc.)
  • Have some exposure to time series forecasting, demand modeling, or pricing optimization (a plus, not required)
  • Can communicate clearly with non-technical stakeholders — this isn't a siloed research role
  • Are excited to work on a real product with real users, not just experiments.

Benefits

  • Flexibility.
  • Autonomy.
  • Interesting problem.

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