Senior Machine Learning Engineer

4 weeks ago


Los Angeles, California, United States Metropolis Full time
About the Role

Metropolis is seeking a Senior Machine Learning Engineer to play a crucial role in developing innovative pricing algorithms tailored to a variety of parking scenarios. The ideal candidate will have a robust background in optimization, forecasting, and causal inference, particularly within pricing applications or closely related fields.

The successful candidate will be involved in every stage of the ML development pipeline – from data acquisition and ingestion to analysis, prototyping, and deployment. They will research and develop optimization, machine learning, and statistical models to solve complex pricing challenges, navigate large and complex datasets to derive insights that inform key algorithmic strategies for pricing, and shepherd models and algorithms from conception to production, ensuring successful and sustainable deployments.

Requirements and Qualifications:

  • PhD (strongly preferred) or MS in Operations Research, Statistics, Economics, Computer Science, or a relevant quantitative discipline.
  • 4+ years of industry experience as a ML scientist, research engineer, or equivalent role.
  • Strong proficiency in Python and SQL for model development and statistical analysis.
  • Proven expertise in implementing and deploying machine learning algorithms related to optimization and forecasting.
  • Experience with large-scale datasets, data warehouses, ETL pipelines, and familiarity with relevant tools and libraries.
  • Proficiency with optimization libraries such as SciPy, CVXPY, or Gurobi.
  • Proficiency in utilizing cloud platforms such as AWS, Azure, or GCP.
  • Previous experience working inside innovative, high-growth environments.
  • A proven track record of publications in machine learning or optimization conferences and journals (ICML, ICLR, Neurips, INFORMS, SIAM, etc).

Metropolis is an equal opportunity employer, dedicated to diversity, equality, and inclusion, and provides equal employment opportunities to all employees and applicants for employment. Metropolis prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local laws.



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