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Uber Senior Machine Learning Engineer 
United States, West Virginia 
849945457

22.11.2024

About the Role

- - - - What the Candidate Will Do ----

  • Design and implement machine learning models and algorithms to optimize ad recommendations and auction mechanisms.
  • Apply advanced statistical and machine learning techniques to generate insights and improve the effectiveness of ad targeting and delivery.
  • Define success metrics and develop dashboards to monitor and visualize the performance of ML models in production.
  • Work closely with cross-functional teams, including Product, Engineering, and Data Science, to translate business requirements into ML solutions.
  • Mentor and provide technical guidance to junior ML engineers and data scientists.
  • Stay up-to-date with the latest research and advancements in machine learning, recommendation systems, and ad auction techniques.

- - - - Basic Qualifications ----

  • Bachelor's degree or equivalent experience in Computer Science, Computer Engineering, Data Science, ML, Statistics, or other quantitative fields.
  • Proven experience with designing and implementing machine learning models in production environments applied to recommendation systems.
  • Proficiency in using Python for developing ML models and handling large-scale data sets.
  • Hands-on experience with building batch data pipelines using technologies like Spark or other map-reduce frameworks.

- - - - Preferred Qualifications ----

  • 5 years of industry experience as an ML engineer or equivalent.
  • Experience with enabling production-scale and maintaining large ML models.
  • Experience in one or more object-oriented programming languages (e.g. Python, Go, Java, C++) and one ML framework (Pytorch, Tensorflow)
  • Experience with state-of-the-art deep learning techniques.
  • Advanced degree (Ph.D. or M.S.) in Data Science, ML, or related disciplines.

For New York, NY-based roles: The base salary range for this role is USD$185,000 per year - USD$205,500 per year.

For San Francisco, CA-based roles: The base salary range for this role is USD$185,000 per year - USD$205,500 per year.