Machine Learning Engineer

$158,000 - $175,500/Yr

Uber - Seattle, WA

posted about 1 month ago

Full-time
Remote - Seattle, WA
Transit and Ground Passenger Transportation

About the position

The Machine Learning Engineer will join the Uber Eats Search and Discovery Team, focusing on enhancing the search experience for millions of users globally. This role involves leveraging expertise in data analysis, machine learning, and engineering to optimize search algorithms, thereby improving user satisfaction and operational efficiency.

Responsibilities

  • Design, develop, and productionize machine learning (ML) solutions in Search and Discovery, GenAI, QURanking, and MOO optimizations.
  • Productionize and deploy these models for real-world applications.
  • Design and analyze experiments using data analysis and statistical analysis to lead the team to reasonable inferences.
  • Review code and designs of teammates, providing constructive feedback.
  • Collaborate with Product and cross-functional teams to brainstorm new solutions and iterate on the product.

Requirements

  • Bachelor's or Master's in Computer Science, Statistics, or a related field.
  • Experience with a strong focus on machine learning and optimization.
  • Experience with ML packages such as Tensorflow, PyTorch, JAX, and Scikit-Learn.
  • Solid understanding of statistical analysis and feature engineering techniques.
  • Excellent communication and collaboration skills.
  • Ability to work independently and take ownership of projects.
  • Experience using SQL in a production environment.
  • Experience in experimental design and analysis, exploratory data analysis, and statistical analysis.
  • Experience with dashboarding and using data visualization tools.
  • Experience using statistical methodologies such as sampling, statistical estimates, descriptive statistics, or similar.

Nice-to-haves

  • Experience in the Search and Recommendations Field.
  • Experience in Query Understanding Ranking or solving customer problems with NLP.
  • Experience developing end-to-end GenAI products.

Benefits

  • Eligible to participate in Uber's bonus program.
  • May be offered an equity award and other types of compensation.
  • Various benefits as detailed in the Uber careers benefits link.
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