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Uber Freight

Logistics platform connecting carriers with shippers

Applied Scientist 3 - Shipper Pricing

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeChicago, IL, USA$124.6k - $151.9k /yr

About the Job

Requirements

  • A Master's or Bachelor's degree in Computer Science, Machine Learning, or Operations Research, or an equivalent technical background.
  • At least 3 years of experience developing and deploying machine learning models and optimization algorithms in production environments.
  • Proficiency in designing, launching, and analyzing A/B tests or other online experiments.
  • Expertise in observational causal inference or statistical analysis.
  • Proficiency in Python, SQL, and Spark.

Responsibilities

  • Develop algorithms that optimally trade off gross revenue and net revenue when bidding on shipper freight in real time across settings such as open auctions, sealed auctions, and reverse waterfall auctions.
  • Prototype and evaluate solutions using statistical analysis and simulation.
  • Collaborate with engineering teams to deploy, experimentally evaluate, and productionize solutions.
  • Use data to understand product performance and identify improvement opportunities, including analyzing potential causal factors.
  • Establish standard methodologies for data science, including modeling, coding, analytics, and experimentation.
  • Communicate findings and insights to senior management and cross-functional teams.
  • Provide recommendations to support rapid product ideation and feature launch decisions.

Desired Qualifications

  • Experience developing neural network algorithms.
  • Experience developing and deploying pricing algorithms for multi-sided real-time marketplaces with strategic agent behavior.
  • A track record of translating ambiguous business problems into technical solutions.
  • Familiarity with reinforcement learning and causal machine learning.

About the Company

Uber Freight

Logistics platform connecting carriers with shippers

Uber Freight operates a digital logistics marketplace that connects shippers needing to move goods with carriers with available truck capacity. It streamlines the process of booking, managing, and paying for freight shipments through a single platform, serving a range of customers from small businesses to large enterprises. The platform matches shipments with carriers, offers dynamic pricing, and provides visibility, routing, and payment features to simplify transportation management. Unlike traditional brokers, Uber Freight leverages a large, integrated network and real-time data to enable fast, transparent transactions with scalable capacity. The company's goal is to make freight shipping faster, more transparent, and cost-efficient by bringing demand and carrier capacity together in one digital marketplace.

Company size
5,001-10,000
Company stage
Series A
Total funding
$500M
Headquarters
Chicago, IL
Founded
2017

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