---
title: "Enter eBay’s 2024 University Machine Learning Competition"
description: "eBay’s 2024 University Machine Learning Competition invites U.S. college and university students to form teams and tackle a yearly ecommerce challenge, with top participants offered a shot at a 2025 summer internship at eBay. This year’s task focuses on eBay Motors: building a model that identifies which vehicles are compatible with particular parts and accessories. Participants must extract “fitment” information from listing titles, item specifics, and descriptions in the eBay Parts and Accessories categories, where noisy or extraneous data makes the task difficult. The competition is in its sixth year; last year, 1,439 students from 206 universities competed across 887 teams, and several winners later moved into full-time eBay roles."
---

# Enter eBay’s 2024 University Machine Learning Competition

[Ebay](https://yomu.fyi/company/ebay) · eBay News Team · May 6, 2024

**Type:** Announcement

## Summary

eBay’s 2024 University Machine Learning Competition invites U.S. college and university students to form teams and tackle a yearly ecommerce challenge, with top participants offered a shot at a 2025 summer internship at eBay. This year’s task focuses on eBay Motors: building a model that identifies which vehicles are compatible with particular parts and accessories. Participants must extract “fitment” information from listing titles, item specifics, and descriptions in the eBay Parts and Accessories categories, where noisy or extraneous data makes the task difficult. The competition is in its sixth year; last year, 1,439 students from 206 universities competed across 887 teams, and several winners later moved into full-time eBay roles.

## Context

The competition addresses the difficulty of extracting vehicle-part compatibility, or fitment, from noisy or extraneous listing data in eBay Parts and Accessories categories.

## Approach / What changed

Participants team up to build a machine learning model that identifies which vehicles are compatible with specific parts and accessories using listing titles, item specifics, and descriptions.

## Takeaways

- The 2024 challenge centers on eBay Motors and vehicle compatibility with parts and accessories.
- Fitment data must be extracted from listing titles, item specifics, and descriptions that may contain noisy or extraneous information.
- The previous competition drew 1,439 students from 206 universities across 887 teams; several winners later joined eBay full time.

**Tags:** [Education](https://yomu.fyi/topic/education), [Machine Learning](https://yomu.fyi/topic/machine-learning)

- Source: [Ebay](https://innovation.ebayinc.com/stories/enter-ebays-2024-university-machine-learning-competition)
- Source URL: https://innovation.ebayinc.com/stories/enter-ebays-2024-university-machine-learning-competition
- Ingested by Yomu: 2026-09-09T16:04:07.274Z

[Read original post](https://innovation.ebayinc.com/stories/enter-ebays-2024-university-machine-learning-competition)