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Internship: AI/ML for Ionospheric TEC Modelling

Company

Confidential

Location

reigate, england

Type

Full-time

The Ionosphere and GNSS

The ionosphere remains one of the largest error sources in GNSS. At u-blox, we are advancing next‑generation receiver technologies that intelligently mitigate these effects using data‑driven models.

Role Overview

We are looking for an AI/ML intern to help model ionospheric Total Electron Content (TEC) behavior and generate practical correction strategies that enhance positioning performance across diverse environments and operating conditions.

What you’ll work on

  • Design and implement AI/ML models to predict ionospheric TEC corrections for real receiver applications.
  • Learn and model spatio‑temporal patterns from GNSS measurements, TEC maps, and space‑weather indicators.
  • Explore and benchmark modern sequence modeling approaches (e.g., LSTM/GRU, Temporal CNNs, Transformers).
  • Evaluate how learned corrections improve positioning accuracy and robustness under varying conditions (la...

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