Publisher
source

University College Dublin

Postdoctoral Research Fellow in AI for Meteorological Data Quality Control and Machine Learning University College Dublin in Ireland

Degree Level

Postdoc

Field of study

Computer Science

Funding

Temporary postdoctoral research fellowship for 2 years. PD1 salary range is €47,273 - €53,925 per annum, dependent on qualifications and experience.

Deadline

Sep 25, 2026

Country flag

Country

Ireland

University

University College Dublin

Social connections

How do I apply for this?

Sign in for free to reveal details, requirements, and source links.

Apply for this position

Keywords

Computer Science
Environmental Science
Artificial Intelligence
Earth Science
Python Programming
Quality Control
Anomaly Detection
Statistics
ML

Suggested positions

About this position

University College Dublin is advertising a 2-year Post-doctoral Research Fellow Level 1 position linked to the Aimsir Centre for Artificial Intelligence for Meteorological Services Innovation and Research, based in the UCD School of Mathematics and Statistics and associated with the UCD School of Computer Science.

The project focuses on artificial intelligence, machine learning, Python, and quality control for synoptic and climate observation data. The successful researcher will develop a scalable AI-driven QC system to automate anomaly detection for missing, stuck, and suspicious data at five-minute intervals. Methods mentioned include rule-based checks, Long Short-Term Memory (LSTM) networks, and Variational Autoencoders (VAEs), using historical QC archives dating back to the 1990s.

The role also includes investigating global QC standardisation methodologies and integration with the EU MetNet IoT framework to improve real-time meteorological data reliability and resource allocation.

This is a temporary postdoctoral opening with a salary range of €47,273–€53,925 per annum, depending on qualifications and experience. It is intended for early-stage researchers, typically just after PhD completion or for those entering a new area for the first time.

Deadline: 25 September 2026 at 12:00 noon local Irish time.

How to apply: Use the Apply button on the vacancy page for further details and submit the application before the deadline.

Funding details

Temporary postdoctoral research fellowship for 2 years. PD1 salary range is €47,273 - €53,925 per annum, dependent on qualifications and experience.

What's required

Intended for early stage researchers, typically just after completion of a PhD or for someone entering a new area for the first time. Applicants who have already completed PD1 at UCD, will soon complete a PD1, or whose total postdoctoral experience including the advertised post would exceed 4 years should not apply and should refer to PD2 posts instead.

How to apply

Click the Apply button on the vacancy page for further details and submit the application before the closing date and time. Applications must be completed by 12:00 noon local Irish time on 25 September 2026.

More information can be found here

Ask ApplyKite AI

Start chatting
Can you summarize this position?
What qualifications are required for this position?
How should I prepare my application?