Data Scientist: Vision AI for Blood Cell Analysis

EURAXESS Ireland; Dublin; On-site; EUR 55,000 - 60,000; Full time

Job summary

University College Dublin invites applications for a temporary Data Scientist within the School of Physics. You will lead the development and validation of machine-learning models underpinning our miniaturised haematology analyser, and develop a Vision Pre-trained Transformer (VPT) model for classifying blood cells from label-free microscopy images.

The role involves curating microscopy datasets, training and optimisation, and evaluating its accuracy, robustness, and generalisability.

Qualifications

• Experience with machine-learning models and data analysis in scientific research.
• Ability to curate datasets and work with image data.

Responsibilities

• Lead ML model development for haematology analyser.
• Train and validate a Vision Transformer on microscopy images.
• Benchmark model performance against commercial analysers.

Job description

University College Dublin invites applications for a temporary Data Scientist within the School of Physics. You will lead the development and validation of machine-learning models underpinning our miniaturised haematology analyser, and develop a Vision Pre-trained Transformer (VPT) model for classifying blood cells from label-free microscopy images.

The role involves curating microscopy datasets, training and optimisation, and evaluating its accuracy, robustness, and generalisability.