Description

Deciphex is hiring a Senior AI Data Scientist in Research Pathology to lead advanced data-science research supporting AI for toxicologic pathology and translational research. The role involves curating and analysing large pathology datasets, designing and evaluating foundation-model and downstream AI experiments, developing benchmarking frameworks, validating models for regulatory scrutiny, and collaborating with pathologists, AI researchers, software engineers, and product teams. It is a full-time permanent position based at home in Ireland, with no Irish work permits or visa sponsorship available.

Required Skills

Python
PyTorch
scikit-learn
Machine learning
Deep learning
Model validation
Experimental design
Data pipelines
Whole-slide imaging
IHC quantification
Vision Transformers

Additional Information

Minimum Education: PhD in data science, bioinformatics, computational biology, biomedical science, statistics, computer science, or a related quantitative field; equivalent research experience may also be considered.
Required Previous Experiences: Experience curating, integrating, and quality-controlling large imaging datasets and associated structured metadata.
Experience applying data science and machine learning to digital pathology, biomedical imaging, or complex biomedical datasets.
Experience designing and conducting deep-learning experiments, including model training, evaluation, ablation studies, and systematic comparison of modelling approaches.
Experience developing reproducible analytical workflows using version control, testing, environment and configuration management, provenance, and technical documentation.
Preferred Qualifications: Working knowledge of histopathology, tissue morphology, pathological findings and terminology, and the ability to discuss datasets and model outputs with pathologists.
Understanding of preclinical toxicology study design, treatment and control groups, endpoints, and histopathology workflows.
Experience with whole-slide imaging, digital pathology platforms, image formats, annotation workflows, and large-scale image-data management.
Experience with pathology foundation models, self-supervised learning, Vision Transformers, representation learning, model fine-tuning, or knowledge distillation.
Experience training and evaluating deep-learning models using GPU, HPC, cloud, or distributed-computing infrastructure.
Experience with translational pathology applications, including biomarker discovery, IHC or multiplex-image analysis, tissue segmentation, and tissue-based endpoint characterisation.
Experience collaborating with software engineers to translate research models and analytical workflows into maintainable, tested, and product-ready implementations.
A record of peer-reviewed publication, conference presentation, or substantive delivery of applied AI research.
Translation Company Name: Deciphex

About Deciphex

Deciphex

digital pathology

Deciphex enhances diagnostic precision and speed through AI-driven quality assurance, transforming digital pathology workflows. By automating key diagnostic workflow processes, Deciphex's platforms reduce error rates and accelerate diagnoses, helping pathologists deliver more accurate insights efficiently.

Who they serve

Deciphex supports NHS Trusts. Deciphex supports pharmaceutical partners advancing therapies and conducting preclinical research.

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AI Data Scientist at Deciphex

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