Machine Learning Scientist - Cambridgeshire, United Kingdom - Hyper Recruitment Solutions Ltd

Hyper Recruitment Solutions Ltd
Hyper Recruitment Solutions Ltd
Verified Company
Cambridgeshire, United Kingdom

2 weeks ago

Tom O´Connor

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Tom O´Connor

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Description

We are currently looking for a Machine Learning Scientist to join a leading Drug Discovery company based in the Cambridgeshire area.

As the Machine Learning Scientist you will be responsible for identifying new targets and gene-disease associations andderive disease insights from multi-modal data.


KEY DUTIES AND RESPONSIBILITIES:
Your duties as the Machine Learning Scientist will be varied however the key duties and responsibilities are as follows:

  • Developing and implementing deep-learning approaches to analyse diverse multi-modal data (e.g. genomics, transcriptomics, proteomics, imaging) to identify novel drug targets, biomarkers and therapeutic mechanisms.
  • Leading the development of predictive models using statistical, mathematical and machine-learning methods for biomarker development and patient stratification strategies.
  • Working with bioinformaticians, statisticians and biologists to support experimental design and build data processing and analysis pipelines.
  • Evaluating and assessing new machine-learning approaches developed by the research community for adoption and implementation in-house.

ROLE REQUIREMENTS:

  • PhD in mathematics, computer science, engineering, or a relevant numerical discipline.
  • Experience with Bayesian optimisation, probabilistic modelling as well as general numerical programming (SciPy/NumPyand neural-network design (Tensorflow/PyTorch/Keras)

Key Words:
Machine, Learning, Pharmaceuticals, Drug, Discovery, Biomarker, Development, Bioinformatics, Python, R, Programming
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