12 дней назад
Research Associate in Mathematical Biomedicine
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Research Associate in Mathematical Biomedicine (Digital Endocrinology and Computational Modelling): Developing personalised mathematical and computational models of circadian hormone profiles using wearable-device time series from healthy humans and patients with an accent on endocrine rhythm variability, precision medicine, and disease-related changes. Focus on time series and network analysis, Bayesian inference, machine learning, differential-equation simulations, and HPC-based parameter estimation.
Location: Oxford Road, Manchester, United Kingdom; hybrid working arrangements may be considered.
Company
is an academic research institution conducting interdisciplinary work in mathematical biomedicine and digital endocrinology.
What you will do
- Conduct original research translating endocrine-function insights into precision medicine applications.
- Analyse wearable-device and hormonal time-series data to characterise circadian hormone variability in healthy people and patients.
- Investigate mechanisms behind hormonal rhythm misalignment and disease-related endocrine changes.
- Develop personalised mathematical models of dynamic responses to stressors, sleep disruption, diagnostic tests, and disease progression.
- Lead independent computational research projects and contribute to PhD student projects.
- Collaborate with clinicians, computer scientists, mathematicians, and international research partners.
Requirements
- High proficiency in scientific programming with Python, Julia, R, and/or MATLAB.
- Experience with parameter estimation methods and high-performance computing simulations.
- Experience or knowledge of time-series analysis, network analysis, Bayesian inference, machine learning, and computational simulation.
- Ability to work with mathematical models formulated using differential equations.
- Experience with dynamical systems theory and ODE/DDE modelling is desirable.
- Full-time availability from 1 February 2027 to 31 December 2029 and ability to work in the United Kingdom location framework.
Culture & Benefits
- Dynamic, ambitious, welcoming, and supportive research environment.
- Market-leading pension scheme.
- Employee health and wellbeing services, including an Employee Assistance Programme.
- Generous annual leave entitlement, bank holidays, and additional paid closure over Christmas.
- Local and national discounts at major retailers.
Hiring process
- Applications are shortlisted before interviews.
- Individual feedback may not be available because of the volume of applications.
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