Research Assistant/Associate (Computational Neuroscience)

Job title: Research Assistant/Associate (Computational Neuroscience)

Company: The University of Newcastle

Job description: Salary:Research Assistant: £31,396 to £32,982 per annumResearch Associate: £33,966 to £44,263 per annumNewcastle University is a great place to work, with excellent . We have a generous holiday package; plus the opportunity to buy more, great pension schemes and a number of health and wellbeing initiatives to support you.Closing Date: 12 November 2024The RoleYour role…. You are a talented and driven Scientist with expertise in computational neuroscience. You will focus on building and analysing models of spiking neural networks and multicompartmental neuron models to develop novel theoretical frameworks for understanding neuromodulatory function. This role offers a unique opportunity to contribute to cutting-edge research in a collaborative and dynamic environment.The project…. The neocortex is a complex brain structure that commands higher-order cognitive functions such as intelligence, learning and memory. It is densely innervated by neuromodulatory projections, which control the multiscale organization of neurons, synapses and network activity. The effects of neuromodulators in the cortex are typically studied at a single level of organization – neurons, synapses or networks. Consequently, much of the prevailing views on high-level cortical function appear to be centred around ideas that largely ignore the multiscale effects of neuromodulation.The overall aim of this project is to build multicompartmental computational models of neuromodulatory function and interactions in cortical microcircuits. The multicompartmental models will serve as a reference for spiking neural network models to test the role of neuromodulators in continual learning.This post is fixed term to 7 August 2026.For informal enquiries contact: Dr Srikanth Ramaswamy at .Find out more about the Faculty of Medical Sciences here:Find out more about our Research Institutes here:As part of our commitment to career development for research colleagues, the University has developed 3 levels of . These profiles set out firstly the generic competences and responsibilities expected of role holders at each level and secondly the general qualifications and experiences needed for entry at a particular level.Please note that if you are successful to this role, you will require medical clearance before you can commence in the role.Key Accountabilities

• Although working under the general guidance of an academic or Principal Investigator, the postholder will contribute ideas, including enhancements to the technical or methodological aspects of their studies, thus providing substantial ‘added value’
• Develop and carry out the specified project using appropriate techniques and equipment as outlined in the personal requirements
• Determine appropriate methodologies for research, with advice and support where required
• Contribute to grant applications submitted by others and in time develop own research objectives and proposals for funding
• Begin to write, with appropriate support, proposals for individual research funding or, where funders do not permit this, contribute to the writing of collective bids
• Assess research findings for the need/scope for further investigations
• Contribute to the writing up of their research for publication and dissemination, either through seminar and conference presentations or through publications
• Present research findings, either at conferences or through publications in reputable outlets appropriate to the discipline
• May be involved in the supervision, with guidance, of final year undergraduate research projects and in providing support to postgraduate research students or Research Assistants
• Will need to work with the support staff and, on occasions, with undergraduate and postgraduate students, and interact intellectually with other academic members of the Institute
• May contribute to events celebrating the public engagement of science/social sciences/humanities
• Develop an awareness of University structures, policies and procedures and relevant issues in the higher education, research, social and political environment
• Develop and refine computational models of spiking neural networks and multicompartmental neuron models
• Apply mathematical analysis to interpret and predict neuromodulatory functions
• Utilize and advance simulations using the NEURON simulation environment
• Implement machine learning frameworks using TensorFlow and PyTorch for neuroscientific applications
• Collaborate with experimental neuroscientists to validate models and theories.
• Analyse and interpret complex data sets, presenting findings in written and oral formats for scientific publications and conferences
• Maintain accurate and detailed records of research methodologies and result

The PersonKnowledge, Skills and Experience

• Ability to work well as part of a team and rapidly acquire new skills
• Detailed subject knowledge of neuroscience and neurophysiology
• Likelihood of advanced skills directly related to the research projects
• High level of analytical and problem-solving capability
• Ability to communicate complex information with clarity and to encourage the commitment of others
• Experience in research with clear transferable skills and some experience or awareness of the research environment
• Presentations at conferences and/or high-quality publications
• Develop and refine computational models of spiking neural networks and multicompartmental neuron models
• Apply mathematical analysis to interpret and predict neuromodulatory functions
• Utilize and advance simulations using the NEURON simulation environment
• Implement machine learning frameworks using TensorFlow and PyTorch for neuroscientific applications
• Collaborate with experimental neuroscientists to validate models and theories

Attributes and Behaviour

• Strong expertise in computational modelling of neural systems
• Proficiency in the NEURON simulation environment (this would be a distinct advantage)
• Advanced programming skills in Python
• Ability to work independently and collaboratively within a multidisciplinary team
• Excellent problem-solving, communication, and organizational skills

Desirable

• Experience with high-performance computing and managing compute clusters
• Familiarity with TensorFlow and PyTorch
• Knowledge of advanced data analysis techniques and software

Qualifications

• A PhD (or close to finishing a PhD) in Computational Neuroscience, Physics, Applied Mathematics, Computer Science, or a related field is required. Those nearing completion of a PhD will be offered the role as Research Assistant and those with a PhD will be offered the role as Research Associate

Newcastle University is a global University where everyone is treated with dignity and respect. As a University of Sanctuary, we aim to provide a welcoming place of safety for all, offering opportunities to people fleeing violence and persecution.We are committed to being a fully inclusive university which actively recruits, supports and retains colleagues from all sectors of society. We value diversity as well as celebrate, support and thrive on the contributions of all of our employees and the communities they represent. We are proud to be an equal opportunities employer and encourage applications from individuals who can complement our existing teams, we believe that success is built on having teams whose backgrounds and experiences reflect the diversity of our university and student population.At Newcastle University we hold a silver award in recognition of our good employment practices for the advancement of gender equality. We also hold a Bronze award in recognition of our work towards tackling race inequality in higher education REC. We are a employer and will offer an interview to disabled applicants who meet the essential criteria for the role as part of the offer and interview scheme.In addition, we are a member of the Euraxess initiative supporting researchers in Europe.Requisition ID: 27685

Expected salary:

Location: Newcastle, NSW

Job date: Wed, 16 Oct 2024 22:46:14 GMT

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