University of Bath

University of Bath

Research Associate in Health Data Science (ED11696)

United Kingdom

Closing in 4 days

Job title Research Associate in Health Data Science

Department Mathematical Sciences

Salary Starting from £37,099, rising to £44,263

Grade Grade 7

Contract Type Full Time, Fixed Term

Placed on Wednesday 15 May 2024

Closing date Wednesday 05 June 2024

Interview date Monday 17 June 2024

Reference ED11696

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We are seeking a highly motivated and skilled postdoctoral research associate to join our interdisciplinary health data science team based within the Department of Mathematical Sciences at the University of Bath, under the leadership of Dr Theresa Smith.

This role is part of the EPSRC AI for Collective Intelligence (AI4CI) Hub. The AI4CI Hub is a collaboration between a consortium of seven partner universities (Bath, Bristol, Cardiff, Exeter, Glasgow, UCL and Ulster).

The Hub's ambition is to pursue cutting edge research at the intersection between the fields of applied AI and Collective Intelligence across five application domains (Pandemic Resilience, Smart cities, Financial Stability, Health Ecosystems and Environmental Intelligence) and two cross-cutting themes (Human-Centred Design and Infrastructure and Governance).

Research within each application domain and cross-cutting theme will be pursued by a team of academics, postdocs and PhDs working with academic and non-academic stakeholder partners from relevant sectors: from AI software companies and start-ups to FinTech firms to NHS trusts, city modelling labs and government departments.

The successful candidate will be responsible for developing a package of work for the Healthcare Ecosystems Theme to explore how novel artificial intelligence based analytical methods can enhance decision-making processes in health care delivery and self-management for conditions such as diabetes, arthritis, anxiety, and depression. Addressing challenges related to data quality, bias, privacy, and scalability will be embedded throughout the project.

This role will initially be focused on developing and evaluating machine learning and statistical modelling tools to predict and classify disease trajectories using large scale health records databases to answer questions such ‘Can we cluster the typical longitudinal patterns of a disease?', ‘Do these clusters correlate well to the effectiveness of treatments?', ‘Can we confidently inform newly diagnosed patient on how their disease will evolve?', ‘Are there patient groups that are not well served by current clinical practice?'

About the role:

The successful candidate will work with Dr Theresa Smith and collaborate with Dr Aisling O'Kane and her team at the University of Bristol. You will conduct fundamental research in statistics and machine learning as well as deliver case studies designed with Hub stakeholders. You will also be involved with synthesising and disseminating outputs from relevant work as part of a wider programme of knowledge exchange at the AI4CI hub. You will contribute to Bath's wider community of interdisciplinary scholars in data science through the Institute for Mathematical Innovation and the Centre for Mathematics and Algorithms for Data.

The post is full-time for 2.5 years with a possibility of extension depending on project requirements, to start on or soon after 1st July 2024.

About you:

Successful candidates will be interested in researching innovative combinations machine learning, statistics, and data science with a strong commitment to pursuing applied research in a collaborative, interdisciplinary setting.

  • Applicants must hold (or be about to receive) a PhD in Statistics, Data Science, Computer Science, or a related discipline.
  • Substantial experience applying machine learning, statistical modelling, or other data analytic techniques to large scale datasets using a programming language like R or Python is essential.
  • The ideal candidate will have hands-on experience of with electronic health records or other large routinely-collected databases.
  • For further information and an informal discussion about the role please contact Dr Theresa Smith ([email protected]). However, please submit your application via the University website including:

  • an up-to-date curriculum vitae,
  • a research statement describing your research interests, as well as your experience in the research areas relevant to the position,
  • the names of two referees
  • Interviews will take place 17 June 2024.

    What we can offer you:
  • a very generous employer contributory pension scheme
  • generous annual leave allowance with an additional 5 discretionary days so that you can enjoy a positive work life balance
  • we are a family-friendly University and with an increasingly agile workforce, are open to flexible working arrangements
  • an excellent reward package that recognises the talents of our diverse workforce
  • a wide range of personal and professional development opportunities
  • a number of support options available for new and existing staff to help with the cost of some immigration expenses which you may be eligible for: Relocation allowance, Visa Reimbursement, Interest-Free Loan.
  • Find out more about our benefits.

    We consider ourselves to be an inclusive university, where difference is celebrated, respected and encouraged. We have an excellent international reputation with staff from over 60 different nations and have made a positive commitment towards gender equality and intersectionality receiving a Silver Athena SWAN award. We truly believe that diversity of experience, perspectives, and backgrounds will lead to a better environment for our employees and students, so we encourage applications from all genders, backgrounds, and communities, particularly from under-represented groups, and value the positive impact that will have on our teams.

    We are very proud to be an autism friendly university and are an accredited Disability Confident Leader; committed to building disability confidence and supporting disabled staff.

    Find out from our staff what makes the University of Bath a great place to work. Follow us @UniofBath and @UniofBathJobs on Twitter for more information.

    Further details:
  • Job Description & Person Specification

  • Terms and Conditions of Employment

  • We are constantly seeking to reduce the unconscious bias that enters any assessment process, with the goal of creating an inclusive and equal assessment process. To support this, personal details will be removed from application forms at the initial shortlisting stage.

    Job details

    Title

    Research Associate in Health Data Science (ED11696)

    Employer

    University of Bath

    Location

    United Kingdom

    Published

    May 16, 2024

    Application deadline

    June 05, 2024

    Job type

    Postdoc,Research

    Field

    Computer Science,Mathematics,Medicine

    About the employer

    Situated in Bath, Somerset, United Kingdom, University of Bath is a public university that received its royal charter in 1966. The University of Bath has been consistently ranked amongst the top universities in the UK and is known for its expertise in research and teaching. In 2004, the university launched the SET squared Partnership with the universities of Bristol, Southampton, and Surrey. This is the largest partnership ever, comprises of a combined staff of 6,400 researchers, and has a research budget of £266 million.

    The university is known for its four faculties: management, science, humanities and social science, and engineering and design. The university has been recognized for its excellence in research facilities and according to the 2014 Research Excellence Framework (REF), 87 percent of the university's research has been defined as world-leading. Notably, the university's research into child poverty and support for vulnerable people won a Queen's Anniversary Prize in 2011. The university's research grants and contracts portfolio is worth around £150 million.

    The university constantly finishes at the top of student satisfaction rankings and excelling in Chemical Engineering, Mechanical Engineering, and Psychology. It was also awarded Gold in the Teaching Excellence Framework. Because of its high-quality teaching, Bath's graduates are highly sought after by the UK's top employers.

    In 2004, Bath University invested in creating a sports training village, which has emerged as one of the best training centers for athletes in Europe. In 2013, the University became a founder member of GW4, an alliance of universities sharing intellectual and physical resources. Also, in the same year, the university opened a block of 75 flats for students living on campus. In 2012, the university began a three-year campus improvement project to improvise and expand student accommodation, teaching space, and a £10million arts centre. The university has invested over £450 million on its campus over the last decade.

    In 2015, the university inaugurated a specialized area for arts, education, and events. The University of Bath has a well-built infrastructure with all the essential facilities and amenities a student will require. The university gives equal focus on sports and offers one of the best sports facilities in the UK. The university-based athletes won six medals in the 2016 Rio Olympics.

    Almost one-fourth of the students enrolled are from outside the UK, so, the university offers a perfect internationally diverse experience. Airbus, World Bank, Nike, Ford, and Rolls Royce are some of the industry leaders, which collaborate with the university.

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