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Research Associate in Data Science and Scientific Computing

The University of Edinburgh - Institute for Digital Communications (IDCOM)

Location: Edinburgh
Salary: £34,304 to £40,927 UE07
Hours: Full Time
Contract Type: Fixed-Term/Contract
Placed On: 20th August 2021
Closes: 1st November 2021
Job Ref: 1892
 

The Opportunity:

We are looking for two postdoctoral research associates to join a collaborative team working on developing new tools for real-time mathematical modelling and inverse problems at scale. These posts will contribute to two exciting projects at the intersection of data science and scientific computing focusing in the area of randomised algorithms for data sketching in aid of (i) online machine learning for human behaviour modelling in an assisted living context, and (ii) real-time inference for inverse problems associate with data analytics in manufacturing applications. The posts will be a part of the real-time simulation and computational imaging lab, within the Institute for Digital Communications (IDCOM) at the University of Edinburgh, that are funded by the Advanced Care Research Centre and EPSRC respectively, and are in collaboration with colleagues at Queen’s University Belfast, Seagate Technology, GlaxoSmithKline and nVIDIA Research.

The right individuals are highly motivated and self-directed researchers with excellent research skills who can work independently and contribute as part of a broad multidisciplinary team, possessing experience in some of the following areas: mathematical modelling (numerical simulation of PDEs), inverse problems, statistical computing, image processing, machine learning, and model order reduction.

These roles are UE07 and are available on a fixed term basis for up to 18 and 24 months respectively, with a possibility for a further 12 months extension.

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