Research Associate in real-time anomaly detection

Department of Computing

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Imperial College London, Exhibition Road, London, UK

Overview

  • Posted on: 22nd Feb 2021
  • Salary: £36,045 - £48,340
  • REF: ENG01579
  • Closes: 08th March 2021
  • Contract Type: Fixed-Term/Contract
  • Hours: Full Time

Job description

Job summary

The Department of Computing is seeking to appoint a post-doctoral Research Associate to help investigate real-time anomaly detection in streaming data. Applications are solicited from applicants with a relevant background in data science, machine learning, or algorithms.

Duties and responsibilities

The Research Associate will study normal and anomalous streaming data in the context of distributed computer systems, ensuring that the analysis can be efficiently performed using the latest advances AI/ML for anomaly detection. The post holder is expected to implement scalable low-footprint algorithms able to cope with concept drift and missing data.

In addition, the Research Associate will be expected to submit publications to refereed journals and conferences and will be required to produce a correct and efficient prototype for use in industrial setting in the presence of high rates of streaming data.

Essential requirements

  • To hold (or shortly expect to receive) a PhD in Computer Science or a closely related discipline, or equivalent research, industrial or commercial experience.
  • Experience with unsupervised classification, hyper-parameter tuning, missing data, anomaly detection algorithms is essential.
  • Knowledge of Python and a fast compiled language such as C, C++ or Java.
  • Applicants with a theoretical track-record in online anomaly detection will also be considered.
  • Practical experience within a research environment and / or publication in relevant and refereed journals or conferences
  • Strong background in systems engineering and AI
  • Knowledge of research methods and statistical procedures.

Please see job description for full list of requirements

Further information

*Candidates who have not yet been officially awarded their PhD will be appointed as Research Assistant salary range £36,045 – £39,183 per annum.

In addition to completing the online application candidate should attach:

  • A full CV

For queries regarding the application process contact Jamie Perrins: j.perrins@imperial.ac.uk

For technical issues when applying online please email support.jobs@imperial.ac.uk

Committed to equality and valuing diversity, we are an Athena SWAN Silver Award winner, a Stonewall Diversity Champion, a Disability Confident Employer and work in partnership with GIRES to promote respect for trans people.

The College is a proud signatory to the San-Francisco Declaration on Research Assessment (DORA), which means that in hiring and promotion decisions, we evaluate applicants on the quality of their work, not the journal impact factor where it is published.For more information, see https://www.imperial.ac.uk/research-and-innovation/about-imperial-research/research-evaluation/

The College believes that the use of animals in research is vital to improve human and animal health and welfare. Animals may only be used in research programmes where their use is shown to be necessary for developing new treatments and making medical advances. Imperial is committed to ensuring that, in cases where this research is deemed essential, all animals in the College’s care are treated with full respect, and that all staff involved with this work show due consideration at every level. http://www.imperial.ac.uk/research-and-innovation/about-imperial-research/research-integrity/animal-research /

Additional information

Please note that job descriptions cannot be exhaustive and the post-holder may be required to undertake other duties, which are broadly in line with the above key responsibilities.

All Imperial employees are expected to follow the 7 principles of Imperial Expectations:

  • Champion a positive approach to change and opportunity
  • Communicate regularly and effectively within, and across, teams
  • Consider the thoughts and expectations of others
  • Deliver positive outcomes
  • Encourage inclusive participation and eliminate discrimination
  • Develop and grow skills and expertise
  • Work in a planned and managed way

In addition to the above, employees are required to observe and comply with all College policies and regulations.

We are committed to equality of opportunity, to eliminating discrimination and to creating an inclusive working environment for all. We therefore encourage candidates to apply irrespective of age, disability, marriage or civil partnership status, pregnancy or maternity, race, religion and belief, gender identity, sex, or sexual orientation. We are an Athena SWAN Silver Award winner, a Disability Confident Leader and a Stonewall Diversity Champion.

For technical issues when applying online please email support.jobs@imperial.ac.uk .

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