Postdoctoral researcher (postdoc) in AI for acoustic biodiversity monitoring

Job title:

Postdoctoral researcher (postdoc) in AI for acoustic biodiversity monitoring

Company:

Job description

Offer DescriptionAre you looking for a research position that combines machine learning with helping to protect nature? Would you like to apply and develop AI methods for sound? Do you want to conduct research that has international academic impact, and also a positive environmental impact?The Department of Cognitive Science and Artificial Intelligence at Tilburg University is looking for a postdoctoral researcher, for an 18-month position within the European funded project TABMONThe TABMON project will apply autonomous acoustic sensing to biodiversity monitoring across a large geographic range in Europe (from Norway to Spain). Sound recording devices will be placed in diverse bird habitats. Within this project, you will develop machine learning algorithms to analyse these large volumes of audio data. You will investigate the leading algorithms as well as novel ideas, you will carefully design training datasets, and evaluate the performance of algorithms to ensure they work as intended across many countries, in many habitats and seasons.You will be working with collaborators from multiple countries, including specialists in signal processing, machine learning, and ecology. At Tilburg University you will be part of a research group with unique world-leading expertise in machine learning for animal sound – see for example the Bioacoustic AI networkYour project will include the following goals:

• Train deep learning algorithms for bird sound classification
• Investigate the re-use of existing data and algorithms, and their combination with new innovative algorithms
• Evaluate algorithms for balanced performance across our European case studies (different habitats, species etc)
• Investigate advanced training/application of AI algorithms: not just for classification, but for direct inference of biodiversity-related quantities such as relative population sizes
• Explore combining acoustic data with data from other sources
• Collaborate with project partners in different European countries
• Write high-quality articles for academic conferences and journals
• Publish developed AI algorithms as reusable software

RequirementsSpecific RequirementsRequired skills
Essential:

• PhD in one of the following fields, or closely related: machine learning, computer science, applied mathematics, statistics, signal processing, acoustics, bioacoustics
• Experience in training and evaluating deep learning algorithms
• High proficiency in programming (especially Python)
• High quality of academic writing in English
• Good spoken English language skills
• Ability to work independently and self-motivated.

Desirable:

• Experience in machine learning for sound/acoustics
• Experience in one of the main DL frameworks (e.g. PyTorch, Tensorflow)
• Experience with international collaboration
• Experience with software deployment frameworks suitable for machine learning (e.g. Docker, HuggingFace)
• Good publication record appropriate to the career stage
• Demonstrated interest in biodiversity, animal behaviour, animal sound, or related topics

Additional InformationBenefitsWhat we offer

• A fixed-term contract of 18 months at 1.0 FTE.
• The candidate will be ranked in the Dutch university job ranking system (UFO) as Researcher 4. The starting gross salary for a full-time appointment is (minimally) € 3.226,- up to (maximally) €5.090,- per month. Grading based on relevant experience.
• A holiday allowance of 8% and an end-of-year bonus of 8,3% (annually)
• Researchers from outside the Netherlands may qualify for a temporary tax-free allowance equal to 30% of their taxable salary. Tilburg University will apply for such an allowance on their behalf.
• Tilburg University is rated among the top Dutch employers and offers excellent fringe benefits, including excellent technical infrastructure, savings schemes and excellent sport facilities.
• The collective labor agreement of the Dutch Universities applies.

Selection processTo apply for this position please submit: * a motivation letter outlining why you are the right candidate for this position;

• a CV, including research activities and publication list;
• the names and contact details of two referees.

Deadline for applications: Mon 13th May 2024.Interviews are expected to take place in June 2022.Additional commentsFor more information on this position or the project, please contact the principal investigator, . Website for additional job detailsWork Location(s)Number of offers available 1 Company/Institute Tilburg School of Humanities and Digital Sciences Country Netherlands City Tilburg Postal Code 5037 AB Street Warandelaan 2 GeofieldWhere to apply WebsiteContact CityTilburg WebsiteStreetWarandelaan 2 Postal Code5037 ABSTATUS: EXPIRED

Expected salary

€3226 per month

Location

Tilburg, Noord-Brabant

Job date

Mon, 01 Apr 2024 06:28:08 GMT

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