博士研究员（博士生），3个岗位：空间数据科学与人工智能发展

该项目致力于开发数据科学与人工智能方法，以分析与采矿活动相关的空间数据，利用卫星图像和大型数据集来促进可持续采矿实践。申请者应具备编程技能及定量领域背景，以便在采矿用地利用、废弃物预测或矿物识别等主题领域的研究中取得优异成绩。

How to apply?: Submit your application by using our electronic application form no later than 17 November 2026 by 23:59 (midnight) Finnish time (UTC+2). Please note that you must include the following appendices in your application CV (Template for CV, TENK web page) a list of publications (Instructions, Research Council of Finland Web page) copies of your academic degree certificates / diplomas, and copies of certificates / diplomas relating to your language proficiency, if not indicated in the academic degree certificates/diplomas a transcript of records a motivation letter (max. 1 page) describing your interest in the position and research project, your background, as well as your career aspirations and your motivation for engaging in doctoral-level research. In the cover letter, indicate your preferred topic(s), for example, by ranking the topics in order of preference or specifying whether you are applying for one or multiple topics. External evaluation will be used in the recruitment process. If your degree certificate is not in English, Finnish, or Swedish, you must provide official English translations of your degree certificate documents. All translations must be issued by the awarding educational institution or an authorized translator. Each page of the official translation must bear the translator's stamp and/or signature. Official translations must be accurate translations of the original documents. Translations made by the applicants themselves will not be accepted.