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[交流] 瑞典中部大学/瑞典RISE研究所-岗位制博士-机器学习多模态传感器检测

瑞典RISE研究所

RISE是瑞典的研究机构和创新合作伙伴。通过与公司、学术界和公共部门的国际合作，我们为有竞争力的商业生活和可持续发展的社会做出贡献。我们大约 3,300 名员工推动和支持所有类型的创新流程。RISE 是一家独立的国家研究机构，为面向未来的技术、产品和服务提供独特的专业知识和大约 130 个测试和演示环境。

关于职位
我们提供测量技术领域的博士职位，重点关注使用多模态传感器系统进行状态监测，通过机器学习进行异常检测和分类。该服务的研究是与国内和国际合作伙伴密切合作进行的。

该职位的重点是机器学习的异常检测和分类领域。该服务还可以包括边缘设备上的机器学习模型的实现方面。工作本质上可以是实验性的和理论性的，包括数据收集、模型的开发和验证以及解决方案的推广。

基本资格是指已完成高级学位或完成至少 240 个高等教育学分的课程要求，其中至少 60 个高级高等教育学分或在国内或国外以其他方式获得基本同等知识的人。那些在电气工程、与这些密切相关的计算机工程学科中拥有至少 90 个高等教育学分的人，或者在国内外以任何其他方式获得实质上同等知识的人，具有特殊资格。

你是谁？
除了正式的资格要求外，选择还将基于传感器技术和机器学习方面的先验知识的相关性、论文工作、项目工作、课程和申请人面试的相关性。信号处理、使用多模态传感器系统以及具有各种机器学习模型的经验被视为优势。合作性、主动性和是否适合博士研究等个人品质将与正式的学科知识进行权衡。申请中必须包含申请人的愿景和目标的简要描述。

博士职位是指主要相当于四年全日制学习并有望获得博士学位的职位。通过协议访问。工作地点是松兹瓦尔。

我们适合彼此吗？
在 RISE，我们重视多样性，并相信它有助于创造一个创新环境，让我们挑战界限并为未来开发新知识。我们汇集了充满热情的问题解决者来应对世界上一些最重要和最令人兴奋的挑战。我们不能向您承诺一份轻松的工作，但我们可以承诺的是一群敬业的同事和一些真正令人着迷的社会和工业挑战需要解决。您将在一个创新的环境中工作，为专业和个人发展提供机会。在 RISE，您有机会做出真正的改变。欢迎来到瑞典国家研究院和创新合作伙伴。

欢迎您的申请！
欢迎联系招聘经理 Peter Söderman，+46 10 228 42 99 或 Ulf Jennehag，+46 10 228 42 10。申请截止日期为 2024 年 3 月 6 日。面试将在申请期间连续进行。

我们的工会代表是 Bertil Svensson，Unionen 010-516 53 56 和 Ulf Nordberg，瑞典工程师 010-516 69 59。

About the role
We offer a PhD position in measurement technology focused on condition monitoring using multimodal sensor systems for anomaly detection and classification with machine learning. The research for the service is carried out in close collaboration with national and international partners.

The focus of the position is in the area of anomaly detection and classification with machine learning. The service may also include implementation aspects of machine learning models on edge devices. Work can be experimental and theoretical in nature and includes data collection, development and verification of models, and generalization of solutions.

Basic eligibility is for those who have completed an advanced level degree or completed course requirements of at least 240 higher education credits, of which at least 60 higher education credits at advanced level or have acquired essentially equivalent knowledge in some other way within or outside the country. Those who have at least 90 higher education credits in electrical engineering, computer engineering subjects closely related to these, or who have acquired substantially equivalent knowledge in any other way within or outside the country, have special eligibility.

Who are you?
In addition to the formal eligibility requirements, the selection will also be based on the relevance of prior knowledge for working with sensor technology and machine learning, relevance in thesis work, project work, courses and interviews with the applicants. Signal processing, use multimodal sensor system and experience with various machine learning models are seen as an advantage. Personal qualities such as cooperativeness, initiative and suitability for doctoral studies will be weighed against formal subject knowledge. A brief description of the applicant's visions and goals must be included in the application.

The doctoral position refers to a position that primarily corresponds to four years of full-time studies and is expected to lead to a doctoral degree. Access by agreement. Place of employment is Sundsvall.

Are we right for each other?
At RISE, we value diversity and believe that it contributes to an innovative environment where we challenge boundaries and develop new knowledge for the future. We bring together passionate problem solvers to tackle some of the world's most important and exciting challenges. We can't promise you an easy job, but what we can promise is a group of dedicated colleagues and some truly fascinating societal and industrial challenges to address. You will work in an innovative environment that provides opportunities for both professional and personal development. At RISE, you have the opportunity to make a real difference. Welcome to Sweden's national research institute and innovation partner.

Welcome with your application!
Welcome to contact recruiting manager Peter Söderman, +46 10 228 42 99 or Ulf Jennehag, +46 10 228 42 10. The application deadline is 2024-03-06. Interviews will take place continuously during the application period.

Our union representatives are Bertil Svensson, Unionen 010-516 53 56 and Ulf Nordberg, Swedish Engineers 010-516 69 59.

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