Postdoktor inom maskininlärning för operationspatienter

## Responsibilities - Design, create necessary software for, and conduct experiments on retrospective patient data, including high-resolution waveform data from patient monitors, from Karolinska or equivalent open data sources. - Contribute to the development and implementation of experimental machine learning methods. - Supervise students on bachelor's and master's level projects. - Work at the forefront of applied machine learning and signal processing in clinical research. - Develop explainable, transparent, and well-calibrated AI models that can express uncertainty in predictions and detect changes over time (drift). - Collaborate closely with experts in anesthesia and machine learning within an interdisciplinary environment at KTH and Karolinska University Hospital. ## Requirements - Completed PhD or equivalent foreign degree, to be fulfilled by the time of the appointment decision. - Documented knowledge in machine learning, signal processing, applied mathematics, computer science, biomedical engineering, or related fields. - Ability to create software implementations for the purpose. - Very good written and spoken English skills required for daily work. - Interdisciplinary collaboration and communication skills, preferably within clinical research. - Awareness of diversity and equality issues with a special focus on gender equality. ## Nice to Have - Up to three years since PhD or equivalent degree was completed. - Experience with experimental evaluations using modern architectures for deep networks and other machine learning techniques. - Experience with supervising student projects and other pedagogical skills. ## Benefits - Work in an interdisciplinary environment at KTH and Karolinska University Hospital. - Opportunity to grow and develop in a creative and dynamic workplace with good working conditions and benefits. - Emphasis on personal qualities, diversity, and equal treatment as core values. KTH forms the future through education, research, and innovation. As a leading international technical university, we play an active role in driving and contributing to the transition to a sustainable society. Here, you get the opportunity to grow and develop in a creative and dynamic workplace with good working conditions and benefits. Equality, diversity, and equal conditions are a quality issue and a self-evident part of KTH's value base as a university and public authority. For information about the handling of personal data in connection with recruitment. It may be that an employment at KTH is placed in a security class. If that is the case for this particular employment, a security clearance of the applicant will be made in accordance with the Security Act (2018:585) after consent. In these cases, a prerequisite for employment is that the applicant is approved after security clearance. We decline direct contact with staffing and recruitment agencies and sellers of job advertisements.