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PostDoc in Computer Science with a focus on Human-Centered AI

We seek applications from motivated individuals who want to continue their research career doing a PostDoc within the area of Human-centered AI at the School of Engineering in Jönköping. The Department of Computer Science and Informatics provides academic programmes in subjects ranging from software engineering and embedded systems to user experience design and cybersecurity, and is also conducting research in associated areas. Our education programmes ... Visa mer
We seek applications from motivated individuals who want to continue their research career doing a PostDoc within the area of Human-centered AI at the School of Engineering in Jönköping.

The Department of Computer Science and Informatics provides academic programmes in subjects ranging from software engineering and embedded systems to user experience design and cybersecurity, and is also conducting research in associated areas. Our education programmes are developed in close collaboration with the surrounding industry and have a yearly intake of about 300 students. Computer Science is an expanding area at the School of Engineering, and we are hiring several assistant professors, postdocs and doctoral students. For more information about our department, visit our https://ju.se/en/about-us/school-of-engineering/organisation/computer-science-and-informatics.html. 

The newly established Human-Centered Technology group at CSI focuses on designing, developing, and evaluating technologies that make our lives easier and better with us, the end user, in mind. Overall, we carry out fundamental and applied research in different areas of Human-Computer Interaction (HCI) such as visualization, human-centered design, privacy, graphical design, and human-centered AI. We are looking for passionate and innovative researchers and teachers who want to contribute to and expand our group!

We offer you:

- A dynamic working environment at a collaborative, internationally connected, and globally oriented university
- The opportunity to investigate state-of-the-art topics in human-AI communication and contribute to advancing the field
- The possibility to continue your academic career within computer science and our department
- Teaching in programmes with strong industry connections, where all students gain hands-on experience through internships
- A workplace located in the city centre of Jönköping, surrounded by beautiful nature and lakes

https://ju.se/en/about-us/work-at-jonkoping-university/jonkoping-university-as-a-workplace.html

Work tasks
The research for this position will be within the project XPECT (How to Tailor Explanations from AI Systems to Users' Expectations), funded by the Swedish Research Council (Vetenskapsrådet). In this project, we tackle the challenge of building explanations from AI systems adapted to human expectations.

As a postdoc within the XPECT project, you will be expected to conduct high-quality research (80%), provide support supervising PhD-students and be a part of the research team including, among others, Prof. Maria Riveiro. You will focus on developing and evaluating explanations from AI systems. Your work includes teaching or other departmental duties, up to a maximum of 20% of full-time.

Qualifications
We invite applications from outstanding researchers with the following qualifications:

- a doctoral degree (not older than three years) in any field relevant to the XPECT project, i.e., Computer Science, Cognitive Science, Human Computer Interaction, Human Robot Interaction or Artificial Intelligence. 
- experience in programming, preferably Python.
- fluent in spoken and written English.

It is meritorious if you have experience in:

- usability studies, user experience design.
- adaptability and personalization based on user models.

Employment details
The position is a temporary employment, for two years, full-time (100%), with a start from 1 November 2025, or according to agreement. Individual salary setting applicable.  

Application
We look forward to receiving your application by August 30, 2025, including the following documents: 

- Cover letter
- CV
- Short statement of your research plans and interests 
- Publication list

The School of Engineering is one of four schools within Jönköping University. We offer attractive technical education at undergraduate and graduate levels and conduct advanced research in several technological areas. The School of Engineering is able to award doctorates in the area of industrial product realization. We collaborate with the surrounding society to develop new technology and spread knowledge to strengthen the competitiveness of companies. We have been awarded the accreditation "Engaged University" by the international organization ACEEU (Accreditation Council for Entrepreneurial and Engaged Universities) and in three categories received the highest rating "Excellent". Working with us, you are close to colleagues in an international environment with great opportunities to influence and develop.

Jönköping University is a modern institution, characterised by internationalisation and an entrepreneurial spirit. We attract highly qualified, inventive and enterprising people from all around the world. We develop new knowledge and share our expertise through solid collaborations with industry and business, the public sector and other higher education institutions. We offer an equal and inclusive workplace and we welcome applicants with diverse backgrounds. For more information, visit https://ju.se/en.html Visa mindre

Junior Data Scientist

Ansök    Mar 11    Rasulson Consulting AB    Forskare, IT
Är du i början av din karriär inom Data Science och vill arbeta med praktiska tillämpningar av AI och maskininlärning? Vi söker nu en Junior Data Scientist för ett spännande uppdrag där du får möjlighet att utveckla datadrivna lösningar för en uppkopplad flotta av autonoma robotar. Om Uppdraget I denna roll kommer du att vara en del av ett teknikdrivet team som ansvarar för datainsamling, analys och optimering av autonoma system. Du kommer att arbeta med d... Visa mer
Är du i början av din karriär inom Data Science och vill arbeta med praktiska tillämpningar av AI och maskininlärning? Vi söker nu en Junior Data Scientist för ett spännande uppdrag där du får möjlighet att utveckla datadrivna lösningar för en uppkopplad flotta av autonoma robotar.
Om Uppdraget
I denna roll kommer du att vara en del av ett teknikdrivet team som ansvarar för datainsamling, analys och optimering av autonoma system. Du kommer att arbeta med dataplattformar, pipeline-utveckling och statistisk analys för att förbättra prestanda och funktionalitet.
Arbetsuppgifter:
? Utveckla och underhålla en dataplattform i Databricks.
? Bygga och optimera datapipelines med Spark och Python.
? Utföra statistisk analys och visualisering med Power BI och Databricks.
? Stödja R&D-teamet genom att tillhandahålla insikter och analyser baserade på realtidsdata.
Kvalifikationer & Erfarenhet
Vi söker dig som har:
? En ingenjörsexamen med kurser inom data science och statistisk analys.
? 0–2 års erfarenhet av arbete inom data science, AI eller maskininlärning.
? Kunskap i Databricks, Spark, Python och Power BI.
? En analytisk och problemlösande inställning med en nyfikenhet för tekniska utmaningar.
? Flytande svenska i tal och skrift (krav).
Övrig Information
Arbetsplats: Huvudsakligen på plats.
Uppdragslängd: 12 månader, med möjlighet till förlängning eller fast anställning.
Detta är en fantastisk möjlighet för dig som vill utvecklas inom data science och AI i en miljö där teknologi och innovation står i fokus. Vi ser fram emot din ansökan!
Om Rasulson Consulting
Rasulson Consulting är ett specialiserat bemannings- och rekryteringsföretag inom IT-sektorn. Vi samarbetar med ledande tech-bolag och innovativa startupföretag för att erbjuda spännande karriärmöjligheter för dig med intresse för digital utveckling. Genom vår djupa tekniska förståelse och vårt starka nätverk kan vi snabbt matcha rätt kompetenser med rätt uppdrag. Hos oss får du personlig vägledning, regelbunden återkoppling och möjligheten att ta nästa steg i din IT-karriär. Visa mindre

Postdoc in Computer Science with a focus on Sports Analytics

The School of Engineering is one of four schools within Jönköping University. We offer attractive technical education at undergraduate and graduate levels and conduct advanced research in several technological areas. Working with us, you are close to colleagues in an international environment with great opportunities to influence and develop. At the department of Computer Science and Informatics, research is conducted in the field of computer science a... Visa mer
The School of Engineering is one of four schools within Jönköping University.

We offer attractive technical education at undergraduate and graduate levels and conduct advanced research in several technological areas. Working with us, you are close to colleagues in an international environment with great opportunities to influence and develop.

At the department of Computer Science and Informatics, research is conducted in the field of computer science and informatics. The newly established Jönköping AI Lab (JAIL) consists of two full professors, three associate professors, assistant professors and affiliated PhD students and laboratory engineers. The main research area is applied artificial intelligence (AI) in collaboration with the surrounding society and industry. The focus is on theory and method from data mining, machine learning and semantic technologies. JAIL is currently the largest research group in the department and is developing and growing stronger. The department offers education at undergraduate, graduate and research levels. The teaching is conducted through bachelor, master and engineering programmes that span from graphic design to software development and artificial intelligence. The research conducted in the department supports the educational programmes. There are approximately 30 staff at the department and about half of the staff have an earned Ph.D.

Position description
We announce a new post doc position in computer science with focus on machine learning for data-driven sports analytics. Today, analytical and data-driven approaches to understanding sports are used increasingly by teams, managers, coaches and scouts. In baseball, it is fair to say that these methods have even revolutionized the understanding of the game itself. Consequently, all major franchises in baseball operate analytical departments, and base many decisions on recommendations from these departments. Soccer and ice hockey, on the other hand, lag behind, in part because of the inherent difficulty in analyzing sports with continuous play. During the last few years, however, several systems that with high frequency track the position of every player, and the ball/puck, have been introduced. The overall purpose of this post doc project is to design algorithms and methods for utilizing such high-quality data in order to provide general insights about soccer and ice hockey. Technically, suggested solutions should utilize machine learning, including but not limited to deep learning.

As a post doc, you will be the principal investigator, heading a two-year project where you will work together with researchers in data analytics and machine learning. The project will have access to state-of-the-art data from soccer and ice hockey, and the partners/stakeholders in the project include teams, coaches, managers and analysts from top-tier Swedish ice hockey and soccer teams. Naturally, the analyses are expected to support these stakeholders in various processes.

Within the scope of the project, the selected candidate will be able to frame the research topic and approach to suit the candidate’s background profile and personal interests.

Work description
In the position of a post doc you will primarily (80%) conduct research in the area of data analytics. As described above, you will work with the development and customization of methods and algorithms based on machine learning in close collaboration with other researchers, and the stakeholders in the project. You will also be an active participant in the development of the research area as well as the development of the department’s new academic program, including courses in artificial intelligence and machine learning. The position also includes some teaching, for example in the form of laboratory exercises and supervision of thesis work (20%).

Qualifications
The position as a post doc requires that you have a Ph.D. in computer science or a related field. You must have good programming skills and extensive experience of working with data. A solid statistical background, and some familiarity with sports analytics is expected.

It is meritorious if you have experience in participating in research projects in collaboration with industry or other organizations. Knowledge of machine learning algorithms, proficiency in at least one of the programming languages Python and R, and a solid understanding of sabermetrics (or similar from other sports), are all strong merits.

Due to the international working environment, a good level of the English language, both written and oral, is expected. As a successful candidate you must be able to work both independently and in teams.

Suitable personal qualities
We are looking for candidates who are independent, analytical, creative, and committed. Generally, excellent candidates should demonstrate strong organizational, literacy, and numeracy skills as well as passion and diligence for the work at hand. A genuine and deep interest for modern analytical methods for understanding sports is expected.

Employment
This is a temporary position for two years and full-time, with a start date of January 2020, or as agreed upon. Working conditions are regulated in collective agreements and Jönköping University implements individual salary setting.

For further information about the employment please contact head of department, Anders Arvidsson ([email protected]) or Professor Ulf Johansson ([email protected]).

We kindly decline all sales and marketing contacts regarding this ad.

Application
You are welcome with your application no later than September 1, 2019. Your application should include:

- Personal letter
- CV
- List of publications
- Certified copy of doctoral degree
- Name and contacts for two references

Jönköping University is a modern institution, characterized by internationalization and an entrepreneurial spirit. We attract highly qualified, inventive and enterprising people from all around the world. We develop new knowledge and share our expertise through solid collaborations with industry and business, the public sector and other higher education institutions. We offer an equal and inclusive workplace and we welcome applicants with diverse backgrounds. For more information, visit https://ju.se/en.html Visa mindre