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Pro²Future – Cognitive and Sustainable Products and Production Systems of the Future - is an industry-related COMET K1 research Centre in the field of artificial 
intelligence (AI) and cognitive / industrial ICT, human-machine-interaction (HMI) and data-driven process optimization with a focus on cognitive and sustainable 
products and production systems. These are supported by the areas of Perception, Orchestration, and Analytics. Further fields of activity of the Centre cover 
mechatronic systems, embedded systems, pervasive computing systems, and big data analytics. 
For strengthening our team, we are currently offering the position of a 
 

Ph.D. Researcher (m/w/d) 
within the topic “AI-driven Analytics“ 

Full time (38,5 hours/week), at Pro2Future GmbH location in Linz 
 

Project context 

In the Analytics research area, we investigate computer-aided decision-making by developing advanced analysis and AI methods that support monitoring of pro-
duction processes, predicting undesirable system states, and enabling preventive, unobtrusive corrective actions. Our research focuses on computational data 
analysis and visual data science, combining algorithmic approaches with interactive visualizations to transform complex datasets into actionable insights. This 
approach facilitates data-driven decision-making by revealing patterns, trends, and correlations that are often hidden in large-scale data. To achieve these goals, 
we employ a variety of computational techniques such as machine learning and deep learning for predictive modeling and anomaly detection, statistical analysis 
for robust inference, and advanced visualization methods to enhance interpretability and support human-in-the-loop decision-making. Ultimately, our aim is to 
convert raw data into meaningful knowledge that improves efficiency, reliability, and innovation in production environments. 

Job profile 
We are looking for a highly motivated Ph.D. Researcher who will contribute to the full portfolio of application-oriented research projects within the area super-
vised by the Area Management. Leveraging strong expertise in machine and deep learning, visualization, and programming languages, the candidate will provide 
effective research contributions to achieve project objectives. Prior experience in industry or industry-related projects ensures the candidate can fully under-
stand, communicate, and manage the requirements set by industrial partners, thereby bridging the gap between research and practical application. 
 
Your qualifications 
 • University degree in computer science, computer engineering, mathematics or similar 
 • Experience and practical knowledge of programming languages and tools (e.g., Python, JavaScript, React, Pandas, TypeScript, Docker) 
 • Experience and practical knowledge in Machine- and Deep Learning 
 • Interest in Large Language Models is not a prerequisite, but is appreciated 
 • Independent and reliable way of working, enjoy working in a team 
 • Fluent in English and German 
 • Willingness to travel between the Pro2Future GmbH locations 
 • Flexibility, willingness to learn, openness and commitment 

Our offer 
 • The opportunity to work in a highly qualified, international, young, and dynamic research team 
 • Collaboration in innovative, beyond-state-of-the-art research projects 
 • Opportunity for a PhD thesis 
 • Opportunity for personnel development in a learning and respectful environment 
 • Great emphasis on gender, diversity, and equal opportunities 
 • Flexible working hours, flat organizational structures, fun at work 
 • Full-time gross salary per month EUR 3,700.00 EUR 
 

Pro2Future GmbH aims to increase the proportion of women in the research area - we are therefore particularly looking forward to 
applications from qualified women! 
 

DI Cosmina-Cristina Ratiu 

 
I work on cognitive engineering project support, developing an 

approach and tool support for modeling complex and 
collaborative processes. 

Dr. Matej Vukovic 

 
Our results give an insight into the Key Influencing 

Parameters for Blast Furnace and Electric Arc Furnace Operations 
in the Metal Industry. 

DI Dr. Ouijdane Guiza 

 
I work on privacy respect and monitoring of 

human intensive assembly processes and 
cognitive line balancing support. 


To apply for this position, please send your application (including CV, supporting documents, letter of motivation), via e-mail to: <a href="mailto:jobs@pro2future.at" target="_blank">jobs@pro2future.at</a>. Pro2Future GmbH, z.H. Mag. (FH) 
Sandra Neuhold-Pauer, Altenberger Straße 69, 4040 Linz, Standort Graz: Sandgasse 34, 8010 Graz, Tel.: +43 664 / 8889 2189. 

<a href="mailto:jobs@pro2future.at" target="_blank">mailto:jobs@pro2future.at</a>

Pro2Future GmbH

PhD Researcher within the topic “AI-driven Analytics”

Pro²Future – Cognitive and Sustainable Products and Production Systems of the Future - is an industry-related COMET K1 research Centre in the field of artificial 
intelligence (AI) and cognitive / industrial ICT, human-machine-interaction (HMI) and data-driven process optimization with a focus on cognitive and sustainable 
products and production systems. These are supported by the areas of Perception, Orchestration and Analytics. Further fields of activity of the Centre cover 
mechatronic systems, embedded systems, pervasive computing systems and big data analytics. 
For strengthening our team, we are currently offering the position of a 
 

Senior Researcher (m/w/d) 
within the Area Cognitive Production Systems 

Full-time (38,5 hours/week), at Pro2Future GmbH in Graz (Campus of TU Graz) 
 

Project context 

Cognitive Production Systems and Cognitive Products represent those research areas of Pro²Future in which application-driven integration takes place. In these 
two areas, the research results of Areas Prediction, Orchestration and Analytics are consolidated and transferred to industry and business in the form of inte-
grated solutions. The Area Cognitive Production Systems focuses on both continuous production processes in plastics processing (at the Linz site) and batch 
production for manufacturing and assembly processes (at the Graz site). A central element in Pro²Future’s understanding of Cognitive Production Systems are 
their contributions to sustainability, resource efficiency, and human centeredness. 

Job profile 

Under the guidance of the Area Management, the candidate will be deployed in the entire portfolio of application-oriented research projects in the research 
area. Based on his or her in-depth knowledge and expertise in production (e.g. manufacturing, assembly, 3D printing) with interests in digitalization, sustain-
ability and human centeredness, he or she will successfully support the researchers in realizing the project objectives. Previous experience in industry or indus-
try-related projects enables the candidate to fully understand, communicate and manage the requirements set by industry in the research projects. 


Your qualifications 

• PhD degree in Computer Science, Artificial Intelligence, Data Science or similar 

• Deep knowledge of Artificial Intelligence principles and advanced machine learning algorithms 

• Proven expertise in Neural Networks (e.g., CNNs, RNNs, Transformers) and modern deep learning frameworks 
(e.g., TensorFlow, PyTorch) 

• Strong programming skills, particularly in Python and relevant AI/data science libraries (e.g., Pandas, Scikit-learn, NumPy) 

• High affinity for applied research, interest in shaping future technologies 

• Proven track record in funding acquisition, including the identification of research opportunities and taking a leading 
role in writing compelling research proposals. 

• Proven experience in publishing scientific findings in high-impact journals and presenting at international conferences. 

• Fluent in English or German (written and spoken) 

• Willingness to travel occasionally between the Pro2Future GmbH locations and to our partners within Austria 

Our offer 

• The opportunity to work in a highly qualified, international, young, and dynamic research team 

• Collaboration in innovative, beyond state-of-the-art research projects 

• Opportunity for personnel development in a learning and respectful environment 

• Great emphasis on gender, diversity, and equal opportunities 

• Flexible working hours, flat organizational structures, fun at work 

• Full-time gross salary per month between EUR 4.900,00 and EUR 5.500,00 depending on appropriate qualifications and professional experience 


Pro2Future GmbH aims to increase the proportion of women in the research area, we are therefore particularly looking forward to 
applications from qualified women! 
 

DI Cosmina-Cristina Ratiu 

 
I work on cognitive engineering project support, developing an 

approach and tool support for modeling complex and 
collaborative processes. 

Dr. Matej Vukovic 

 
Our results give an insight into the Key Influencing 

Parameters for Blast Furnace and Electric Arc Furnace Operations 
in the Metal Industry. 

DI Dr. Ouijdane Guiza 

 
I work on privacy respect and monitoring of 

human intensive assembly processes and 
cognitive line balancing support. 


To apply for this position, please send your application (including (i) CV, (ii) letter of motivation, (iii) list of realized projects, managed projects and acquired fundings, (iv) list of 
publications), via e-mail to: <a href="mailto:jobs@pro2future.at" target="_blank">jobs@pro2future.at</a>. Pro2Future GmbH, z.H. Mag. (FH) Sandra Neuhold-Pauer, Altenberger Straße 69, 4040 Linz, Standort Graz: Sandgasse 34, 8010 Graz, 
Tel.: +43 664 / 8889 2189. 

<a href="mailto:jobs@pro2future.at" target="_blank">mailto:jobs@pro2future.at</a>

Senior Researcher within the Area Cognitive Production Systems

Pro²Future – Cognitive and Sustainable Products and Production Systems of the Future - is an industry-related COMET K1 research Centre in the field of artificial 
intelligence (AI) and cognitive / industrial ICT, human-machine-interaction (HMI) and data-driven process optimization with a focus on cognitive and sustainable 
products and production systems. These are supported by the areas of Perception, Orchestration and Analytics. Further fields of activity of the Centre cover 
mechatronic systems, embedded systems, pervasive computing systems and big data analytics. 
For strengthening our team, we are currently offering the position of a 


PhD Candidate (m/w/d) 
within the topic “AI-driven Software Instrumentation“ 

Full-time (38,5 hours/week), at Pro2Future GmbH in Linz (Campus of Johannes Kepler University Linz) 
 

Project context 

The project InstrumentAI, conducted in collaboration with industry, addresses the growing challenge of maintaining application observability in today’s rapidly 
evolving software landscape. As new technologies, frameworks, and libraries emerge at an accelerating pace, each requires precise and efficient instrumentation 
to ensure effective performance monitoring. The goal of InstrumentAI is to develop AI-supported methods that streamline and accelerate the instrumentation 
process for both entirely new technologies and extensions of existing ones. The project focuses on identifying relevant instrumentation points in new or evolving 
technologies and generating or extending instrumentation code and corresponding tests in a partially automated process under human supervision. The ex-
pected outcome is a prototype pipeline that supports the complete instrumentation workflow, from detection and code generation to automated testing, along 
with AI-driven tools that demonstrate the feasibility and practical applicability of the approach in real-world software environments. 

Job profile 

Under the guidance of the Area Management, the candidate will be deployed in the entire portfolio of application-oriented research activities within the 
InstrumentAI project, conducted in collaboration with industry. The position focuses on the development of AI-supported and human-in-the-loop methods for 
automating and optimizing software instrumentation processes. Drawing on a strong background in software engineering, data analytics, and machine learning, 
the candidate will support the research team in designing, implementing, and evaluating prototype solutions that identify instrumentation points and generate 
and extend instrumentation code and tests. Within the scope of the project, the candidate is also expected to pursue a PhD under the supervision of Univ.-Prof. 
Dr. Alexander Egyed and a. Univ.-Prof. Dr. Paul Grünbacher at the Johannes Kepler University Linz (JKU). 

Your qualifications 

• University degree in computer science, computer engineering, or similar 

• Experience and practical knowledge of programming languages and tools (e.g. Python, Java, etc.) 

• Knowledge in Software Engineering, AI, machine learning is an advantage 

• Experience with software observability or instrumentation is highly valued 

• High affinity for applied research, interest in shaping future technologies 

• Independent and reliable way of working, enjoy working in a team 

• Fluent in English and/or German 

• Willingness to travel between the Pro2Future GmbH locations 

• Flexibility, willingness to learn, openness and commitment 

Our offer 

• The opportunity to work in a highly qualified, international, young, and dynamic research team 

• Collaboration in innovative, beyond-state-of-the-art research projects 

• Opportunity for personnel development in a learning and respectful environment 

• Great emphasis on gender, diversity, and equal opportunities 

• Flexible working hours, flat organizational structures, fun at work 

• Full-time gross salary per month EUR 3,700.00 EUR 


Pro2Future GmbH aims to increase the proportion of women in the research area - we are therefore particularly looking forward to 
applications from qualified women! 
 

DI Cosmina-Cristina Ratiu 

 
I work on cognitive engineering project support, developing an 

approach and tool support for modeling complex and 
collaborative processes. 

Dr. Matej Vukovic 

 
Our results give an insight into the Key Influencing 

Parameters for Blast Furnace and Electric Arc Furnace Operations 
in the Metal Industry. 

DI Dr. Ouijdane Guiza 

 
I work on privacy respect and monitoring of 

human intensive assembly processes and 
cognitive line balancing support. 


To apply for this position, please send your application (including CV, supporting documents, letter of motivation), via e-mail to: <a href="mailto:jobs@pro2future.at" target="_blank">jobs@pro2future.at</a>. Pro2Future GmbH, z.H. Mag. (FH) 
Sandra Neuhold-Pauer, Altenberger Straße 69, 4040 Linz, Standort Graz: Inffeldgasse 25F, 8010 Graz, Tel.: +43 664 / 8889 2189. 

<a href="mailto:jobs@pro2future.at" target="_blank">mailto:jobs@pro2future.at</a>

PhD Candidate within the topic “AI-driven Software Instrumentation”

In dieser vielseitigen Position nutzen Sie Ihr technisches Fachwissen und Ihre Erfahrung im Bereich Innovation, um aktiv zur Weiterentwicklung beizutragen – sowohl fachlich als auch persönlich. Als zentrale Schlüsselfunktion prägen Sie die strategische Ausrichtung und verantworten die Umsetzung unserer Innovationsprojekte sowie die Ableitung entsprechender Schutzrechte.Aufgaben:<ul><li>IP Management (Recherchen, Schulungen und administrative Tätigkeiten hinsichtlich Verlängerungen und Kommunikation mit Patentanwaltskanzleien innerhalb der Ebner Gruppe</li><li>IP Prozess leiten und kontinuierlich optimieren</li><li>Förderungswesen (Mitwirken bei Förderprojekten)</li><li>Projektmanagement bei Innovationsprojekten (Monitoring der definierten KPI’s)</li></ul>Profil:<ul><li>Abgeschlossenes technisches oder technisches/betriebswirtschaftliches Studium oder vergleichbare Ausbildung mindestens auf FH-Niveau</li><li>Mindestens 2–5 Jahre einschlägige Berufserfahrung im Produktmanagement, in der Konstruktion oder in der Forschung und Entwicklung von Industrieanlagen</li><li>Erfahrung im IP-Bereich und technisches Verständnis (vor allem bei Patenten)</li><li>Gute Deutsch- und Englischkenntnisse</li></ul>Benefits:<ul><li>Home-Office und 4-Tage/Woche (je nach Position)</li><li>Der 24. und 31. Dezember sind bei uns arbeitsfrei!</li><li>Betriebsarzt</li><li>Fitnessangebote (Fitnessstudio, Sportkurse, Squashbox, Massage)</li><li>Betriebskantine</li><li>Aus- und Weiterbildungsmöglichkeiten</li><li>Kostenlose Parkplätze, E-Ladestationen, Firmenradl sowie gute öffentliche Erreichbarkeit</li><li>Kinderbetreuung in den Sommerferien</li></ul>Wir bieten ein attraktives und marktkonformes Gehalt, abhängig von Qualifikation und Berufserfahrung. Das kollektivvertragliche (Metalltechnische Industrie) Mindestgrundgehalt Brutto auf Basis einer Vollzeitbeschäftigung beträgt pro Jahr 54.506 Euro.Keine Sorge, wir wissen Erfahrung zu schätzen!

Ebner Group

Ebner group

IP Specialist (w/m/d)

The Institute of Science and Technology Austria (ISTA) is looking for highly qualified candidates with Bachelor’s or Master’s degrees to apply for our PhD program. We offer fully funded PhD positions in <a href="https://phd.pages.ista.ac.at/all-research-groups/" target="_blank">Astronomy, Biology, Computer Science, Chemistry &amp; Materials, Data Science &amp; Scientific Computing, Earth Science, Mathematics, Neuroscience, and Physics</a> in a world-class research environment on the outskirts of Vienna.In 2019, ISTA was ranked #3 in the world-wide <a href="https://www.nature.com/nature-index/research-leaders/2019/academic-normalized" target="_blank">Nature Index ranking</a> (normalized). In 2018, ISTA was ranked within the top ten of Nature Index Rising Stars “Top 30 academic institutions under 30” list.All students are offered 5-year contracts, they receive internationally competitive salaries, and full social security coverage.The application deadline is January 8, 2026, at 2:59 PM CET for a PhD program start date in September 2026.<h4><a href="https://phd.pages.ist.ac.at/phd-application-admission/?pk_campaign=fully-funded-phd-positions-application&amp;pk_medium=johannes%20kepler" target="_blank">APPLY NOW</a></h4>-----------------------------------------------<a href="https://phd.pages.ista.ac.at/student-open-day/?pk_campaign=vsod-registration&amp;pk_medium=ad%20posting" target="_blank">Join our Virtual Student Open Day on November 25!</a>The Virtual Student Open Day is a great opportunity to explore our programs and campus virtually, wherever you are located. The program includes a range of live sessions from the Graduate School Office, academics, and students.You can find out about our PhD program, the ISTA research experience, support services, the ISTA campus, and much more by attending one of the talks.-----------------------------------------------<ul><li>International and Diverse Scientific Community</li></ul>Our scientists, from professors to postdocs to students, hail from all corners of the world, representing over 80 different nationalities, and build on research and degrees earned from the finest global scientific institutes and universities.<ul><li>English-Speaking</li></ul>We use English throughout the Institute as the language of instruction and communication.<ul><li>Interdisciplinary</li></ul> Our Graduate Program is characterized by modern comprehensive training with a special <a href="https://phd.pages.ista.ac.at/interdisciplinary-learning-and-research/" target="_blank">interdisciplinary </a>focus.<ul><li>Cutting-Edge Research Training</li></ul>Students work closely with outstanding faculty within small research groups and have access to first-rate facilities. Students spend the first year completing coursework and rotations before affiliating with a group.This first phase of exploration allows students to ensure that the research topic, as well as the research group, are the best match for them before embarking on in-depth thesis research in the second phase.<ul><li>Entry with a Bachelor's or Master's Degree</li></ul>We welcome students with a Bachelor’s or a Master’s in science to apply for our PhD program.<ul><li>Funding</li></ul>All PhD students are offered 5-year contracts. All students making reasonable progress are fully funded until the time of their thesis defense.PhD student salaries depend on whether the student is holding a bachelor’s or a master’s degree at the time of admission. When students pass their Qualifying Exam (about 1.5 years into their degree), they receive a salary raise. Gross salaries in the year 2025 for PhD students' range – dependent on the criteria above – from 2993 EUR/month to 3601 EUR/month (paid 14 times a year: once per month plus double payments in June and November).ISTA relies on diverse <a href="https://phd.pages.ista.ac.at/funding-and-awards/" target="_blank">funding </a>sources to support all its researchers. Our Grant Office supports ISTA scientists who would like to apply for external funding. Students also receive financial support to attend scientific conferences and workshops.<ul><li>Careers</li></ul>Our distinguished alumni have gone on to successful <a href="https://phd.pages.ista.ac.at/careers-alumni/" target="_blank">careers </a>after their PhD studies at ISTA. PhD students receive support through our mentorship and career development programs which focus on training in transferable skills for academia and beyond. Throughout their studies, PhD students are supported by Career Services, which provide career development advice and training.We also provide <a href="https://xista.com/" target="_blank">xista</a>, an in-house science venture that supports researchers in the commercial development and use of their research results.-----------------------------------------------Skills/QualificationsISTA welcomes students with different academic backgrounds who can bring their skills and experiences to the scientific setting.Students with a Bachelor’s or Master’s degree in Astronomy, Biology, Computer Science, Chemistry &amp; Materials, Data Science &amp; Scientific Computing, Earth Science, Mathematics, Neuroscience, and Physics are encouraged to apply.Equity, Diversity, and InclusionISTA cherishes diversity in personalities, backgrounds, experiences and thoughts among all our employees. Diversity creates a workplace that enables employees to gain new ideas and insights and that will take science into exciting new directions. ISTA is committed to equal opportunities and social equity, regardless of age, gender (identity), ethnicity, race, social/cultural background, creed, religion, sexual orientation, and physical/cognitive abilities. Please see our <a href="https://ista.ac.at/en/institute/edi/" target="_blank">Equity, Diversity, and Inclusion web page</a> for more information. WHAT ARE THE SELECTION CRITERIA?The selection committee uses a collection of indicators to evaluate the applicant’s preparedness, motivation, and potential. The following will be considered:Scientific Promise:<ul><li>Undergraduate performance: overall, with a special focus on relevant field-specific courses</li><li>Reference letters provided by professors and senior scientists: one letter from industry is acceptable, but letters from an academic background are given priority. Referees are asked to address analytical capabilities, technical proficiency, ability to work independently and motivation/commitment</li><li>Statement of purpose: the applicant’s past research experience and motivation for applying to this particular PhD program: is it a good academic fit? Does the program contribute to the candidate’s future career plans?, etc.</li><li>Additional relevant skills (field-specific): demonstrated by internships and/or participation in research projects, participation in science Olympiads, programming languages, lab techniques, etc.</li></ul>Background:<ul><li>Quality of the undergraduate background</li><li>Transferable skills: communication skills, experience with working in teams, previous mobility and international experiences, leadership experience as demonstrated in student organizations, etc.</li><li>Diversity: e.g. a woman in computer science/math/physics; an applicant who switched fields, etc.</li></ul>ISTA processes applications for its PhD program once a year. To <a href="https://phd.pages.ist.ac.at/phd-application-admission/?pk_campaign=fully-funded-phd-positions-application&amp;pk_medium=penn%20state" target="_blank">apply,</a> you have to create an online account, which will allow you to track your application through its various stages. WHAT APPLICATION MATERIALS ARE REQUIRED?We ask you to upload the following documents to the application portal:<ul><li>CV</li><li>Statement of purpose that explains your research experience and your motivation for applying to the ISTA PhD program. It should be 1-2 pages maximum. In your statement, specify up to three research groups you find the most interesting. At this stage you do not need to contact potential supervisors.</li><li>University transcripts and diplomas of all degree programs and all years you have attended and/or are currently enrolled in (in English and in original language).</li><li>Contact information of 3 referees</li></ul>All documents must be submitted in English. Copies of university transcripts must be in both English and in their original language. The application deadline is January 8, 2026, at 2:59 PM CET.

5 Forschung / Entwicklung Vollzeit Jobs