Deine Verantwortung
- Als Mitglied eines internationalen agilen Produktteams entwickelst, wartest und optimierst du Cloud-Native Lösungen auf Basis von Containertechnologien und modernen Architekturparadigmen.
- Identifikation, Planung und Umsetzung von GenAI & Data Science Use Cases entlang des analytischen Lifecycles & moderner Softwareentwicklung
- Selbständige und länderübergreifende Organisation, Koordination und Projektarbeit
- Durch Sparring, Coaching und regelmäßigen Austausch förderst du den internen Wissensaufbau.
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Deine Verantwortung
- Du entwickelst und optimierst komplexe Datenmodelle und Analytics-Lösungen mit SQL und dbt.
- Du erstellst und betreibst aussagekräftige Dashboards und Reports mit Power BI und stellst die Datenqualität sowie Performance sicher.
- Du automatisierst Datenprozesse und entwickelst smarte Lösungen mit Python – von Datenaufbereitung über Schnittstellen bis zu Monitoring und Reporting.
- Du pilotierst und integrierst innovative Ansätze im Bereich AI/GenAI und nutzt KI-Technologien, um Analytics und Reporting auf das nächste Level zu heben.
- Du sorgst für die Einhaltung von Standards (Tests, Doku, CI/CD) und übernimmst Verantwortung für Data Contracts und Ownership.
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Tasks:
- Contribute to the strategic development of the dataTUdiscovery service center in a leading role, including interfaculty cooperation, innovation in AI methodologies, and integration with TU Wien’s digital research ecosystem
- Collaborate with domain researchers based on incoming dataTUdiscovery service center projects to transform scientific problems into robust computational workflows, including data preprocessing, model selection, and validation
- Develop reusable AI models, workflows, and software components, contributing to TU Wien’s open research infrastructure (e.g. TU Wien Cookbooks)
- Ensure reproducibility, versioning, documentation, and deployment of AI/ML tools using best-practice software engineering, e.g., Continuous Integration and Delivery, containerization, model lifecycle management
- Co-author publications of research results in peer-reviewed journals and potentially present outcomes at international venues to enhance TU Wien’s visibility in Research and AI
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Tasks:
- Contribute to the strategic development of the dataTUdiscovery service center in a leading role, including interfaculty cooperation, innovation in AI methodologies, and integration with TU Wien’s digital research ecosystem
- Collaborate with domain researchers based on incoming dataTUdiscovery service center projects across faculties to translate scientific questions into AI-based approaches and co-develop research solutions
- Analyze and interpret scientific data and domain-specific requirements from chemistry, physics, materials science, and/or mathematics to design appropriate AI/ML models and guide methodological choices
- Develop reusable and reproducible AI models, workflows, and software components, contributing to TU Wien’s open research infrastructure (e.g. TU Wien Cookbooks)
- Co-author publications of research results in peer-reviewed journals and potentially present outcomes at international venues to enhance TU Wien’s visibility in Research and AI
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Deine Verantwortung
- Als Mitglied eines internationalen agilen Produktteams entwickelst, wartest und optimierst du Cloud-Native Lösungen auf Basis von Containertechnologien und modernen Architekturparadigmen.
- Identifikation, Planung und Umsetzung von GenAI & Data Science Use Cases entlang des analytischen Lifecycles & moderner Softwareentwicklung
- Selbständige und länderübergreifende Organisation, Koordination und Projektarbeit
- Durch Sparring, Coaching und regelmäßigen Austausch förderst du den internen Wissensaufbau.
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Areas of work:
- Writing a dissertation
- Submitting a dissertation agreement (outline) within 12-18 months of project start
- Contribution to scientific studies and international publications
- Conference travel to present (PhD) research
- Travel to field studies (as part of the disaster task force)
- Involvement in international collaborations
- Support in acquiring third-party funded projects
- Involvement in / Independent teaching based on the collective bargaining agreement
- Support in Bachelor’s and Master’s student supervision and examination activities
- Participation in evaluation activities and in quality assurance
- Integration into the research group and participation in administrative duties
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Setting:
- Participation in research projects/research studies
- Participation in publications/academic articles/presentations
- We expect the successful candidate to sign a doctoral thesis agreement within 12-18 months.
- Participation in teaching and independent teaching of courses as defined by the collective agreement
- Supervision of students
- Involvement in the organisation of meetings, conferences, symposiums
- Involvement in the department administration as well as in teaching and research administration
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Your personal sphere of influence:
- You are involved in research projects and scientific studies connected to the group's "Investigating the impact of Artificial Intelligence (AI) on the Language Services Industry", "Improving the quality of Translation/Revision/PEMT output by using automatic speech tools and LLMs", and "Cognitive investigations of Translation/Revision/PEMT practices" research themes.
- We expect you to finalise your dissertation agreement within 12-18 months.
- You complete your dissertation by the end of your contract.
- You contribute to the group's joint publications/presentations/advisory work for external partners.
- You contribute proactively to the group's continuous learning culture.
- You represent the group at international conferences.
- You hold courses independently within the scope of the provisions of the collective bargaining agreement.
- You take on administrative tasks in research, teaching and administration.
- You contribute to the organisation of meetings, conferences, symposia.
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Vollzeit | Teilzeit | befristet
Your personal sphere of play:
- inclusive maker education
- Technological support for Universal Design for Learning
- AI and inclusive education
- Assistive technologies in the context of inclusive education
- inclusive coding and computational thinking What distinguishes us as a team is good, inclusive cooperation.
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Your personal sphere of influence:
- Participation in research, teaching and administration:
- Participation in research projects/research studies
- Participation in publications/academic articles/presentations
- We expect the successful candidate to sign a doctoral thesis agreement within 12-18 months.
- Participation in teaching and independent teaching of courses as defined by the collective agreement
- Supervision of students
- Involvement in the organisation of meetings, conferences, symposiums
- Involvement in the department administration as well as in teaching and research administration
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