Navigation überspringen

Vor 12 Stunden

PRAEDOC DISS for Advanced Transformer-Based Geostatistical Simulation Research (F/M/X)

PRAEDOC DISS for Advanced Transformer-Based Geostatistical Simulation Research (F/M/X)

  • Wien
  • Vollzeit
HybridZu den Ersten gehören

PRAEDOC DISS for Advanced Transformer-Based Geostatistical Simulation Research (F/M/X)

Über diesen Job

Swipe

The Austrian Academy of Sciences (OeAW), Austria’s leading non-university research and science institution, is offering a Position as

PRAEDOC DISS for Advanced Transformer-Based Geostatistical Simulation Research (F/M/X)

(Part-time employee / 30h per week)

This position is part of a FWF-funded project within the Digital Landscape group at the IGF, based in Innsbruck, Austria, and will involve collaboration with Grégoire Mariethoz from the University of Lausanne. The position is for a fixed term of 4 years with an expected start on 1st September 2025 (negotiable).

(Office & remote)

Your Tasks

  • Develop and merge innovative approaches in spatial data encoding, continuous output representation, and multi-variable simulation with dynamic data integration (Retrieval Augmented Generation, RAG) to push the boundaries of spatial stochastic simulation research.
  • Design, prototype, and test advanced transformer-based methods tailored to complex spatial and multi-variable data.
  • Create robust training protocols to manage non-stationary data and develop strategies for continuous output (e.g., raw value predictions, Fourier decomposition).
  • Implement tokenization and cross-attention techniques to efficiently handle multi-variable simulations.
  • Collaborate with international partners and contribute to an environment that values scientific freedom, interdisciplinary work, and curiosity-driven exploration.

Your Profile

We recognize that maybe no single candidate will cover all qualifications; if you are passionate about the topic, please explain how your background can contribute.

  • A Master’s degree (or equivalent) in computer science, machine learning, statistics, applied mathematics, or a closely related discipline. We are also open to atypical profiles if you can demonstrate in your cover letter how your background is relevant to the project.
  • Strong programming skills with proficiency in TensorFlow or PyTorch.
  • Ability to demonstrate competence through your Master’s thesis, academic record, and coding examples (e.g., GitHub link).
  • Excellent analytical, problem-solving, and communication skills.
  • Open-mindedness, genuine curiosity, out-of-the-box and critical thinking, ability to embrace interdisciplinary and non-conventional approaches.
  • Prior experience in advanced simulation or stochastic modelling is a plus.

Our Offer

  • Engaging Research Environment: Work in a dynamic, interdisciplinary setting that encourages scientific freedom and curiosity-driven research, collaborating with international experts.
  • License to AI tools (e.g., ChatGPT)
  • Work-Life Balance: Up to 40% remote work available.
  • Location: Be part of the Digital Landscape group at IGF in Innsbruck, Austria—a city renowned for its exceptional mountain landscape and vibrant academic community.
  • The position offers an annual gross salary of € 39.208,82 (based on the salary scheme of the ÖAW)

Please apply online including a letter of motivation, your CV, your Master’s grade sheet and thesis summary and a code example (e.g., a GitHub link) no later than 30 June 2025.

The Austrian Academy of Sciences (OeAW) pursues a non-discriminatory employment policy and values equal opportunities, as well as diversity. Individuals from underrepresented groups are particularly encouraged to apply.

PRAEDOC DISS for Advanced Transformer-Based Geostatistical Simulation Research (F/M/X)

PRAEDOC DISS for Advanced Transformer-Based Geostatistical Simulation Research (F/M/X)

    Innsbruck
  • Vollzeit

Ähnliche Jobs

POSTDOC (F/M/X) in the Optimization and Optimal Control Group

Wien

Österreichische Akademie der Wissenschaften

Vor 14 Tagen

Computational Data Scientist (m/f/d)

Wien

Körber Group

55.000 €65.500 €

Vor 28 Tagen

Scientist (f/m/d) Computer Vision for 3D Inspection and Measurement

Wien

AIT AUSTRIAN INSTITUTE OF TECHNOLOGY GMBH

Gestern

Scientist (f/m/d) for System Transition Modelling - Policy (Full time / Part-Time: 25+ hours / week)

Wien

Austrian Institute of Technology

Vor 3 Tagen

Unternehmensdetails

company logo

Österreichische Akademie der Wissenschaften

Forschung

1.001-5.000 Mitarbeitende

Wien, Österreich

Bewertung von Mitarbeitenden

Vorteile für Mitarbeitende

Flexible Arbeitszeiten
Home-Office
Kantine
Restaurant-Tickets
Betriebliche Altersvorsorge
Barrierefreiheit
Gesundheitsmaßnahmen
Betriebsarzt
Training
Parkplatz
Günstige Anbindung
Vorteile für Mitarbeitende
Smartphone
Gewinnbeteiligung
Veranstaltungen
Privat das Internet nutzen
Hunde willkommen

Unternehmenskultur

Österreichische Akademie der Wissenschaften

Branchen-Durchschnitt

Unternehmenskultur

69 Mitarbeitende haben abgestimmt: Sie bewerten die Unternehmenskultur bei Österreichische Akademie der Wissenschaften als modern. Dies stimmt in etwa mit dem Branchen-Durchschnitt überein.

Mehr Infos anzeigen

Wir benachrichtigen Dich gerne über ähnliche Jobs in Wien:

Ähnliche Jobs

POSTDOC (F/M/X) in the Optimization and Optimal Control Group

Wien

Österreichische Akademie der Wissenschaften

Vor 14 Tagen

Computational Data Scientist (m/f/d)

Wien

Körber Group

55.000 €65.500 €

Vor 28 Tagen

Scientist (f/m/d) Computer Vision for 3D Inspection and Measurement

Wien

AIT AUSTRIAN INSTITUTE OF TECHNOLOGY GMBH

Gestern

Scientist (f/m/d) for System Transition Modelling - Policy (Full time / Part-Time: 25+ hours / week)

Wien

Austrian Institute of Technology

Vor 3 Tagen

Model Validation Scientist (all genders)

Wien

TU Career Center GmbH

48.000 €63.500 €

Vor 30+ Tagen

Postdoc Research Group Locatello

Klosterneuburg

Institute of Science and Technology Austria (ISTA)

47.000 €66.000 €

Vor 30+ Tagen

Researcher Lecturer in Applied Data Science (all genders) Full-time (40 h/w) in Vienna, Austri

Wien

Modul University Vienna GmbH

Vor 18 Tagen

Model Validation Scientist (all genders)

Vienna

Erste Group Bank AG

48.000 €70.000 €

Vor 4 Tagen

PhD Positions Institute for Advanced Studies Vienna

Wien

Humboldt Humboldt Universität zu Berlin

Vor 3 Tagen

Senior Reseacher - AI, Computer Science

Wien

FH Campus Wien

46.500 €63.000 €

Vor 4 Tagen

(Senior) Algorithm Development Expert (f/m/x)

Wien

enspired GmbH

Vor 26 Tagen

AI-Expert:in (Artificial Intelligence) für Digitale Innovation im Bahnbetrieb

Wien

ÖBB

53.500 €65.000 €

Vor 28 Tagen

PhD positions on Automated Reasoning

Wien

Technische Universität Wien

Vor 3 Tagen