Institut für Meteorologie und Klimaforschung Atmosphärische Umweltforschung (IMKIFU)
Postdoc(m/w/x)
Full-time/Part-timeTemporary contractWith HomeofficeNot specified
Garmisch-Partenkirchen
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INInstitut für Meteorologie und Klimaforschung Atmosphärische Umweltforschung (IMKIFU)
Postdoc(m/w/x)
Garmisch-Partenkirchen
Full-time, Part-timeWith Home OfficeJunior
AI/ML
Data Science
Nejo AI Summary
You will advance urban water management by developing generative AI models to reconstruct soil moisture across green roofs, collaborating with municipal partners to shape sustainable city planning.
Requirements
- PhD in Artificial Intelligence, Machine Learning, or related fields
- Strong skills in deep neural networks, ideally using pytorch
- Expertise with large datasets and machine learning workflows
- Basic knowledge of hydrology, meteorology and remote sensing
- Demonstrated history of publications in peer-reviewed journals
- Willingness to travel and assist with sensor maintenance
- Good command of written and spoken English
Tasks
- Conceptualize a spatial reconstruction framework using generative AI
- Develop and benchmark AI-based methods like GANs and transformers
- Apply spatiotemporal interpolation and kriging techniques
- Integrate heterogeneous data sources into models
- Coordinate joint model development with project partners
- Assist in setting up and maintaining roof sensors
- Curate and manage collected research data
- Summarize, present, and publish project results
Education
Doctoral / PhD
Languages
English – Business Fluent
Tools & Technologies
pytorch
Benefits
Other Benefits
- •Excellent working conditions
- •Specific job-start training
Informal Culture
- •International work environment
Learning & Development
- •Further qualification offers
Flexible Working
- •Flexible working time models
- •Flexitime
- •Work from home
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Institut für Meteorologie und Klimaforschung Atmosphärische Umweltforschung (IMKIFU) and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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INInstitut für Meteorologie und Klimaforschung Atmosphärische Umweltforschung (IMKIFU)
Postdoc(m/w/x)
Garmisch-Partenkirchen
Full-time, Part-timeWith Home OfficeJunior
AI/ML
Data Science
Nejo AI Summary
You will advance urban water management by developing generative AI models to reconstruct soil moisture across green roofs, collaborating with municipal partners to shape sustainable city planning.
Requirements
- PhD in Artificial Intelligence, Machine Learning, or related fields
- Strong skills in deep neural networks, ideally using pytorch
- Expertise with large datasets and machine learning workflows
- Basic knowledge of hydrology, meteorology and remote sensing
- Demonstrated history of publications in peer-reviewed journals
- Willingness to travel and assist with sensor maintenance
- Good command of written and spoken English
Tasks
- Conceptualize a spatial reconstruction framework using generative AI
- Develop and benchmark AI-based methods like GANs and transformers
- Apply spatiotemporal interpolation and kriging techniques
- Integrate heterogeneous data sources into models
- Coordinate joint model development with project partners
- Assist in setting up and maintaining roof sensors
- Curate and manage collected research data
- Summarize, present, and publish project results
Education
Doctoral / PhD
Languages
English – Business Fluent
Tools & Technologies
pytorch
Benefits
Other Benefits
- •Excellent working conditions
- •Specific job-start training
Informal Culture
- •International work environment
Learning & Development
- •Further qualification offers
Flexible Working
- •Flexible working time models
- •Flexitime
- •Work from home
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Institut für Meteorologie und Klimaforschung Atmosphärische Umweltforschung (IMKIFU) and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
Institut für Meteorologie und Klimaforschung Atmosphärische Umweltforschung (IMKIFU)
Industry
Research
Description
The company focuses on research into how trees and forests respond to drought and environmental change.
Not a perfect match?
- Institut für Meteorologie und Klimaforschung Atmosphärische Umweltforschung (IMKIFU)
Postdoc(m/w/x)
Full-time/Part-timeTemporary contractWith HomeofficeNot specifiedGarmisch-Partenkirchen - Kern Microtechnik GmbH
Marketing Manager(m/w/x)
Full-timeWith HomeofficeJuniorEschenlohe - Kern Microtechnik GmbH
Technischer Redakteur(m/w/x)
Full-timeWith HomeofficeExperiencedEschenlohe - BUNG Baumanagement GmbH
Projektingenieur Bauüberwachung Geologie/Spezialtiefbau(m/w/x)
Full-timeWith HomeofficeSeniorSontra, Garmisch-Partenkirchen - Wayss & Freytag Ingenieurbau
Assistenz / Teamassistenz, inkl. Office Management(m/w/x)
Full-timeWith HomeofficeExperiencedMünchen, Oberau