Post-doctoral Position in Machine Learning: The Potsdam Institute for Climate Impact Research (PIK) is seeking a highly qualified individual for a Post-doctoral position in the field of Machine Learning for Emulation of Earth system models. This position is part of the HorizonEurope project “Past to Future: Towards fully paleo-informed future climate projections” and offers an exciting opportunity to contribute to cutting-edge research in climate impact and sustainable development.
Post-doctoral Position in Machine Learning for Emulation of Earth System Models
Designation: Post-doctoral position (m/f/d) (Position number: 43-2024 Postdoc P2F)
Research Area: Machine Learning for Emulation of Earth System Models
Location: Potsdam Institute for Climate Impact Research, Potsdam’s beautiful, historic Telegrafenberg campus, a short commuting distance from Berlin
Eligibility/Qualification:
- PhD in applied mathematics, machine learning, physics, meteorology, or related field
- Experience with machine learning methods
- Experience in developing and running Earth system models is advantageous
- Experience with paleoclimate proxy data and/or Earth system model simulations is advantageous
Job Description:
- Development of hybrid modeling approaches, combining physical model components with data-driven machine learning components
- Contribution to the development of a new fast Earth system model designed for paleoclimate simulations
- Development of differentiable Earth system model components
- Development of efficient approaches to combine process-based with data-driven models
Responsibilities:
- Work independently and on your own initiative
- Methodical and systematic approach
- Structured and goal-oriented thinking
- Capacity to familiarize quickly with new topics
- Creativity and openness to new approaches
- High level of competence in oral and written English
- Reliability, engagement, and high motivation
- Willingness to travel for work and take part in further training
- Capacity for teamwork
- Organizational talent
How to Apply:
Please apply directly using the application form provided on the PIK website below the job advertisement. If you hold an international higher education qualification, please also submit the Statement of Comparability from the Central Office for Foreign Education (ZAB) with your application.
Last Date for Apply: October 31, 2024
Remember to visit the official PIK website for the most accurate and up-to-date information concerning this job post.
