CSIRO Postdoctoral Fellowship in Digital Integration for Farming Systems Science
Core
Develop data-driven models and simulations to optimize complex dryland farming systems using diverse agricultural data from sensors, UAVs, and satellites.
Role type
Postdoctoral Research Fellow (Digital Integration for Farming Systems)
Builds
Holistic indicators of farm system performance, process models, and novel system interventions
Domain
Agriculture (Dryland Farming) + Data Science & AI
Deliverable
production ML models | research
Required skills
Data science, modeling and simulation, artificial intelligence, agricultural modeling platforms, agricultural fieldwork, scientific publication
Preferred skills
Agronomy, Crop or Livestock Science, Genome Biology, Computer Science
Technologies
UAVs, satellites, ground-based sensors, proximal sensors, agricultural modelling platforms
Responsibilities
Record, manage, and analyze data for Australian farming production systems; build data-driven models to simulate farming systems; apply models to identify constraints and risks; carry out innovative research investigations
Seniority
Early Research Career (less than 3 years post-PhD)