- Toulouse, Occitanie, France
- Internship · Intern
- €1K–€1K per month
Intern to support image-processing and calibration/validation activities for Earth-observation missions, developing engineering prototypes and evaluating AI/ML methods.
Compensation
Gratification: €1,300 gross/month.
Responsibilities
- Review DSNU, radiometric calibration, and relevant EVP processing and CAL/VAL practices.
- Work with EVP engineers to identify suitable routine images, metadata, and reference calibration data; document data limitations and provenance.
- Prepare a reproducible dataset and establish reference baselines, including a holdout evaluation strategy that avoids tuning and testing on the same acquisitions.
- Implement a baseline estimator: a data-fit term combined with a regularizing prior.
- Investigate additional AI/ML methods only where suitable training or validation data are available; compare them against the baseline rather than assuming they are superior.
Requirements
- Student in engineering, applied physics, remote sensing, image processing, data science, or a related field
- Nice to have: satellite imagery exposure
- Nice to have: optimization
- Nice to have: statistical estimation
- Nice to have: machine-learning evaluation