Recruiting recommendations
Define role profile and prioritise tech stack
- Salary reference for job ads: align posted gross salary ranges around the sample median (€60,000) and P25/P75 (approx. €53,000/€67,000); sample n=138.
- Prioritise core technologies: list Python and ML frameworks such as PyTorch, and cloud platforms (Azure, AWS) as key requirements or preferred skills.
- Communicate working model clearly: Onsite (54.7%) and Hybrid (42.7%) are the most common models in the evaluation; Full Remote is uncommon (2.6%).