Recruiting recommendations
Position role profile and tech stack precisely
- Align the role profile to the dominant requirements: Data Engineer accounts for 56.6% of the analysed ads.
- Prioritise tech stack: highlight Python and SQL, consider Azure, Apache Spark, GCP and Power BI where relevant.
- State advertised gross salary ranges explicitly: use median €68,000, average €67,000 and range €50,000–€83,000 for benchmarking.