Recruiting recommendations
Position role profile and prioritize the tech stack
- Align the role profile around Python and SQL core skills; highlight cloud and big-data capabilities (Azure, AWS, Apache Spark) as differentiators.
- State advertised gross salary ranges clearly: median €80,000, average €82,000, range €61,000–€92,000 to benchmark offers.
- Factor in location signal: Munich represents 43.7% of the analysed ads (previously 36.8%, +6.9 percentage points); tailor local positioning and benefits.