The analysis shows which technologies, work models, benefits and advertised gross salaries appear often in job ads for Data Engineer in Frankfurt.
Arrows indicate whether each category share increased or decreased from the previous period.
Advertised gross annual salary ranges from matching IT job ads.
Salary figures refer to gross salary ranges advertised in job ads, not measured employee compensation.
Median advertised gross annual salary for the industries with the highest job ad presence.
Commonly listed technologies include Python, SQL and Azure. Onsite (57.7 %) and Hybrid (40.1 %) are the most represented working models. Leading industries in the data are Banking/Finance/Insurance and Internet/IT/Telecom. The market data are based on active and expired job ads in the 12-month evaluation.
Specify Python and SQL requirements prominently; state Azure or other cloud skills when relevant.
Publish an advertised gross salary range to increase pay transparency.
Clearly communicate working model: Onsite (57.7 %) or Hybrid (40.1 %) based on the role's needs.
Use title and summary to emphasize key technologies (Python, SQL) and concrete responsibilities.
Include an advertised gross salary range and the median value for clarity.
State the working model (Onsite/Hybrid/Full remote) and mention commute or home office options.
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