The analysis shows which roles, technologies, work models and advertised gross salaries appear often in IT job ads in Cologne.
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.
Frequently requested technologies include Python, Java, Azure and SQL; common roles are IT Administrator, System Administrator and Data Engineer. Onsite positions account for 59.9% in the dataset, Hybrid for 38.3%. Salary figures are advertised gross salaries from the listings.
Align role definitions with commonly listed positions in Cologne, such as IT Administrator and System Administrator.
Prioritize tech stack keywords visible in ads (Python, Java, Azure, SQL) and include platform skills like Kubernetes or Docker where relevant.
Specify the working model (Onsite, Hybrid, Full remote) to reduce mismatched expectations.
State advertised gross salary ranges since these figures are taken from listings.
Include core technologies and responsibilities in the title or short summary (e.g., Python, Azure, SQL) for clearer matching.
Make the working model clear and specify any on-site requirements.
Matching IT jobs
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