Recruiting recommendations
Define role profile and prioritize tech stack
- Specify role scope and team placement: clarify responsibilities and whether the position focuses on ML development, platform engineering or deployment.
- Prioritize tech stack in job ads: emphasize Python, Kubernetes, Docker and cloud platforms (AWS, GCP, Azure) plus relevant ML tooling such as LangChain.
- State advertised gross salary ranges clearly; use median €64,000 and average €69,000 (sample size: 4 ads) as orientation and disclose sample size.