Position role and tech stack precisely
Define role by seniority and focus (e.g. ML vs. engineering) because Data Scientist represent 66 % share in the evaluation.
Prioritize tech stack: lead with Python, SQL and cloud skills (AWS, Azure); Python shows 14.7 % share.
Disclose a listed gross salary range; use the median and the average (sample size 11) as orientation.