What Senior Data Analytics Jobs Ask For

Across 562 open Senior Data Analytics postings that list skills, the ones mentioned most often are sql, analytics, python.

Updated November 1, 2026

567 open Senior Data Analytics postings. The percentages below are measured over the 562 of them that list skills at all.

SkillMentioned in
sql87%
analytics70%
python60%
powerbi50%
ai43%
cloud40%
data-modeling39%
data-quality37%
data-engineering30%
tableau29%
data-analytics29%
dbt26%
looker26%
automation23%
etl22%
bigquery21%
azure21%
api18%
snowflake18%
data-pipelines18%
ci-cd17%
data-science17%
data-governance16%
statistics16%
aws16%
data-visualization16%
data-warehousing16%
agentic-ai15%
gcp15%
git14%
databricks14%
agile12%
machine-learning12%
version-control12%
airflow12%
elt10%
llm10%
data-ingestion9%
power-query9%
devops8%

"Mentioned in" counts postings that name the skill anywhere — including as a nice-to-have — so treat it as the ceiling, not the bar.

Browse 567 open Senior Data Analytics jobs →

Across all Data Analytics levels

Most Data Analytics postings never state a level. This wider list covers them too.

  • sql 1,144
  • analytics 1,040
  • python 817
  • powerbi 715
  • ai 579
  • cloud 480
  • data-quality 477
  • tableau 439
  • data-modeling 435
  • data-analytics 434
  • etl 345
  • data-engineering 314

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