Data & AI · Skill guide
Snowflake keywords travel with ELT, dbt, and cost-aware warehousing — screeners look for warehouse sizing, Time Travel/cloning literacy, and business-facing data products more than 'used Snowflake' alone.
It appears in 5% of 2,367 engineering postings in our 15 August 2026 snapshot . Densest in Data Engineer (33%), and Data Analyst (20%) .
Job descriptions rarely ask for Snowflake alone — these co-terms appear in the same postings and are screened together. Cover the ones you've genuinely used.
Public ATS boards (Arbeitnow, Greenhouse, Ashby, Google Careers, Lever, RemoteOK, Remotive). Not LinkedIn or Indeed. Percentages are share of postings that already mention Snowflake.
A skill in a list is a claim; a skill in a bullet with an outcome is evidence. Patterns to adapt with your real numbers:
“Cut Snowflake compute spend 35% by rightsizing warehouses and converting always-on jobs to task-triggered loads”
“Built governed marts in Snowflake consumed by 8 BI workspaces, with RBAC and Time Travel for audit recovery”
Put "Snowflake" in your skills section in its exact form, then prove it in at least one experience bullet with context and an outcome — a skill that appears only in a list reads as padding to recruiters. Snowflake keywords travel with ELT, dbt, and cost-aware warehousing — screeners look for warehouse sizing, Time Travel/cloning literacy, and business-facing data products more than 'used Snowflake' alone.
Job descriptions that ask for Snowflake typically also screen for: Python, SQL, dbt, Machine Learning, AWS. Include the ones you've genuinely used — co-keyword coverage is how ATS ranking separates real practitioners from list-padders.
List it only if you could answer interview questions about it comfortably. A safer honest framing for light experience is grouping it under a "familiar with" tier, separate from your core skills — inflated skill claims surface fast in technical interviews.
Paste a job description that requires it — RoleTuner shows whether your resume surfaces Snowflake and its co-keywords the way an ATS reads them, free.