Analytics Engineer Resume Keywords & ATS Expectations

This is the live data our resume scanner uses when it detects a analytics engineer resume — the keyword tables, certifications, and titles from our data engineering detection engine.

Core skills per the U.S. Department of Labor

Source: O*NET 15-1243.00 — Database Architects (onetonline.org, public domain)

data modelingETL designdatabase administrationdata warehousingsystems evaluation

SQLPythonApache SparkAirflowSnowflakePostgreSQLAWS

Keywords ATS systems expect on a analytics engineer resume

ETLELTpipelinedata pipelinedata warehousedata lakedata lakehousedata platformdata infrastructureairflowapache airflowDBTdata build toolsparkapache sparkkafkaapache kafkaingestionorchestrationtransformation

Certifications that anchor a analytics engineer resume

databricks certifiedsnowflake coreaws datagcp data engineerazure data engineerdbt certified

Adjacent titles recruiters search alongside "Analytics Engineer"

data engineersenior data engineerstaff data engineerprincipal data engineerdata platform engineerdata infrastructure engineerdata architectdata warehouse engineeretl developeretl engineer

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Methodology: these lists come directly from the detection tables our scanner runs on every data engineering resume, validated by a pinned regression suite. See our methodology.