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Analytics Engineer resume keywords

Core keywords are the skill list on the Analytics Engineer resume example.

See the matching Analytics Engineer resume example. For which applicant tracking systems large employers use, read the State of ATS 2026 report.

Check your Analytics Engineer resume

The ATS checker opens with Analytics Engineer filled in as the target role, along with the keyword list on this page. Paste your resume there. Free, no signup.

Counted on 2026-10-10 from 35 public job postings whose titles match Analytics Engineer. Those postings came from Ashby, Greenhouse, and SmartRecruiters. A posting is counted for this role when the longest published job-title phrase in its title is Analytics Engineer. The crawl queried Greenhouse, Lever, Ashby, and SmartRecruiters for 133 employers in the State of ATS 2026 dataset that use those vendors, and for 279 additional public boards from the extended coverage tier. The extended boards are not part of the 738-company statistics. 361 boards returned postings out of 412 boards attempted, and 46923 postings were scanned. HTML was stripped before counting, and each posting counts once per term. Phrases beyond the published skill list are the most common two- and three-word phrases in the matched postings. Posting text is not stored. A role page shows these percentages only when at least 30 descriptions were counted.

Core keywords

These are the terms to put on the resume when they match work you have done.

  • dbt

    71% of 35 recent postings mention dbt.

  • SQL

    100% of 35 recent postings mention SQL.

  • Snowflake

    63% of 35 recent postings mention Snowflake.

  • BigQuery

    20% of 35 recent postings mention BigQuery.

  • data modeling

    51% of 35 recent postings mention data modeling.

  • dimensional modeling

    11% of 35 recent postings mention dimensional modeling.

  • Airflow

    31% of 35 recent postings mention Airflow.

  • Looker

    37% of 35 recent postings mention Looker.

  • ELT

    23% of 35 recent postings mention ELT.

  • Git

    26% of 35 recent postings mention Git.

  • data testing

    3% of 35 recent postings mention data testing.

  • Fivetran

    9% of 35 recent postings mention Fivetran.

Supporting keywords

The skills catalog does not name extra terms for this role. The core list above is the published skill list.

Phrases from recent postings

These phrases showed up often in the matched postings and are not already on the published skill list.

  • analytics engineer

    77% of 35 recent postings mention analytics engineer.

  • analytics engineering

    77% of 35 recent postings mention analytics engineering.

  • data models

    69% of 35 recent postings mention data models.

  • data engineering

    66% of 35 recent postings mention data engineering.

  • data quality

    57% of 35 recent postings mention data quality.

  • data science

    54% of 35 recent postings mention data science.

  • business intelligence

    49% of 35 recent postings mention business intelligence.

  • data pipelines

    49% of 35 recent postings mention data pipelines.

  • analytics engineering data

    43% of 35 recent postings mention analytics engineering data.

  • senior analytics engineer

    43% of 35 recent postings mention senior analytics engineer.

  • non technical

    40% of 35 recent postings mention non technical.

Where to place them

  1. 1

    Headline

    Put the target title and two core terms on the line under your name: Analytics Engineer | dbt | SQL.

  2. 2

    Skills

    List the core terms together in the skills section: dbt, SQL, Snowflake, BigQuery, data modeling, dimensional modeling, Airflow, Looker, ELT, Git, data testing, Fivetran.

  3. 3

    Experience

    Use dbt, SQL, Snowflake inside bullets for work you did in this role, next to the result.

Sample lines from the resume example

These lines are already published on the Analytics Engineer resume example. Use them as a pattern for where a keyword sits next to a result, and replace the details with your own.

  • Built 200+ tested dbt models that cut analytics data-quality incidents 68% across the reporting layer
  • Redesigned the star-schema warehouse in Snowflake, reducing executive dashboard query times from 40s to under 3s
  • Consolidated 14 duplicate reporting pipelines into one dbt project, saving the data team 25 hours of maintenance per week
  • Implemented CI/CD for the ELT layer with dbt Cloud and Git, dropping broken-model deploys to production by 90%

Questions about Analytics Engineer keywords

What keywords should a Analytics Engineer resume include?

Core keywords for a Analytics Engineer resume are dbt, SQL, Snowflake, BigQuery, data modeling, dimensional modeling, Airflow, Looker, ELT, Git, data testing, Fivetran. Core keywords are the skill list on the Analytics Engineer resume example. Percentages are the share of 35 public postings fetched on 2026-10-10 whose titles match this role.

Where should Analytics Engineer keywords go on a resume?

Headline: Put the target title and two core terms on the line under your name: Analytics Engineer | dbt | SQL. Skills: List the core terms together in the skills section: dbt, SQL, Snowflake, BigQuery, data modeling, dimensional modeling, Airflow, Looker, ELT, Git, data testing, Fivetran. Experience: Use dbt, SQL, Snowflake inside bullets for work you did in this role, next to the result.

How do I check a Analytics Engineer resume?

Open the free ATS checker with Analytics Engineer prefilled, paste your resume, and compare it with the keyword list on this page.

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