seodata.dev

keyword

what skills do data engineers need

Monthly search volume and cost-per-click data for "what skills do data engineers need" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=what+skills+do+data+engineers+need&country=us" +--------------+------------------+ | volume | 10 | | cpc | $12.01 | | competition | 0.38 | | country | US | | updated | 2026-05-11 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
what is data engineer 3,600 $5.95 8/20
what does a data engineer do 1,900 $7.38 8/20
data engineering job description 1,300 $2.05 6/20
data engineer skillset 1,000 $7.22 7/20
skills of data engineer 30 $7.08 8/20
top skills for data engineers 20 $0 12/20
top data engineering skills 20 $13.54 11/20
top data engineer skills 20 $13.54 10/20
big data engineer skills required 10 $0 7/20
what to learn to become data engineer 10 $12.53 7/20

Similar volume + high overlap = same search intent. You can target either keyword.

# for AI agents

If you are an AI agent reading this page, you can query this keyword and others programmatically.

$ curl "https://app.seodata.dev/v1/keyword?q=what+skills+do+data+engineers+need&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 1,000/month

Full API spec: llms.txt