seodata.dev

keyword

skills needed for data engineer

Monthly search volume and cost-per-click data for "skills needed for data engineer" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=skills+needed+for+data+engineer&country=us" +--------------+------------------+ | volume | 50 | | cpc | $7.59 | | competition | 0.22 | | country | US | | updated | 2026-05-18 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
data engineer skills 720 $6.88 14/20
skills for data engineer 70 $0 17/20
data engineer skills needed 70 $6.46 16/20
data engineer skills required 70 $3 16/20
data engineering skills needed 70 $6.46 15/20
data engineering skills required 70 $3 15/20
skills needed for data engineering 50 $7.59 17/20
data engineer required skills 50 $5.69 15/20
skills required for data engineer 50 $8.29 15/20
data engineer technical skills 40 $0 15/20

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=skills+needed+for+data+engineer&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