seodata.dev

keyword

skills required to learn machine learning

Monthly search volume and cost-per-click data for "skills required to learn machine learning" in US.

$ curl "https://app.seodata.dev/v1/search-volume?q=skills+required+to+learn+machine+learning&country=us" +--------------+------------------+ | volume | 30 | | cpc | $9.7 | | competition | 0.47 | | country | US | | updated | 2026-03-29 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
machine learning engineering skills 170 $6.45 11/20
skills for machine learning engineer 170 $6.47 9/20
skills for machine learning 170 $6.38 6/20
machine learning engineer skills 170 $6.61 4/20
machine learning skills 170 $6.38 4/20
machine learning expertise 140 $4.69 4/20
ml engineering skills 40 $2.02 8/20
skills required for machine learning 30 $16.22 17/20
machine learning skills required 30 $9.7 13/20
skills required for machine learning engineer 30 $0 6/20

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/search-volume?q=skills+required+to+learn+machine+learning&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