seodata.dev

keyword

how hard is it to be a data scientist

Monthly search volume and cost-per-click data for "how hard is it to be a data scientist" in US.

$ curl "https://app.seodata.dev/v1/search-volume?q=how-hard-is-it-to-be-a-data-scientist&country=us" +--------------+------------------+ | volume | 20 | | cpc | $16.64 | | competition | 0.35 | | country | US | | updated | 2026-03-29 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
data scientist degree 6,600 $22.69 5/20
how to become a data scientist 4,400 $14.99 4/20
data scientist qualifications 1,000 $10.99 4/20
how difficult is data science 140 $5.2 4/20
is data science a hard major 90 $0 4/20
data science hard 30 $0 6/20
data scientist hard 30 $0 5/20
is data science hard to learn 20 $15.78 11/20
is data science tough to study 10 $0 11/20
is it easy to become data scientist 10 $0 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/search-volume?q=how-hard-is-it-to-be-a-data-scientist&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