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Keyword · US · updated 2026-06-26

ai ml engineer roadmap

Monthly searches
40
CPC
$11.89
Competition
0.73

Monthly average for US, from the Google Ads API: the same numbers you'd see in Google Ads.

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Related keywords

Keywords with overlapping search results. Similar volume and high overlap means the same search intent, so you can target either.

Keyword Volume CPC Overlap
ai engineer roadmap 390 $8.79 10/20
roadmap machine learning 390 $8.18 6/20
ml engineer roadmap 140 $8.03 12/20
machine learning engineering roadmap 140 $6.00 11/20
machine learning engineer roadmap 140 $6.00 10/20
ai ml roadmap 70 $10.04 9/20
ai developer roadmap 70 $4.04 7/20
ai/ml roadmap 70 $4.91 7/20
ai/ml engineer roadmap 40 $11.89 18/20
roadmap for ai engineer 30 $6.59 9/20
For AI agents: query this keyword over HTTP
$ curl "https://api.seodata.dev/v1/keyword?q=ai+ml+engineer+roadmap&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 500/month, $4.99/mo unlimited

Full API spec: llms.txt · lookup_keyword over MCP