seodata.dev

keyword

ml engineer certification

Monthly search volume and cost-per-click data for "ml engineer certification" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=ml+engineer+certification&country=us" +--------------+------------------+ | volume | 50 | | cpc | $19.66 | | competition | 0.8 | | country | US | | updated | 2026-05-24 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
machine learning certifications 2,900 $12.63 9/20
machine learning certification 2,400 $12.45 20/20
machine learning engineer certification 210 $14.81 17/20
ml certification 170 $10.1 12/20
google cloud machine learning certification 90 $6.74 14/20
professional machine learning engineer certification 50 $10.16 11/20
machine learning professional certification 50 $15.05 9/20
ai ml engineer certification 30 $13.29 12/20
ai/ml engineer certification 30 $13.29 12/20
machine learning google certification 30 $6.16 9/20

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=ml+engineer+certification&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