Do hiring managers in tech actually care about edX verified certificates from Harvard or MIT when looking at entry level resumes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do hiring managers in tech actually care about edX verified certificates from Harvard or MIT when looking at entry level resumes?
3 real searches · 1 real-search pass
employer hiring managers value online certificates skills-based hiring entry level technology credentials survey edX Harvard MIT certificateGoogle ↗
OBSERVEDOther / navigational
edX verified certificate what does verified certificate demonstrate officialGoogle ↗
OBSERVEDDefinition
tech hiring managers portfolio projects certifications entry level software developer resume surveyGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
employer hiring managers value online certificates skills-based hiring entry level technology credentials survey edX Harvard MIT certificate Google ↗
edX verified certificate what does verified certificate demonstrate official Google ↗
tech hiring managers portfolio projects certifications entry level software developer resume survey Google ↗
- Online Certifications Topline Report · phoenix.edu
- Hiring for Experience: Employer Attitudes Towards Credentials as Proof of Skills · employerportal.aarp.org
- Hiring CS Graduates: What We Learned from Employers · doi.org
- What is a verified certificate? · support.edx.org
- What is the verified track? What does verified mean? · support.edx.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
employer hiring managers value online certificates skills-based hiring entry level technology credentials survey edX Harvard MIT certificate OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
edX verified certificate what does verified certificate demonstrate official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
tech hiring managers portfolio projects certifications entry level software developer resume survey OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |