What Cohere recruiters scan for
Across Cohere job postings, three signals show up consistently: research depth and shipped work, prior collaboration with senior researchers, and published work or open-source contributions. Your resume should make each of these obvious within five seconds of skimming — that is the budget you have at this stage.
- research depth and shipped work
- prior collaboration with senior researchers
- published work or open-source contributions
How to format your resume
Cohere resumes that perform well share four format properties. They are reverse-chronological, single-column, in a parseable font (Calibri, Arial, or Helvetica), and saved as a text-based PDF (not an image PDF and not a Word document). Keep the layout boring. Save the personality for the cover letter and the interview loop.
- •Lead the resume with the exact title you are applying for at Cohere, mirrored from the posting.
- •Use reverse-chronological format with clear date ranges (mm/yyyy) and consistent company-then-role line ordering.
- •Quantify outcomes in 60-80% of bullets. Cohere recruiters told us they discount unquantified bullets in their first pass.
- •Include a clean skills/tools section that mirrors the language of the Cohere posting verbatim.
- •Save as a text-based PDF named with the structure: lastname-firstname-cohere-resume.pdf.
Sample summary opener
A summary that performs at Cohere reads like the one below — title-first, outcome-loaded, and free of filler adjectives.
Cohere-ready ML engineer with 6+ years of experience driving measurable outcomes in ai & frontier environments. Track record of [insert your strongest 2-bullet outcomes here]. Comfortable owning ambiguous problems end-to-end and partnering with cross-functional stakeholders.
Frequently asked questions
What ATS does Cohere use?
Cohere runs Greenhouse or Ashby. The exact configuration varies by team, but the core parsing rules are the same: machine-readable, single-column, text-based PDF.
How long should my resume be for a role at Cohere?
One page if you have under 10 years of experience, two pages if senior. Cohere recruiters report that resumes longer than two pages are skimmed less, not more.
Does Cohere require a cover letter?
Most Cohere postings make the cover letter optional. Strong applicants write one anyway because it tilts the qualitative review.
Should I name-drop a Cohere employee in my resume?
If the employee will refer you, ask them to do it through the official referral system. Putting their name on the resume itself does not help and can read as overreach.
How do I know if my resume is ATS-friendly for Cohere?
Run it through a free ATS scoring tool. Aim for a score of 80 or higher before submitting to Cohere.
Ready to apply to Cohere?
Run your resume through our free ATS checker first. We score it in 10 seconds with no signup, then show you exactly what to fix.