Assistive candidate score
Each reviewed application can receive a 0-100 match score with strengths, gaps, confidence, and evidence for recruiter review.
WithMira helps companies post remote IT roles and review possible best matches using resumes, job descriptions, and candidate skills.



Each reviewed application can receive a 0-100 match score with strengths, gaps, confidence, and evidence for recruiter review.
Candidates can be sorted by fit, so recruiters start with the strongest possible matches instead of reading every profile cold.
WithMira compares structured candidate profiles and resume text against the job description and role requirements.
Required technologies are compared with candidate skills, making missing and matched signals easy to scan.
The score is designed to support the recruiting workflow, not replace judgment. Recruiters still review the candidate, but they start with clearer evidence.
Experience, seniority, project evidence, location, and candidate profile details.
Responsibilities, role level, hiring locations, and the problem the team needs solved.
Required technologies, preferred tools, stack depth, and missing signals.
WithMira can surface fit explanations from the candidate profile, resume text, and the role requirements, then keep that review attached to the application.
Recent backend scope, cloud delivery, and leadership signals from the candidate resume.
Role responsibilities line up with the candidate's recent project history.
TypeScript, Node.js, AWS, PostgreSQL, and distributed systems are matched.
Companies can ask for a manually approved sponsored spotlight while the free workspace request is reviewed.
View sample employer reportOne approved role appears in the sponsored spotlight above the regular latest-role feed.
The role is clearly marked as sponsored so candidates understand why it is highlighted.
We track impressions, detail clicks, and apply clicks so the first package has a simple result story.
We verify the company domain, create recruiter seats, publish the first role, and keep the flow simple while the candidate network grows.
We connect recruiters to a verified company email domain before opening the workspace.
Share the role title, hiring locations, technologies, and context so candidates know the fit upfront.
Use match scores, resume evidence, skill chips, and recruiter notes to focus interviews on stronger matches.