Hiring AI engineers: define the production work before the title
An AI title can conceal several jobs. Define the production work, separate ownership from dependencies and choose evidence that fits the actual role.
Quality of hire: check the cohort before making a score
Missing reviews and different observation windows can distort a quality-of-hire score. Read the cohort, record the gaps and compare the same work at the same age.
Offer acceptance rate: choose the denominator before comparing
The same offers can yield different acceptance rates. Keep revisions, pending responses and company withdrawals visible, then compare like-for-like cohorts.
Employee referral program template: handoffs and unresolved cases
Give each referral a receiving owner and a next check. Keep disputed credit and incentive decisions visible until the company resolves them.
Candidate experience survey: questions and response coverage
Use an editable questionnaire and a local batch checker to separate the experience you heard from the people who did not reply.
Candidate shortlist template: evidence, questions and next actions
Hand a reviewer the evidence and unresolved questions behind each candidate, with an editable CSV and a local record check.
Recruitment funnel metrics: count one cohort at a time
Give each contact the same observation time, keep the people and stage definitions consistent, and put the denominator next to every rate.
Passive candidate email template: write from evidence
Explain why the opening is relevant without inventing interest or fit. Use the editable worksheet to check the message before you approve it.
GitHub sourcing: people search and project evidence
Find an account, inspect a project, then ask what the evidence actually supports. A public engineering role and a merged change show how to keep those steps separate.
Free resume search for employers: access limits and a usable log
Separate a free search result from readable evidence, contact access and a paid trial. Then use one approved vacancy to decide what to review next.
AI recruitment tool vendor comparison template
Two demos can make very different products look equally capable. Give both vendors one real role, one review rubric and the same definition of a useful result.
Hiring managers who still need interviews this month
You own the bar and the interviews. Mira runs sourcing, outreach, and booking so the req is not stuck behind someone else's queue.
Read →Hiring when nobody on the team owns recruiting
Nobody on the team has the continuous hours a search actually takes, and a paused search decays fast. The bottleneck was never finding candidates.
Read →Hiring when the recruiting team is buried in sourcing
In-house TA keeps intake, the bar, and the interviews. Mira runs sourcing, outreach, screening, and scheduling. Subscriptions start at $99/mo.
Read →Keep the search-firm fee. Compress the pipeline hours.
Sourcing, first outreach, screening, and scheduling can sit on a usage-based subscription. Intake, the client, and the placement stay with the firm.
Read →Engineering roles that stay open too long
Every serious evaluation costs senior engineering hours, so the funnel starves long before the market runs out of names.
Read →Healthcare AI talent, not a shift-fill desk
Hospital AI and clinical-AI companies need people fluent in both workflow and models. Metix AI maps that pool. It is not a high-volume nurse staffing product.
Read →Security engineering search on a public talent graph
Find security engineers, detection talent, and security ML on 900M+ profiles. Clearance, if the role needs it, stays an employer check. We do not sell a cleared-talent pool.
Read →Fintech engineering and the quant-AI corridor
Thirty fintech engineering orgs and a 25-firm quant-to-lab corridor are already mapped on this site. Mira books the interviews. You keep the compliance bar.
Read →Hiring across borders without setting up an entity
Cross-border hiring breaks after the offer, not before it. The candidate exists; the entity, contract and payroll chain is what kills the hire.
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What is candidate sourcing? A list is not a hire
You have a role to fill and too few relevant applicants. Sourcing is the work of finding people who have not applied and opening a conversation with them.
Talent mapping: know where to look.
Where should you look before you search? A practical guide to finding skill concentrations, questioning source-company assumptions, and writing a sharper hiring brief.
Active sourcing vs passive sourcing: why outbound stalls
Posting the role has not produced enough relevant applicants. Active sourcing gives someone responsibility for finding and contacting people directly, then keeping those conversations moving.
Proactive recruiting: search before the req opens
A likely role is taking shape, but headcount has not been approved. Use that time to test the brief and understand the market without promising candidates a job that does not exist yet.
Usage-based recruiting pricing
Credits meter product usage rather than candidates or outcomes.
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AI recruiter vs recruiting agency: who does the work?
A placement fee and a software subscription can sit in the same budget while buying different work. Compare the search responsibility, payment trigger and risk before comparing the headline numbers.
Pay-per-candidate recruiting: what the fee actually buys
A candidate can mean a profile, a contact, a reply or someone ready to meet. Ask the vendor to name the event that creates a charge before you estimate the bill.
AI recruiters that claim to book interviews within 24 hours, compared
A shortlist sent tomorrow and an interview scheduled tomorrow are different promises. Put the start event, finish event and evidence next to every vendor clock.
ATS vs AI recruiter: what's the difference?
Your candidate records may be organized while the next interview is still missing. Separate the system that records the process from the work needed to bring people into it.
How to reduce time to hire without lowering candidate quality
Find the handoff that is waiting, name the next owner and keep the hiring evidence. A downloadable CSV and calculator separate completed waits from open age and missing events.
AI recruiter vs human recruiter: tasks, cost and outcomes
The useful question is which recruiting tasks need to move, and who should own them. Search volume, candidate judgment and a difficult closing conversation place different demands on the team.
55 roles in parallel, one hiring owner
One person ran dozens of cross-functional searches at once. Manual outreach was the cap. Mira took the repetitive 80 percent; the hiring owner kept the 20 percent that needs a human.
Read →One in ten product managers said they were interested
Strong product managers rarely look. This account wrote to each person, put salary and remote policy in the first email, and ran at 11.4 percent reply and 10.0 percent interest.
Read →No recruiter on the team. Still a full pipeline.
Zero recruiting headcount. In six weeks the team had 141 interested candidates and 71 resumes. Hiring managers stepped in only for the final pick.
Read →In cold outreach, getting seen is the first advantage
Engineering inboxes vary. This account opened at 62.5 percent, replied at 9.2 percent, and turned that into 98 interested engineers. Personalization only matters after the mail arrives.
Read →They came back and ran it again
A scarce hybrid role with almost no inbound. Round one proved the flow in February. In April the same team reused it as-is, one day from decision to launch.
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LinkedIn Recruiter cost: Lite vs Corporate pricing
Budget from the offer for your plan and country. Separate Lite, RPS, RPS+ and full Recruiter, then add the contract commitment, optional AI and the work your team keeps.
Cost per hire breakdown, including the hours nobody invoices
A software invoice is easy to count. Interview time, sourcing hours and an extended vacancy often live in different spreadsheets. Build the cost of one completed hire from the same period and scope.
Per-seat vs usage-based pricing for recruiting software
Compare commitments and operating work, then check one actual monthly period of standalone actions and new hiring workflows. A reusable Credits worksheet makes the missing inputs visible.
Recruiting agency fees vs software: compare the full cost
An agency proposal can look large beside a subscription while including work the subscription leaves to you. Put the fee trigger, search effort and replacement terms on the same page.
ATS pricing comparison: 8 vendors and a cost calculator
Compare eight ATS vendors by billing unit and required features. Calculate your first paid year, download the budget, then ask vendors to resolve the missing costs.
Recruiting agency vs RPO vs software: what each hands back
Choose recruiting help by the work someone will operate, the evidence they hand back and the exceptions your team will keep. A category name or billing unit leaves those details open.
When AI Meets Recruiting: Opportunities, Challenges, and Future Directions
A lifecycle-oriented review of AI recruiting systems, covering semantic matching, generative AI, multimodal assessment, bias, explainability, and human oversight.
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