Interviews run with the InterviewWatch agent get a signed integrity report on the candidate card. See how verification works →
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ATS for technical hiring

ATS for technical hiring

Engineering hiring has a specific failure mode now: a candidate who interviews brilliantly and cannot do the job, because the live round was assisted. Tracking software cannot see that. This is an ATS where the technical round comes back with evidence attached, for teams hiring engineers remotely.

The engineering pipelineVerifying the live roundSignals that matterTake-homesWhere it sits in your stackFAQ
Cursor / Windsurf runningStrong
Ollama, local LLMPresent
Capture-excluded overlayCritical
Large paste, external sourceReview
Remote-control sessionCritical
Short answer

For technical hiring, an ATS needs a shared engineering pipeline, one-action scheduling of live rounds, and a way to tell whether those rounds were genuine. InterviewWatch provides all three: a six-stage board, scheduling from the candidate card, and consent-first integrity monitoring on the round itself.

It is not an assessment platform. It does not judge whether the code was good, it reports whether the session was the candidate's own work, correlating AI tools, overlays, remote control, virtual devices and paste metadata into a scored, signed report.

The engineering pipeline

The six stages for engineering hiring

Applied, Phone screen, Onsite, Offer, Hired, Rejected. In practice, most engineering processes map onto this without any configuration at all.

Applied sourced/inbound Phone screen first call Onsite technical round Offer decision made Hired terminal Rejected reopenable The round worth verifying signed report back on the card

Six fixed stages. The onsite is the one that decides the hire, and the only one worth instrumenting.

Applied

Inbound from your careers page through the apply API, sourced candidates added by a recruiter, or a batch imported from a sheet of referrals. The card records which, because a referral and a cold applicant are not the same conversation.

Phone screen

The recruiter or engineering-manager call. Scheduled from the card, so the interviewer is assigned and the meeting link lives with the candidate rather than in someone's calendar.

Onsite

Your live technical rounds, whether they are on site or remote. Multiple interviews can hang off one card, each with its own report, which is what a loop actually looks like.

Offer, Hired

Terminal states with the history intact. If the person comes back in a year, they land on the same identity, with their previous rounds and reports still attached.

Rejected, and reopening

A rejection is deliberate and stays that way: a repeat application does not resurrect it. Reopening for a new round is an explicit action, which is what stops a strong "no" from being quietly undone.

Jobs as teams and roles

A job is a team plus a role, for example "Platform" and "Senior Backend Engineer". The role is snapshotted onto every interview, so reports stay accurate even if the req is renamed later.

What this is not. There are no per-role stage configurations, no structured scorecards and no interview-loop builder. If your engineering process depends on those, use a full ATS and let InterviewWatch verify the rounds inside it.
Verifying the live round

Why the technical interview goes unverified

Take-home graded, assessment scored, scorecard filled in. The live round, where the actual hiring decision gets made, is a conversation with no record of the conditions it happened under.

38.5%of candidates flagged for AI-assisted cheating across 19,368 technical interviews analysed, with the quarterly rate rising from 9% to 45%. Source
$15Mraised by Cluely, which began as Interview Coder, from Andreessen Horowitz. Purpose-built interview assistance is a funded market. Source
14detector classes correlated into one reviewable integrity finding per session.

Screen share is not the control it used to be. An assistant runs on a second display, on a phone beside the keyboard, or as an overlay deliberately excluded from capture, and the window the candidate shares stays clean the whole time. Why screen share misses it.

Signals that matter

What to watch in a coding round

Technical interviews have their own signal profile. A developer's machine legitimately runs a lot of tooling, so the weighting matters as much as the detection.

Signal
Why it matters in a coding round
Weight
Coding copilots and AI IDEs
An AI-native editor active during a live exercise changes what the round measures entirely. Detected by process and window, not by reading code.
Strong
Local model runners
Offline runners produce no network traffic at all, so a network-based check sees nothing while a process check sees them plainly.
Strong
Capture-excluded overlays
The specific tool class built to be invisible to screen share. If you rely on a shared screen, this is the gap you cannot close by watching harder.
Critical
Remote control and proxy
Someone else driving the machine, or sitting the interview. Rare, and decisive when present.
Critical
Clipboard events
Size and source of paste events, never contents. A large paste from outside the exercise is context worth having in a coding round.
Support
Displays and focus
A second display appearing mid-round, or focus repeatedly leaving the exercise, is weak alone and meaningful alongside a tool hit.
Context

Correlation is the point: a process hit alone is context, while a process hit plus a matching window title plus focus movement at the moment a hard question landed is a finding. The full weighting model and its documented limitations are on the methodology page. Related detail: AI tool detection, overlay detection, clipboard metadata.

Take-homes

What the signals can and cannot show

Being straight about the boundary is more useful than pretending the boundary is not there.

Cannot

  • Monitor a take-home done in the candidate's own time
  • Tell you whether submitted code was AI generated
  • Grade or score the quality of an answer
  • Observe a second device that is off the machine and off the network
  • Prove intent. A detected tool is an observation

Can

  • Verify a live, consented interview session
  • Correlate independent signals into a scored finding
  • Produce a signed, timestamped report that holds up months later
  • Put that result on the pipeline card where the decision is made
  • Run alongside any meeting platform you already use

The practical pattern for take-homes: keep the exercise, then run a short live round about the submission. A verified session where the candidate walks through their own code answers the question a grader cannot. More on that approach in coding test cheating prevention.

Where it sits

Working with the tools you already run

Meeting platforms

Zoom, Microsoft Teams, Google Meet, Webex and the rest. Monitoring runs beside the call, not inside it, so the candidate joins your meeting exactly as they would otherwise.

Assessment platforms

Different question, not a competitor: they judge the answer, we report on the session. Many teams run both. Comparison.

A full ATS, if you have one

Keep it. The built-in pipeline hides itself, interviews sync in, and signed reports post back onto the candidate there. Greenhouse today, others by scope on Enterprise.

Your careers page

Stays yours. Applicants arrive through one POST from your own site, so engineering candidates never get bounced to a vendor-branded job portal. Integration guide.

Your interviewers

Unlimited seats on the free plan, or up to one hundred on ATS Growth, so putting every engineer who interviews into the tool costs nothing extra.

Your policy

Decide in advance what an AI-tool finding means for your process, and say so to candidates up front. We publish a policy template to start from.

FAQ

Technical hiring: frequently asked questions

What should an ATS do for technical hiring?
Hold the engineering pipeline in one shared place, let any interviewer see where a candidate stands, make scheduling a live round one action, and connect that round back to the candidate. For remote hiring it also has to answer whether the round was genuine, which conventional tracking cannot.
How do you detect AI assistance in a live coding interview?
By correlating independent metadata signals during the consented session: AI desktop apps and browser AI tabs, coding copilots, local model runners with no network traffic, capture-excluded overlays, remote-control software, virtual devices, display changes and clipboard event metadata. Nothing is read from the candidate's code or keystrokes.
Does this replace a coding assessment platform?
No. An assessment platform judges whether the answer was good. This reports whether the session was the candidate's own work. Teams often run both, with the assessment tool hosting the exercise.
Can you monitor a take-home?
No. Monitoring covers live, authorized, consented sessions, not unsupervised work. The workable answer is a short live round discussing the submission, which is where a verified session earns its keep.
Will it work with Zoom, Teams or Google Meet?
Yes, all of them. Monitoring runs alongside the call rather than inside it, so the meeting platform is irrelevant. The meeting link is stored on the interview record.
What about candidates on Linux or macOS?
Signal availability differs by operating system, and the methodology page documents that rather than glossing over it. Plan your policy around what is observable on the platforms your candidates actually use.
Is this fair to engineers who use AI tools daily?
The report says a tool was active in a round where your policy applies. It does not judge the candidate. If you allow AI assistance in interviews, treat the finding as context. Candidates consent first, nothing is recorded, and no rejection is automatic.
How much does it cost for an engineering team?
Free with unlimited seats for two active jobs. $19 per month for five active jobs and fifteen seats, or $39 per month for fifteen active jobs and one hundred seats, with unlimited candidates on every tier. Verification is a separate $5-per-interview add-on, with your first five free. Full pricing comparison here.

Verify your technical rounds

Engineering pipeline, one-click scheduling, and a signed integrity report on the card afterwards. Five verified interviews on the free plan.

Start free Technical hiring solution
Keep reading
ATS with integrity checksHow evidence reaches the decision Hiring AI engineersIntegrity in an AI-native market Coding test cheatingWhat actually works AI tool detectionThe four detection surfaces