I am hiring
I am a candidate

Stop drowning in candidates.
Let AI interview them.

We screen every applicant with a human-like AI avatar. You get a detailed Word report per candidate — usually within 6 hours. No more 100-applicant inboxes.

50+ candidates / vacancy
Screened in hours
You hire top 3

Hands-off pre-screen

Send the link. AI scores every CV against your vacancy.

Each vacancy gets a public apply page. The moment a candidate applies, AI compares their CV to the role — matched skills, missing experience, real years on the stack. If the score is promising, AI starts a chat in their language and asks 2–3 clarifying questions. Only candidates who actually fit reach the interview.

Step 01

Drop the link anywhere

Post on hh, Djinni, LinkedIn, Telegram, your careers page. Same public link — candidates land on a clean apply page.

talentstack.online/apply/senior-python
Senior Python + React Engineer
from hh · Djinni · LinkedIn · referrals
Step 02

AI scores CV against vacancy

Every skill in your job description weighed against the candidate's actual experience. Match score, strengths, gaps — in seconds.

Match score87%
Strengths
Python 6yDjango 6yReact 5y
Gaps
Postgres listed in skills but not in any project
Promising — ask 2 clarifying questions
Step 03

AI asks only about the gaps

A short chat in their language. Verifies what's ambiguous, asks for project proof. Saves your $7 for candidates who actually deserve an interview.

AI Recruiter
I see Postgres in your skills but not in any project. Where did you use it?
Candidate
In a pet project — Telegram bot for tracking expenses. Two tables, simple CRUD.
AI Recruiter
Got it. How often did you work with SQL in your main roles?
If they pass → straight to interview with Viktoria + Mikhail ↓

The first call that tells you who is actually worth your time.

Viktoria runs structured soft-skill screenings using YOUR questions — pre-configured by your HR and signed off before the first candidate joins. The AI delivers the conversation; you decide what gets asked.

Senior Python + React.js Full-Stack Engineer
12:40
REC
General

What salary range are you targeting for your next role?

Soft skills & communication

How they articulate, listen, handle ambiguity, explain the same thing to different audiences.

Motivation & cultural fit

Why they're looking, what matters, whether the vacancy fits what they actually want.

Smart salary negotiation

She asks for salary expectations first, compares to your pre-set range (which stays hidden), and responds accordingly — no awkward reveals, no lowballing by accident.

English level assessment

Graded on vocabulary, grammar, fluency, comprehension — with concrete examples from the call.

Technical depth, without booking your tech lead.

Mikhail runs the technical question bank your tech lead signed off — and within each topic, he listens, probes, and digs deep when an answer is worth it.

Senior Python + React.js Full-Stack Engineer
12:40
REC
Technical

How would you design a URL shortener handling 100M writes per day? Walk me through storage, ID generation, and read path.

System design & architecture

From scaling a message queue to consistency trade-offs — probes past projects: why this stack, what broke.

Algorithms & data structures

Live problems with adaptive follow-ups that expose whether they memorized or actually understand.

Hands-on coding

Language-agnostic problem solving with screen share; evaluates approach, not just solution.

Adaptive depth on interesting answers

If a candidate mentions something worth unpacking, Mikhail pulls on the thread with the right follow-up — same way a good senior engineer would.

Every interview in your dashboard

Watch any moment. Search every word.

Nothing gets lost. If the AI scored something generously, you can verify the tape yourself — from any moment, in any interview.

Full audio

MP3, downloadable, 1×/1.5×/2×.

Full video

HD — candidate camera + screen share.

Transcript

Speaker-tagged, timestamped, searchable.

Jump to any moment

Click a line → video scrubs to that second.

Candidate
REC
12:47 / 30:24
12:47
Transcript · auto-synced
search…
03:12
Viktoria:What specifically about the legacy team made you start looking?
03:18
Candidate:The on-call rotation was 1 in 3 and nobody pushed back on it.
03:41
Viktoria:Got it — how did you handle that personally before deciding to leave?

What you get

Every interview becomes a detailed Word report.

Scores, verdict, strengths, weaknesses, red flags — sorted by the hiring signals you actually care about.

Real anonymized feedback report — page 1
Page 1 · Word
✓ Anonymized
Recommendation
STRONG YES
Overall score
8.4/10
Report length
27pages · Word
Download sample (.docx)
Real anonymized example — 27 pages, generated automatically after a 60-minute interview.

Inside every report

Overall score + hire verdict

1–10 score with a clear strong-yes / yes / conditional / no recommendation.

Risk level + red flags

Specific concerns flagged with the exact moments from the conversation.

Topic-by-topic scoring

5–10 blocks (System Design, Algorithms…), each scored 0–10 across topics.

Skills match vs vacancy

% match against your required + nice-to-have skills, side by side.

Strengths with project proof

Each strength quoted directly — which past project demonstrated it.

Weaknesses + trainability

Honest gaps + whether they're fixable via mentoring or are deal-breakers.

English level + salary

B1/B2/C1 with example phrases. Salary expectation captured before negotiation.

Executive summary + next steps

1-page exec recap and recommended actions if you advance the candidate.

Why teams use it

Drops into your ATS

Word format — paste into Greenhouse, Workable, BambooHR without rewriting.

Shareable in 3 minutes

Hiring manager reads exec summary + scores — full deep dive optional.

Same scale across candidates

Compare 10 candidates side-by-side on identical rubric. No "gut feel" bias.

Defensible decisions

Every score backed by a direct quote from the conversation.

This is a real report generated for a real interview. Candidate, vacancy, and company names are replaced.

The full pipeline

From 100 applicants to 4 finalists — automatically.

Every applicant flows through your custom gates. AI does the work; you decide what counts as a pass at each stage.

100
applicants

01Post the vacancy

Hosted apply page on your domain — or import existing CVs from email, hh, Djinni, LinkedIn.

30
pass CV gate

02AI parses every CV

Skill graph with years per stack, ranked against your vacancy. Obvious mismatches drop here for $0.

15
pass chat gate

03AI chats with candidate

Your 2–3 verification questions, asked in a friendly chat. Catches misrepresented experience before you spend $7 on a full interview.

8
pass HR

04HR interview · Viktoria

Auto-invited or manager-approved. Soft skills, English, salary probe, motivation. 30–45 min, fully recorded.

8 × $7 = $56
4
pass technical

05Technical interview · Mikhail

Triggered automatically after an HR pass — or held for your tech lead's approval. Your tech bank, adaptive depth, live coding.

4 × $15 = $60
1–3
offers

06You decide on the top

Full reports, audio, video, transcripts, hire recommendation. Decide in minutes — not three weeks of manual screening.

$116 total — instead of 3 weeks of manual HR work

You set every gate: auto-promote, manager-approve, or skip the stage entirely. Default thresholds work out of the box.

Pay per interview. No subscription.

Only pay when an AI avatar actually completes an interview. Nothing else.

First 3 interviews on us

Test the system on your real candidates before paying anything. No card required.

HR Screening · Viktoria

$7· per completed interview
  • Up to 45-minute adaptive conversation
  • Soft skills + cultural fit + salary probe
  • English level grading
  • Full Word feedback + audio + video + transcript
Schedule a demo

Technical Interview · Mikhail

$15· per completed interview
  • Up to 90-minute deep technical dive
  • Your question bank + adaptive follow-ups
  • System design · algorithms · live coding
  • Full Word feedback + audio + video + transcript
Schedule a demo

Volume discounts for 50+ interviews / month — we discuss on the demo call.

Let's book 30 minutes.

I'll walk you through the live system, share real reports, and help you decide if it fits your pipeline.

Pick a day

Beyond interviews

A full hiring OS — not just an interview tool.

While AI runs interviews, TalentStack also polishes your vacancies, structures candidate resumes, and lets you search your whole database by real skills. Everything under one roof.

Vacancy

AI polishes your vacancy

Paste a rough draft — get a structured, attractive job description that actually converts.

Senior Full-Stack Engineer · 5+ years Python/Django + React · product mindset, async, scaling

Skills auto-extracted from the vacancy

Every job ad becomes a skill tree: core · required · nice-to-have, with expected years.

PythonCOREDjangoCOREReactREQUIREDPostgreSQLREQUIREDTypeScriptNICEDockerNICE
Resume

AI structures every candidate resume

Messy PDFs turn into clean profiles: roles, projects, stack, consistent formatting.

Senior Full-Stack Engineer · roles · projects · stack · 6 years total

Skills auto-extracted from the resume

Each resume becomes a skill graph with years per skill — ready to match against any vacancy.

Python6yDjango6yReact5yTypeScript3yPostgreSQL5yDocker4yAWS3y

Skill-based candidate search

Search your whole database by real skills.

Pick a vacancy — every candidate in your base is instantly ranked by skill match. No keyword spam, real overlap.

Recruiters filter by vacancy — candidates show up with a live match score

RN
Open to offers

Rostislav Nikolaiev

Full-stack developer / Backend developer

80%
match

7y exp · $5000-$5500 · Flexible · Hybrid, Remote · Upper-Intermediate

Django6yPython6yTypeScript3yReact5yMySQLTailwind CSSJavaScript6yDjango Rest Framework5y+7
DT
Open to offers

Dinmukhamed Tezekbayev

Senior Full Stack Engineer / Full Stack Developer / Backend Engineer

60%
match

6y exp · $4500-$7000 · Upper-Intermediate

React5.5yMySQL4.5yPythonDjangoTailwind CSSGit6yJavaScript6yRESTful APIs6y+7

These features ship today with every TalentStack account. The AI interviewers are the next step — book a demo and we can set up the full flow together.