Job Tech / AI Automation

AI Job Search
Automation

Job search and application automation: vacancy parsing, AI-generated cover letters, stealth submission via browser.

search

Challenge

Develop a system for complete automation of job search and application submission on the DOU.ua platform. This process typically takes hours: job seekers need to manually filter feeds, analyze requirements, write individual cover letters, and fill out lengthy forms.

The goal was to create an AI agent that takes over this routine. The system should collect relevant vacancies in minutes, automatically generate personalized cover letters for each job description, and safely submit applications in "stealth mode", imitating the actions of a real user.

Pain Points

person
Job Seekers

  • Manual search
  • Template responses
  • Forms and redirects

business
Recruiters

  • Fragmented data
  • Market monitoring
  • No automation

Market Potential

$347M → $1.2B

Job web scraper market (2023 → 2032)

50+

Personalized applications/day

x24

Faster: 4 hours → 10 minutes

Solution: 4 Steps

Node.js + Playwright + Google Gemini with Express.js dashboard

search

1. Parsing

Filter-based collection → Google Sheets

psychology

2. AI Generator

Job analysis → cover letter

send

3. Stealth Submission

Auto-forms, PDF, anti-bot bypass

dashboard

4. Dashboard

Monitoring, approval, stats

System in Action

01 Scraper & Export

Filter panel (title, skills, location), scrape launch, export 150 vacancies to Google Sheets.

02 AI Personalization

Personalization studio: JD parsing → resume matching (90% Match) → cover letter via Google Gemini (UA/EN).

03 Stealth Submit & Analytics

Playwright simulates submissions on LinkedIn, analytics dashboard: 100+ applies/day, response rate growth, burnout decrease.

scraper-export.ui — Job Scraper
Scraper control panel and Google Sheets export
ai-personalization.ui — Job Scraper
AI personalization studio and cover letter generation
stealth-analytics.ui — Job Scraper
Stealth auto-submission and analytics dashboard

Key Metrics

0h → 0min

Time for 50 applications

+0%

Response Rate

0+

Applications/day

Target Audience

work

Job seekers

IT, developers, managers

groups

Recruiters / HR

Job aggregation and analysis

code

Developers

Custom scrapers

Technologies

javascript Node.js v20
web Playwright
psychology Google Gemini
table_chart Google Sheets
dns Express.js

This solution is right for you if:

search

You're job hunting or recruiting

Spending hours on manual search and applications

speed

Need 50+ applications/day

Or labor market and salary analysis

tune

Need custom for your sites

DOU, LinkedIn, Indeed and other job boards

trending_up

Scale: from freelance to agencies

Development/launch time — from 1 week

Frequently asked questions

Q1 Who benefits from AI job search automation?
The solution is designed for job seekers (IT, developers, managers), recruiters and HR agencies, and developers building custom scrapers. It is especially effective when you need to send 50+ applications per day or analyze the job market.
Q2 What results does AI job search automation deliver?
The system reduces the time for 50 applications from 4 hours to 10 minutes (24x acceleration), increases response rate by 50%, and enables sending 100+ personalized applications per day.
Q3 What technologies power the system?
The tech stack includes Node.js v20 for server logic, Playwright for stealth browser automation, Google Gemini for AI cover letter generation, Google Sheets for data storage, and Express.js for the monitoring dashboard.
Q4 Which job platforms does the system support?
The system can be adapted for any job board: DOU.ua, LinkedIn, Indeed, and other platforms. Customization and launch for specific sites takes from 1 week.
Q5 How does stealth submission and anti-bot bypass work?
Playwright controls a real browser, mimicking human behavior — delays between clicks, scrolling, mouse movements. The system fills out application forms, generates PDFs, and submits them indistinguishably from manual submissions.
Q6 How do personalized cover letters differ from templates?
Google Gemini analyzes each job description — requirements, tech stack, company specifics — and generates a unique letter highlighting the candidate's relevant experience. This is full AI analysis with up to 90% match accuracy.

Want the same results?

Development and launch time — from 1 week. We adapt to your resumes, job sites, and CRM.

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