n8n Automation for Job Application 1
Budget: ₹600 – ₹1,500 INR
I’ve mapped out a process to apply to roles on LinkedIn, Indeed, and Glassdoor automatically and now need a polished n8n workflow that ties it all together.
Please note before bidding Payment In Indian Rupees INR
You’ll receive my CV, cover-letter templates, and the messaging formats I already use. Your task is to translate that into a clean, modular n8n setup that can:
• pull each opportunity from a sheet or form,
• generate the appropriate documents from my templates,
• submit the application through the portal’s API or form endpoint, and
• notify me once the application lands.
Fixed Deadlines
Standard fields are fine; no elaborate custom objects are necessary—just a rock-solid flow that I can tweak later without digging into code.
Please make the nodes readable, add brief inline notes where the logic isn’t obvious, and include a short Loom or written walkthrough so I can maintain it myself. Stability, error handling, and the ability to swap in fresh templates are more important than flashy extras. If you’ve automated outreach or hiring funnels before, you’ll feel right at home.
Final and complete clarification from my side so we are fully aligned:
The goal of this project is to build a stable, maintainable, and extensible n8n-based job-application system.
This is a foundation system, not a one-off script.
1) Job Input (Flexible)
Job entries may come from:
• a structured source (Google Sheet / Form / JSON), OR
• a direct job posting URL (career page / job description).
The workflow must support both without breaking.
2) Job Understanding
For each job, the workflow should read the job description and extract key information
(role, skills, keywords, seniority, requirements). This understanding will drive document selection and customization.
3) CV & Cover Letter Generation
CV and cover letters must be template-driven and modular.
Content may be selected or lightly adapted based on job requirements, while keeping structure consistent.
No uncontrolled free-form rewriting or unsafe automation.
4) Application Submission
Applications should be submitted via APIs or form endpoints where feasible.
No unsafe CAPTCHA bypassing.
If automation is blocked or unsupported, log it clearly and mark the case as “manual required”.
5) Safeguards & Stability (Very Important)
• Prevent duplicate applications (same company + role + URL)
• Basic error handling, retries, and clear logging
• Rate limiting and delays to avoid platform flags
• A test/dry-run mode (generate + log without submitting)
• A simple global pause/override switch
6) Notifications & Tracking
After each attempt, log:
• job source
• documents/version used
• success/failure
• timestamp and error reason (if any)
Send a notification after each attempt.
7) Follow-up Support (Assisted)
If an HR/recruiter email is available:
• prepare a follow-up draft after X days
• notify me for manual review and sending
No blind auto-sending.
8) Referral / Warm Outreach Support (Assisted)
Optionally generate personalized LinkedIn or email outreach drafts to employees at the target company
for referrals or guidance, with:
• strict rate limits
• manual approval before sending
• clear logging of who was contacted
9) Engineering & Ownership
• Modular n8n workflows
• Clear node naming + brief inline notes
• Easy swapping of CV/cover-letter templates
• Exported workflow + short Loom or written walkthrough so I can maintain and extend it myself
Please confirm:
• what is realistically achievable in 2 days,
• what will be included in v1 within the ₹1500 budget,
• and what should be planned as a later phase.
Once confirmed, we can proceed immediately.
Please note before bidding Payment In Indian Rupees INR
You’ll receive my CV, cover-letter templates, and the messaging formats I already use. Your task is to translate that into a clean, modular n8n setup that can:
• pull each opportunity from a sheet or form,
• generate the appropriate documents from my templates,
• submit the application through the portal’s API or form endpoint, and
• notify me once the application lands.
Fixed Deadlines
Standard fields are fine; no elaborate custom objects are necessary—just a rock-solid flow that I can tweak later without digging into code.
Please make the nodes readable, add brief inline notes where the logic isn’t obvious, and include a short Loom or written walkthrough so I can maintain it myself. Stability, error handling, and the ability to swap in fresh templates are more important than flashy extras. If you’ve automated outreach or hiring funnels before, you’ll feel right at home.
Final and complete clarification from my side so we are fully aligned:
The goal of this project is to build a stable, maintainable, and extensible n8n-based job-application system.
This is a foundation system, not a one-off script.
1) Job Input (Flexible)
Job entries may come from:
• a structured source (Google Sheet / Form / JSON), OR
• a direct job posting URL (career page / job description).
The workflow must support both without breaking.
2) Job Understanding
For each job, the workflow should read the job description and extract key information
(role, skills, keywords, seniority, requirements). This understanding will drive document selection and customization.
3) CV & Cover Letter Generation
CV and cover letters must be template-driven and modular.
Content may be selected or lightly adapted based on job requirements, while keeping structure consistent.
No uncontrolled free-form rewriting or unsafe automation.
4) Application Submission
Applications should be submitted via APIs or form endpoints where feasible.
No unsafe CAPTCHA bypassing.
If automation is blocked or unsupported, log it clearly and mark the case as “manual required”.
5) Safeguards & Stability (Very Important)
• Prevent duplicate applications (same company + role + URL)
• Basic error handling, retries, and clear logging
• Rate limiting and delays to avoid platform flags
• A test/dry-run mode (generate + log without submitting)
• A simple global pause/override switch
6) Notifications & Tracking
After each attempt, log:
• job source
• documents/version used
• success/failure
• timestamp and error reason (if any)
Send a notification after each attempt.
7) Follow-up Support (Assisted)
If an HR/recruiter email is available:
• prepare a follow-up draft after X days
• notify me for manual review and sending
No blind auto-sending.
8) Referral / Warm Outreach Support (Assisted)
Optionally generate personalized LinkedIn or email outreach drafts to employees at the target company
for referrals or guidance, with:
• strict rate limits
• manual approval before sending
• clear logging of who was contacted
9) Engineering & Ownership
• Modular n8n workflows
• Clear node naming + brief inline notes
• Easy swapping of CV/cover-letter templates
• Exported workflow + short Loom or written walkthrough so I can maintain and extend it myself
Please confirm:
• what is realistically achievable in 2 days,
• what will be included in v1 within the ₹1500 budget,
• and what should be planned as a later phase.
Once confirmed, we can proceed immediately.