Research medium to set up

Log And Analyze Job Postings

Send job postings via Telegram to log them in Sheets with extracted details or request a market trends report.

Verified 2026-07-07

HR-RecruitingData-Analyst

What it does

Receive job postings via Telegram to automatically extract key details like company, role, and salary into your Google Sheets for easy tracking. You can also request a market trends report anytime by sending a specific command, which generates insights based on the stored data.

How it works

When it runs: Triggered by an event · Manual · on new Telegram message or /report command
How hands-off: Assists you, you do the final step
Setup: An afternoon · about an afternoon
Works with: Telegram, Anthropic, Google Sheets

Tools that fit

Services

Telegram : Receive job postings and send reports

Google Sheets : Store logged job details

LLM

Anthropic : Extract structured data and generate trend analysis

Watch out for

Salary data often appears as text ranges rather than numbers so you must add a normalization step to convert strings like '100k-120k' into numeric averages for analysis.
Telegram message lengths can exceed limits or contain special characters so implement robust error handling and sanitization before sending data to the extraction model.
Google Sheets API quotas are strict so add caching logic to batch updates or check remaining quota to avoid runtime failures during high-volume ingestion.
The LLM might hallucinate salary figures if they are not explicitly stated in the job post so include a validation rule that flags entries with missing numeric data for manual review.

Seen in the wild

n8n: Log and analyze job postings with Telegram, Claude, and Google Sheets template

Want this running in your business?

This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.

Get in touch

Who it's for

Built for HR and recruiting teams who need a repeatable first pass, not a one-off.

Analysts get a ready-made pattern for turning raw numbers into a report someone will actually read.

Frequently asked questions

Who is this for?

HR and recruiting teams and data analysts, or anyone doing research work who wants this handled automatically rather than manually.

How long does it take to set up?

An afternoon: plan for about an afternoon to get it running end to end.

Related use cases

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