90% faster data capture

AI Job Listing Extraction Agent

From scattered postings to structured data

Stop manually copying job details from postings. This AI agent reads any job listing, extracts critical information like requirements, qualifications, compensation, and responsibilities, and delivers clean, structured data ready for your ATS or analysis.

Ideal for

Recruiting Teams

Talent Acquisition

HR Operations

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Job Listing Extraction Agent in action

Play video

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Job Listing Extraction Agent in action

Play video

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Job Listing Extraction Agent in action

Play video

Job Board Data Import

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Job Listing Extraction Agent in action

Play video

Time comparison

Time comparison

Traditional way

3-4 hours per batch

With V7 Go agents

5-10 minutes

Average time saved

90%

Why V7 Go

Why V7 Go

Automated Requirement Extraction

Instantly identifies and extracts job requirements, qualifications, experience levels, and technical skills from any job posting, regardless of format or structure.

Automated Requirement Extraction

Instantly identifies and extracts job requirements, qualifications, experience levels, and technical skills from any job posting, regardless of format or structure.

Automated Requirement Extraction

Instantly identifies and extracts job requirements, qualifications, experience levels, and technical skills from any job posting, regardless of format or structure.

Automated Requirement Extraction

Instantly identifies and extracts job requirements, qualifications, experience levels, and technical skills from any job posting, regardless of format or structure.

Compensation & Benefits Parsing

Accurately captures salary ranges, bonus structures, benefits packages, and other compensation details, making it easy to benchmark roles and create competitive offers.

Compensation & Benefits Parsing

Accurately captures salary ranges, bonus structures, benefits packages, and other compensation details, making it easy to benchmark roles and create competitive offers.

Compensation & Benefits Parsing

Accurately captures salary ranges, bonus structures, benefits packages, and other compensation details, making it easy to benchmark roles and create competitive offers.

Compensation & Benefits Parsing

Accurately captures salary ranges, bonus structures, benefits packages, and other compensation details, making it easy to benchmark roles and create competitive offers.

Responsibility & Duty Mapping

Extracts primary responsibilities, day-to-day duties, and reporting structures to create a clear picture of each role and match candidates more effectively.

Responsibility & Duty Mapping

Extracts primary responsibilities, day-to-day duties, and reporting structures to create a clear picture of each role and match candidates more effectively.

Responsibility & Duty Mapping

Extracts primary responsibilities, day-to-day duties, and reporting structures to create a clear picture of each role and match candidates more effectively.

Responsibility & Duty Mapping

Extracts primary responsibilities, day-to-day duties, and reporting structures to create a clear picture of each role and match candidates more effectively.

Bulk Processing from Multiple Sources

Processes job postings from job boards, internal systems, email submissions, and PDFs simultaneously, consolidating data from scattered sources into one structured format.

Bulk Processing from Multiple Sources

Processes job postings from job boards, internal systems, email submissions, and PDFs simultaneously, consolidating data from scattered sources into one structured format.

Bulk Processing from Multiple Sources

Processes job postings from job boards, internal systems, email submissions, and PDFs simultaneously, consolidating data from scattered sources into one structured format.

Bulk Processing from Multiple Sources

Processes job postings from job boards, internal systems, email submissions, and PDFs simultaneously, consolidating data from scattered sources into one structured format.

Standardized Data Format

Normalizes all extracted data into a consistent structure that integrates seamlessly with your ATS, HRIS, or recruitment analytics platform.

Standardized Data Format

Normalizes all extracted data into a consistent structure that integrates seamlessly with your ATS, HRIS, or recruitment analytics platform.

Standardized Data Format

Normalizes all extracted data into a consistent structure that integrates seamlessly with your ATS, HRIS, or recruitment analytics platform.

Standardized Data Format

Normalizes all extracted data into a consistent structure that integrates seamlessly with your ATS, HRIS, or recruitment analytics platform.

Verified Source Citations

Every extracted data point is linked back to its source location in the original job posting, ensuring transparency and making it easy to verify accuracy.

Verified Source Citations

Every extracted data point is linked back to its source location in the original job posting, ensuring transparency and making it easy to verify accuracy.

Verified Source Citations

Every extracted data point is linked back to its source location in the original job posting, ensuring transparency and making it easy to verify accuracy.

Verified Source Citations

Every extracted data point is linked back to its source location in the original job posting, ensuring transparency and making it easy to verify accuracy.

Extracts structured data from any job posting

To power your recruitment operations.

Get started

Get started

Import your files

Greenhouse

,

Workday

,

Google Sheets

Import your files from whereever they are currently stored

Customer voices

Customer voices

Connect AI to your recruitment workflow.

Connect AI to your recruitment workflow.

Trusted by leading talent acquisition teams.

Trusted by leading talent acquisition teams.

Finance

Legal

Insurance

Tax

Real Estate

Finance

Legal

Insurance

Tax

Real Estate

Finance

Legal

Insurance

Tax

Real Estate

Customer Voices

Features

Features

Results you can actually trust.
Reliable AI document processing toolkit.

Results you can trust.
Trustworthy AI document processing toolkit.

Supporting any job posting format.

From any source.

Job postings come in countless formats and styles. This agent handles everything from LinkedIn postings and job board exports to internal Word documents and email submissions. It extracts data consistently regardless of layout, terminology, or source.

Input types

50+ languages

Multiple Sources

Variable Formats

Unstructured Text

Document types

PDFs

Web Pages

Word Docs

Email Text

CSV Exports

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting any job posting format.

From any source.

Job postings come in countless formats and styles. This agent handles everything from LinkedIn postings and job board exports to internal Word documents and email submissions. It extracts data consistently regardless of layout, terminology, or source.

Input types

50+ languages

Multiple Sources

Variable Formats

Unstructured Text

Document types

PDFs

Web Pages

Word Docs

Email Text

CSV Exports

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting any job posting format.

From any source.

Job postings come in countless formats and styles. This agent handles everything from LinkedIn postings and job board exports to internal Word documents and email submissions. It extracts data consistently regardless of layout, terminology, or source.

Input types

50+ languages

Multiple Sources

Variable Formats

Unstructured Text

Document types

PDFs

Web Pages

Word Docs

Email Text

CSV Exports

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate

through intelligent parsing.

Job posting data extraction requires understanding context and nuance. This agent uses multi-step reasoning to accurately identify requirements, qualifications, and compensation details even when they're buried in prose or formatted inconsistently.

Model providers

Security note

V7 never trains models on your private data. We keep your data encrypted and allow you to deploy your own models.

Answer

Type

Text

Tool

o4 Mini

Reasoning effort

Min

Low

Mid

High

AI Citations

Inputs

Set a prompt (Press @ to mention an input)

Reach 99% accuracy rate

through intelligent parsing.

Job posting data extraction requires understanding context and nuance. This agent uses multi-step reasoning to accurately identify requirements, qualifications, and compensation details even when they're buried in prose or formatted inconsistently.

Model providers

Security note

V7 never trains models on your private data. We keep your data encrypted and allow you to deploy your own models.

Answer

Type

Text

Tool

o4 Mini

Reasoning effort

Min

Low

Mid

High

AI Citations

Inputs

Set a prompt (Press @ to mention an input)

Reach 99% accuracy rate

through intelligent parsing.

Job posting data extraction requires understanding context and nuance. This agent uses multi-step reasoning to accurately identify requirements, qualifications, and compensation details even when they're buried in prose or formatted inconsistently.

Model providers

Security note

V7 never trains models on your private data. We keep your data encrypted and allow you to deploy your own models.

Answer

Type

Text

Tool

o4 Mini

Reasoning effort

Min

Low

Mid

High

AI Citations

Inputs

Set a prompt (Press @ to mention an input)

Trustworthy results,

grounded in source documents.

Every extracted data point is visually linked back to its precise location in the original job posting. This creates a complete audit trail and makes it easy for your team to verify accuracy and resolve any questions.

Visual grounding in action

00:54

Deliberate Misrepresentation: During the trial, evidence was presented showing that John Doe deliberately misrepresented his income on multiple occasions over several years. This included falsifying documents, underreporting income, and inflating deductions to lower his tax liability. Such deliberate deception demonstrates intent to evade taxes.

Pattern of Behavior: The prosecution demonstrated a consistent pattern of behavior by John Doe, spanning several years, wherein he consistently failed to report substantial portions of his income. This pattern suggested a systematic attempt to evade taxes rather than mere oversight or misunderstanding.

Concealment of Assets: Forensic accounting revealed that John Doe had taken significant steps to conceal his assets offshore, including setting up shell companies and using complex financial structures to hide income from tax authorities. Such elaborate schemes indicate a deliberate effort to evade taxes and avoid detection.

Failure to Cooperate: Throughout the investigation and trial, John Doe displayed a lack of cooperation with tax authorities. He refused to provide requested documentation, obstructed the audit process, and failed to disclose relevant financial information. This obstructionism further supported the prosecution's argument of intentional tax evasion.

Prior Warning and Ignoring Compliance

02

01

01

02

Trustworthy results,

grounded in source documents.

Every extracted data point is visually linked back to its precise location in the original job posting. This creates a complete audit trail and makes it easy for your team to verify accuracy and resolve any questions.

Visual grounding in action

00:54

Deliberate Misrepresentation: During the trial, evidence was presented showing that John Doe deliberately misrepresented his income on multiple occasions over several years. This included falsifying documents, underreporting income, and inflating deductions to lower his tax liability. Such deliberate deception demonstrates intent to evade taxes.

Pattern of Behavior: The prosecution demonstrated a consistent pattern of behavior by John Doe, spanning several years, wherein he consistently failed to report substantial portions of his income. This pattern suggested a systematic attempt to evade taxes rather than mere oversight or misunderstanding.

Concealment of Assets: Forensic accounting revealed that John Doe had taken significant steps to conceal his assets offshore, including setting up shell companies and using complex financial structures to hide income from tax authorities. Such elaborate schemes indicate a deliberate effort to evade taxes and avoid detection.

Failure to Cooperate: Throughout the investigation and trial, John Doe displayed a lack of cooperation with tax authorities. He refused to provide requested documentation, obstructed the audit process, and failed to disclose relevant financial information. This obstructionism further supported the prosecution's argument of intentional tax evasion.

Prior Warning and Ignoring Compliance

02

01

01

02

Trustworthy results,

grounded in source documents.

Every extracted data point is visually linked back to its precise location in the original job posting. This creates a complete audit trail and makes it easy for your team to verify accuracy and resolve any questions.

Visual grounding in action

00:54

Deliberate Misrepresentation: During the trial, evidence was presented showing that John Doe deliberately misrepresented his income on multiple occasions over several years. This included falsifying documents, underreporting income, and inflating deductions to lower his tax liability. Such deliberate deception demonstrates intent to evade taxes.

Pattern of Behavior: The prosecution demonstrated a consistent pattern of behavior by John Doe, spanning several years, wherein he consistently failed to report substantial portions of his income. This pattern suggested a systematic attempt to evade taxes rather than mere oversight or misunderstanding.

Concealment of Assets: Forensic accounting revealed that John Doe had taken significant steps to conceal his assets offshore, including setting up shell companies and using complex financial structures to hide income from tax authorities. Such elaborate schemes indicate a deliberate effort to evade taxes and avoid detection.

Failure to Cooperate: Throughout the investigation and trial, John Doe displayed a lack of cooperation with tax authorities. He refused to provide requested documentation, obstructed the audit process, and failed to disclose relevant financial information. This obstructionism further supported the prosecution's argument of intentional tax evasion.

Prior Warning and Ignoring Compliance

02

01

01

02

Enterprise grade security

for sensitive hiring data.

Job postings and hiring data are confidential. V7 Go processes all job data within your secure environment, ensuring compliance with data privacy standards and protecting your competitive hiring strategies.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise grade security

for sensitive hiring data.

Job postings and hiring data are confidential. V7 Go processes all job data within your secure environment, ensuring compliance with data privacy standards and protecting your competitive hiring strategies.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise grade security

for sensitive hiring data.

Job postings and hiring data are confidential. V7 Go processes all job data within your secure environment, ensuring compliance with data privacy standards and protecting your competitive hiring strategies.

Certifications

GPDR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

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Answers

Answers

What you need to know about our

AI Job Listing Extraction Agent

How accurate is the job data extraction?

The agent achieves high accuracy by understanding job posting structure and context. Every extracted field is visually linked to the source document, allowing your team to quickly verify results and flag any edge cases for manual review.

+

How accurate is the job data extraction?

The agent achieves high accuracy by understanding job posting structure and context. Every extracted field is visually linked to the source document, allowing your team to quickly verify results and flag any edge cases for manual review.

+

How accurate is the job data extraction?

The agent achieves high accuracy by understanding job posting structure and context. Every extracted field is visually linked to the source document, allowing your team to quickly verify results and flag any edge cases for manual review.

+

What job posting formats can it handle?

The agent processes any job posting format: PDFs, Word documents, web pages, email submissions, and text files. It adapts to different layouts, writing styles, and organizational structures without requiring templates or pre-formatting.

+

What job posting formats can it handle?

The agent processes any job posting format: PDFs, Word documents, web pages, email submissions, and text files. It adapts to different layouts, writing styles, and organizational structures without requiring templates or pre-formatting.

+

What job posting formats can it handle?

The agent processes any job posting format: PDFs, Word documents, web pages, email submissions, and text files. It adapts to different layouts, writing styles, and organizational structures without requiring templates or pre-formatting.

+

Can it extract data from multiple job boards at once?

Yes. The agent can process job postings from LinkedIn, Indeed, Glassdoor, your company careers page, internal job boards, and any other source. It normalizes all data into a single, consistent format regardless of source.

+

Can it extract data from multiple job boards at once?

Yes. The agent can process job postings from LinkedIn, Indeed, Glassdoor, your company careers page, internal job boards, and any other source. It normalizes all data into a single, consistent format regardless of source.

+

Can it extract data from multiple job boards at once?

Yes. The agent can process job postings from LinkedIn, Indeed, Glassdoor, your company careers page, internal job boards, and any other source. It normalizes all data into a single, consistent format regardless of source.

+

How does it integrate with our ATS?

The agent delivers structured data in JSON, CSV, or Excel format that maps directly to your ATS fields. We can also configure custom integrations with systems like Workday, Greenhouse, or Lever to push data automatically.

+

How does it integrate with our ATS?

The agent delivers structured data in JSON, CSV, or Excel format that maps directly to your ATS fields. We can also configure custom integrations with systems like Workday, Greenhouse, or Lever to push data automatically.

+

How does it integrate with our ATS?

The agent delivers structured data in JSON, CSV, or Excel format that maps directly to your ATS fields. We can also configure custom integrations with systems like Workday, Greenhouse, or Lever to push data automatically.

+

Can it identify salary ranges and benefits?

Absolutely. The agent extracts salary ranges, bonus structures, equity packages, health benefits, remote work policies, and other compensation details. It standardizes this data for easy comparison across roles and markets.

+

Can it identify salary ranges and benefits?

Absolutely. The agent extracts salary ranges, bonus structures, equity packages, health benefits, remote work policies, and other compensation details. It standardizes this data for easy comparison across roles and markets.

+

Can it identify salary ranges and benefits?

Absolutely. The agent extracts salary ranges, bonus structures, equity packages, health benefits, remote work policies, and other compensation details. It standardizes this data for easy comparison across roles and markets.

+

How does it handle international job postings?

The agent supports job postings in 50+ languages and understands regional variations in job titles, qualifications, and compensation structures. It normalizes international data into your preferred format and currency.

+

How does it handle international job postings?

The agent supports job postings in 50+ languages and understands regional variations in job titles, qualifications, and compensation structures. It normalizes international data into your preferred format and currency.

+

How does it handle international job postings?

The agent supports job postings in 50+ languages and understands regional variations in job titles, qualifications, and compensation structures. It normalizes international data into your preferred format and currency.

+

Next steps

Next steps

Still manually copying job posting data?

Send us a batch of job postings from your job board or internal system, and we'll show you how to extract all the data in minutes.

Uncover hidden liabilities

in

supplier contracts.

V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:

  • Mercedes-Benz logo
    SMC  logo
    Centerline logo
    Alaris logo

Uncover hidden liabilities

in

supplier contracts.

V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:

  • Mercedes-Benz logo
    SMC  logo
    Centerline logo
    Alaris logo