A. Overview
This service delivers job listing data from Indeed.com, tailored to specific roles, companies, and locations relevant to your needs.
Each dataset includes job title, company name, location, salary (when available), job type, and the full job description.
The final output is delivered in Excel, CSV, or other format.
What You Can Use This For:
1. Competitor Hiring Tracking:
Monitor which roles your competitors are actively hiring for, and how frequently.
2. Salary Benchmarking:
Identify what similar companies are offering for the same roles, by region or job level.
3. Role and Skill Trend Analysis:
Track how job requirements are changing over time, and which skills are showing up more often in listings.
4. Location Planning:
See where specific types of jobs are in high demand — useful for expanding into new cities or remote hiring.
5. Internal Reporting and Planning:
Support recruitment strategy, budgeting, or leadership updates with real, current data — not outdated industry summaries.
B. Parameters
I. Search & Filter Criteria
| Parameter | Description | Example Value |
|---|---|---|
Job Title |
Specific role or position you want to collect data for. | Software Engineer, Marketing Analyst |
Company Name |
Limit results to one or more company names. | Apple, Accenture |
Location |
Filter jobs by city, state, ZIP code, or region. | New York, NY; San Francisco; 10001 |
Keywords |
Additional words that must be present in listings. | remote, AWS, entry-level |
Date Posted |
Only collect jobs posted within a recent time frame. | Last 24 hours, Last 7 days |
Sort By |
Set how listings are ordered before scraping. | Date, Relevance |
II. Job & Candidate Requirements
| Parameter | Description | Example Value |
|---|---|---|
Job Type |
Defines the structure or type of work. | Full-time, Contract, Internship |
Experience Level |
Required years of experience. | Entry, Mid, Senior |
Education Level |
Minimum educational qualification listed. | High School, Bachelor, Master |
Encouraged to Apply |
Tags showing inclusion or specific applicant focus. | No Degree, Fair Chance, Military |
Skills / Tools |
Technical or soft skills mentioned in description. | Python, SQL, Excel, Communication |
III. Compensation & Job Benefits
| Parameter | Description | Example Value |
|---|---|---|
Salary / Pay
|
Base salary, hourly rate, or pay range. | $70,000/year, $30/hr |
Bonus / Benefits
|
Additional compensation elements if listed. | Signing Bonus, RSU, Stock Options |
C. Commonly Extracted Data
I. Job
| Attribute | Description | Example |
|---|---|---|
job_title |
Name of the job role | Data Analyst |
location |
Job location (city, state, zip) | City, State ZIP |
salary_range |
Salary range if available | $60,000 - $90,000 |
description |
Full job description text | Text... |
post_url |
URL to the job posting | https://... |
date_posted |
Date the job was posted | 2025-04-15 |
response_time_days |
Days listed or approximate reply time | 3 |
benefits |
List of benefits | 401(k), Tuition... |
II. Company
| Attribute | Description | Example |
|---|---|---|
company_name |
Name of the company | Company A |
company_url |
Indeed company profile URL | https://... |
rating |
Average company rating | 3.8 |
faq_url |
FAQ or help URL | https://... |
D. Sample Results
Looking for Specific Job Listings?
Tell me what roles, companies, or locations you need — I’ll gather the data and send it in a clean, ready-to-use file.
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