Sold by: Techmap
Deployed on AWS
This dataset includes historical and upcoming job postings for Panama (PA) collected by Techmap since January 2020,
with an average of 5.5k new postings added monthly.
Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards.
Gain actionable insights into emerging technologies and potential prospects to stay competitive.
Overview
About
This job postings data feed provides historical job postings for Panama (PA) collected by Techmap since January 2020 and extended daily. On average, 5.5k new job postings are added each month. Historical job count statistics are available via our Data Explorer at https://jobdatafeeds.com/data/countries/pa .
The job postings are provided in JSONL format (gzipped), with filenames including the date and country code (e.g., techmap_jobs_pa_2025-02-06.jsonl.gz). Each file contains all job postings for that day and country, with each posting on a separate JSON line. New job postings, collected from multiple sources, are added daily with a two-day delay to accommodate job listings relayed through API pipelines. For instance, job listings from January 1st are made available on January 3rd.
Use Cases
With a population of 4.4m, Panama generates a GDP per capita of 14.6k USD and offers job posting data that can be leveraged in various ways to extract actionable insights - for example:
- Sales Intelligence: Find leads, discover lookalike customers, and enhance conversions.
- Competitive Intelligence: Track competitors, analyze offerings, and spot expansion trends.
- Market Intelligence: Identify trends, extract insights, and inform marketing decisions.
- Recruitment Intelligence: Monitor hiring trends, salaries, and used talent pools.
- Job Boards: Backfill profession-, language-, or workplace-specific job boards.
Metadata
| Topic | Description |
|---|---|
| Data Format | JSONL (gzip'ed) |
| Geographic coverage | Panama, but potentially global (see our other offerings here in ADX ) |
| Historical coverage | Starting January 1st 2020 up to end of subscription |
| Update frequency | Daily (two-day delay) |
| File size | On average 50MB (gzip) per file (up to 1GB in rare cases) |
| Number of Job Ads | On average 181.80 daily / 5.5k monthly |
Pricing Information
Available as a 12-month subscription, including historical data since January 2020 and daily updates until the subscription ends.
Additional Information
For individual or larger bundles (e.g., Global, EU, APAC, DACH) contact us at data@techmap.io or visit our job data product website . We can provide datasets for other bundles or countries on ADX within a few days.
Data excerpts / Data samples
Test our free historical dataset for Luxembourg or check our other data samples .
More Questions?
If you have other questions please contact data@techmap.io
About Us
Techmap.io is a global workplace search engine that crawls and collects job postings to analyze technology adoption in companies. We offer the same job postings we use - see jobdatafeeds.com for details.
Details
Sold by
Delivery method
Deployed on AWS
New
Introducing multi-product solutions
You can now purchase comprehensive solutions tailored to use cases and industries.
Features and programs
Financing for AWS Marketplace purchases
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/12 months |
|---|---|---|
Product Access | Dimension that grants access to the product for subscribers. | $2,400.00 |
Dimensions summary
This listing uses a single pricing dimension: Product Access (Units). You buy access to a historical dataset covering job postings for Panama. The dataset is a one-time purchase, not a recurring subscription. It includes all daily job posting data collected for Panama since January 2020. Files arrive as gzip-compressed JSON Lines delivered through AWS Data Exchange. Because there is one dimension, pricing does not scale by volume, users, or time. You pay once for access to the full country dataset.
Top-of-mind questions for buyers
You get every daily job posting file collected for Panama since January 2020 through today. Each file is a gzip-compressed JSON Lines document delivered via AWS Data Exchange. Each posting includes job title, description, company name, location, employment type, work arrangement, salary when stated, skills, and source portal.
A historical dataset is a one-time purchase, not a recurring subscription. You receive all daily data files for Panama from January 2020 to the present. This is the only way to access job postings older than 3 months.
No. You receive the complete Panama dataset and apply your own filters in your pipeline. Duplicate postings stay in the data but carry an isDuplicate flag. You may store, analyze, enrich, and display the postings, but you may not resell the raw data.
jobdatafeeds.com
Helpful?
Vendor refund policy
We do not offer refunds. Please make yourself accustomed to our data by checking our data samples (e.g., https://jobdatafeeds.com/job-data-overview ) before subscribing. Or test our free dataset for Luxembourg (LU) here on AWS Data Exchange (https://aws.amazon.com/marketplace/pp/prodview-p2554p3tczbes ).
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
AWS Data Exchange (ADX)
AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.
Additional details
You will receive access to the following data sets.
Data set name | Type | Historical revisions | Future revisions | Sensitive information | Data dictionaries | Data samples |
|---|---|---|---|---|---|---|
Historical Job Postings for Panama (PA) | All historical revisions | All future revisions | Not included | Not included |
Resources
Vendor resources
Similar products
The Joulica Analytics platform provides realtime customer journey analytics across all customer interaction channels. The platform provides Enterprise grade realtime and historical reporting as well as conversational analytics, agent scorecards and predictive outbound reporting.
Access to historical and forecasted weather data plays a vital role in many industries. This detailed weather file, updated daily with the most up to date information, provides you with a rolling 14 days of daily historical weather information for the most common weather variables that can impact your business each and every day.
Access to historical and forecasted weather data plays a vital role in many industries. This detailed weather file, updated daily with the most up to date information, provides you with a rolling 14 days of daily historical weather information for the most common weather variables that can impact your business each and every day.
Access to historical and forecasted weather data plays a vital role in many industries. This detailed weather file, updated daily with the most up to date information, provides you with a rolling 14 days of daily historical weather information for the most common weather variables that can impact your business each and every day.
Access to historical and forecasted weather data plays a vital role in many industries. This detailed weather file, updated daily with the most up to date information, provides you with a rolling 14 days of daily historical weather information for the most common weather variables that can impact your business each and every day.