How do I install the Amazon Jobs Research skill?

Run npx skillmds@latest add crawlora-org/amazon-jobs-research in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Amazon Jobs Research safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Amazon Jobs Research?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Amazon Jobs Research free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Amazon Jobs Research?

Crawlora-org (@crawlora-org) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Amazon Jobs Research by crawlora-org

Name: Amazon Jobs Research
Author: Crawlora-org

Amazon Jobs Research

Researches Amazon.jobs postings via the Crawlora API — search Amazon's public careers site by keyword and/or job category, then pull any single posting's full description and qualifications by job id — returning clean JSON. Use when the user wants to search Amazon job openings, browse a specific Amazon job category, or fetch the detail for one Amazon job posting.

Crawlora-org Updated Sep 17, 2026

File contents

Amazon Jobs search

Search Amazon's public careers site (amazon.jobs) and pull individual job postings as normalized JSON from the Crawlora API, no scraping amazon.jobs by hand.

When to use this skill

"Search Amazon for jobs in ." — keyword/category search on amazon.jobs.
"What is Amazon hiring for in ?" — filter by Amazon's own job-category taxonomy.
"Show me the full listing for Amazon job id ." — pull one posting's description and qualifications.
"What are the newest Amazon job postings for ?" — sort by most recently posted.

Setup (one-time)

Get a free Crawlora API key (2,000 credits/mo, no card) at https://crawlora.net.
Set CRAWLORA_API_KEY in the environment before running the helper.
The helper reads CRAWLORA_API_KEY from the environment and sends requests to https://api.crawlora.net/api/v1. Missing/invalid key → 401.

How it works

Search — /amazon-jobs/search queries amazon.jobs's credential-free search JSON. Either q (text query) or category (Amazon's own job-category taxonomy slug) is required — pass both to narrow further. Optional country (ISO 3166-1 alpha-3) filters by location, sort picks relevant (default) or recent, and limit/page paginate results. Each result already includes the full description and qualifications inline, so a detail call is only needed to re-fetch one posting later.
Job detail — /amazon-jobs/job returns one posting by its numeric Amazon job id (the id field from a search result). Parsed from amazon.jobs's stable server-rendered job page — there is no separate JSON detail endpoint upstream.

Full endpoint list, methods, and params: reference/endpoints.md.

Calling the API

# Search by keyword + country, newest first:
scripts/crawlora.sh /amazon-jobs/search q="software development engineer" country=USA sort=recent | jq '.'

# Fetch one posting by id:
scripts/crawlora.sh /amazon-jobs/job id=2612345 | jq '.'

Use scripts/crawlora.sh for all requests; it keeps the API key out of command-line arguments.

Endpoint reference

See reference/endpoints.md for both Amazon Jobs endpoints this skill uses.

Examples

Category browse: /amazon-jobs/search category=hr-and-recruiting with no text query to list every open role in a category, then page through with page/limit.
Track one posting over time: save the id from a search hit, then poll /amazon-jobs/job id=<id> on a schedule to detect edits or removal (a missing/changed result signals the role closed or was updated).

Notes & limits

Credits / pay-on-success: billed only on 2xx; free tier 2,000 credits/mo. Key at https://crawlora.net.
Public data only — public Amazon.jobs postings; respect Amazon's terms.
Security: key lives in CRAWLORA_API_KEY only — never hardcode, query-param, or commit it.
Either q or category is required on /amazon-jobs/search — a call with neither will fail.
Results are paginated — pass page/limit (max 100 per page) to walk the full list.

---name: amazon-jobs-researchdescription: Researches Amazon.jobs postings via the Crawlora API — search Amazon's public careers site by keyword and/or job category, then pull any single posting's full description and qualifications by job id — returning clean JSON. Use when the user wants to search Amazon job openings, browse a specific Amazon job category, or fetch the detail for one Amazon job posting.---# Amazon Jobs searchSearch Amazon's public careers site (amazon.jobs) and pull individual jobpostings as normalized JSON from the Crawlora API, no scraping amazon.jobsby hand.## When to use this skill- "Search Amazon for <role> jobs in <country>." — keyword/category search on amazon.jobs.- "What is Amazon hiring for in <category>?" — filter by Amazon's own job-category taxonomy.- "Show me the full listing for Amazon job id <id>." — pull one posting's description and qualifications.- "What are the newest Amazon job postings for <role>?" — sort by most recently posted.## Setup (one-time)- Get a free Crawlora API key (2,000 credits/mo, no card) at [https://crawlora.net](https://crawlora.net?utm_source=github&utm_medium=referral&utm_campaign=crawlora-skills).- Set `CRAWLORA_API_KEY` in the environment before running the helper.- The helper reads `CRAWLORA_API_KEY` from the environment and sends requests to `https://api.crawlora.net/api/v1`. Missing/invalid key → `401`.## How it works1. **Search** — `/amazon-jobs/search` queries amazon.jobs's credential-free search JSON. Either `q` (text query) or `category` (Amazon's own job-category taxonomy slug) is required — pass both to narrow further. Optional `country` (ISO 3166-1 alpha-3) filters by location, `sort` picks `relevant` (default) or `recent`, and `limit`/`page` paginate results. Each result already includes the full description and qualifications inline, so a detail call is only needed to re-fetch one posting later.2. **Job detail** — `/amazon-jobs/job` returns one posting by its numeric Amazon job `id` (the `id` field from a search result). Parsed from amazon.jobs's stable server-rendered job page — there is no separate JSON detail endpoint upstream.Full endpoint list, methods, and params: [`reference/endpoints.md`](reference/endpoints.md).## Calling the API```sh# Search by keyword + country, newest first:scripts/crawlora.sh /amazon-jobs/search q="software development engineer" country=USA sort=recent | jq '.'# Fetch one posting by id:scripts/crawlora.sh /amazon-jobs/job id=2612345 | jq '.'```Use `scripts/crawlora.sh` for all requests; it keeps the API key out of command-line arguments.## Endpoint referenceSee [`reference/endpoints.md`](reference/endpoints.md) for both Amazon Jobsendpoints this skill uses.## Examples- **Category browse:** `/amazon-jobs/search category=hr-and-recruiting` with no text query to list every open role in a category, then page through with `page`/`limit`.- **Track one posting over time:** save the `id` from a search hit, then poll `/amazon-jobs/job id=<id>` on a schedule to detect edits or removal (a missing/changed result signals the role closed or was updated).## Notes & limits- **Credits / pay-on-success:** billed only on `2xx`; free tier 2,000 credits/mo. Key at [https://crawlora.net](https://crawlora.net?utm_source=github&utm_medium=referral&utm_campaign=crawlora-skills).- **Public data only** — public Amazon.jobs postings; respect Amazon's terms.- **Security:** key lives in `CRAWLORA_API_KEY` only — never hardcode, query-param, or commit it.- **Either `q` or `category` is required** on `/amazon-jobs/search` — a call with neither will fail.- Results are paginated — pass `page`/`limit` (max 100 per page) to walk the full list.

Frequently asked questions