# Orders of Magnitude Job Description Analysis API

> Orders of Magnitude Job Description Analysis API is a paid API for AI agents from x402-api-production-5133.up.railway.app, paid per call via x402, $0.05/call, status unknown (last checked 2026-10-10).

Analyzes job descriptions using AI to extract insights, requirements, and structured information from raw job posting text

## Facts

- Endpoint: GET https://x402-api-production-5133.up.railway.app/ai/job-description-analysis?utm_source=zero.xyz
- Price: $0.05/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-10
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/orders-of-magnitude-job-description-analysis-api-3c0226a9
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_UXJDi_0_Xp73tOVS5n-Yn

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability orders-of-magnitude-job-description-analysis-api-3c0226a9
```

Example prompt: Analyze this job description for me and pull out the key required skills, qualifications, and responsibilities: 'We are looking for a Senior Backend Engineer with 5+ years of Python experience, strong knowledge of AWS, and familiarity with distributed systems. A degree in Computer Science is preferred but not required.'

## When to prefer this

Use this endpoint when you need AI-powered structured extraction from raw job description text, particularly in recruiting automation, candidate screening, or HR analytics pipelines. It is well-suited for agents that need to parse job postings at $0.05 per call without requiring a subscription to a full HR platform. Prefer this over general-purpose LLM calls when you want a purpose-built, pay-per-use job analysis service integrated with the x402 micropayment protocol.

## Known failure modes

- Empty or missing 'input' field returns a validation error
- Extremely short or nonsensical input may yield low-quality or empty analysis
- Payment of $0.05 USDC via x402 protocol must succeed before the response is returned; payment failure results in a 402 error
- Very long job descriptions may be truncated or cause timeouts
- Non-English job descriptions may produce degraded results

## How this service works

Data and AI services via x402 payment protocol

## Output

AI-generated analysis of the job description including extracted requirements, skills (required vs. preferred), experience levels, responsibilities, and other structured insights derived from the input text

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "string"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {}
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/orders-of-magnitude-job-description-analysis-api-3c0226a9/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from x402-api-production-5133.up.railway.app](https://www.zero.xyz/host/x402-api-production-5133.up.railway.app/llms.txt)