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by com.aiapplyd
OverviewDiscussionsAdmin

Analyze Job Description

aiapplyd_analyze_job_description

Extract the ATS keywords and requirements in a job posting, with each term's category, importance and must-have flag. Shows must-have versus nice-to-have requirements so the resume can reflect the posting's own language. Requires a connected AI Applyd account and uses the user's AI credits. Do not use it to read a posting from a link; use aiapplyd_get_matches with job_url. Next: aiapplyd_score_resume or aiapplyd_optimize_resume with the same job description.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
job_descriptionYesFull text of the job description

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
keywordsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • removedInput schema / additionalProperties
      Removed value: -false
  2. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "keywords": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "category": {
+            "type": "string"
+          },
+          "importance": {
+            "type": "number"
+          },
+          "mustHave": {
+            "type": "boolean"
+          },
+          "term": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "term",
+          "category",
+          "importance",
+          "mustHave"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "keywords"
+  ],
+  "type": "object"
+}
  3. First observed

TDQS

Score is being calculated.

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