One skill vocabulary for every profile your users source

import requests

resp = requests.post(
    "https://hirelayer.co/api/v1/skills/resolve",
    headers={"X-API-Key": API_KEY},
    json={"text": "React, Node, Cobol, gestion de projet", "language": "en"},
    timeout=65,
)
resp.raise_for_status()
result = resp.json()

for skill in result["skills"]:
    profile.add_skill(
        raw=skill["mention"],
        skill_id=skill["id"],  # store and filter on the id
        name=skill["name"],
    )
for part in result["unresolved"]:
    profile.flag_for_review(part["text"])  # never guessed
profile.taxonomy_version = result["taxonomy_version"]

{
  "language": "en",
  "skills": [
    {
      "id": "react",
      "name": "React",
      "type": "software",
      "mention": "React",
      "families": [
        {
          "id": "frontend_development",
          "name": "Frontend development",
          "domain_id": "software_development"
        }
      ],
      "domains": [
        { "id": "software_development", "name": "Software Development" }
      ],
      "broader": null
    },
    // type, families, domains and broader left out below
    { "id": "node_js", "name": "Node.js", "mention": "Node" },
    { "id": "cobol", "name": "COBOL", "mention": "Cobol" },
    {
      "id": "project_management",
      "name": "Project management",
      "mention": "gestion de projet"
    }
  ],
  "unresolved": [],
  "taxonomy_version": "v1"
}