feat: personalize scoring and add skills radar

tests/unit/test_relevance.py

@@ -1,4 +1,11 @@
-from apps.jobs.services.relevance import assess_it_relevance, profile_requires_it_focus
+import pytest
+
+from apps.jobs.models import JobPosting
+from apps.jobs.services.relevance import (
+    assess_it_relevance,
+    it_relevance_query,
+    profile_requires_it_focus,
+)
 
 
 def test_title_led_it_relevance_accepts_clear_it_roles():
@@ -30,6 +37,34 @@ def test_title_led_it_relevance_rejects_non_it_and_ambiguous_roles():
         assert assessment.reason
 
 
+def test_ambiguous_field_role_requires_strong_it_context():
+    accepted = assess_it_relevance(
+        "Field Service Engineer",
+        "Installatie van Microsoft 365, Windows Server en netwerkswitches bij klanten.",
+    )
+    rejected = assess_it_relevance(
+        "Field Service Engineer",
+        "Onderhoud en herstelling van industriële HVAC- en koelinstallaties.",
+    )
+
+    assert accepted.relevant
+    assert "vacaturetekst" in accepted.reason
+    assert not rejected.relevant
+    assert "Ambigue technische functietitel" in rejected.reason
+
+
+@pytest.mark.django_db
+def test_database_it_query_matches_contextual_assessment(job):
+    job.original_title = "Field Service Engineer"
+    job.description_text = "Implementeer Intune, Windows Server en VPN-oplossingen bij klanten."
+    job.save(update_fields=["original_title", "description_text"])
+    assert JobPosting.objects.filter(it_relevance_query(), pk=job.pk).exists()
+
+    job.description_text = "Onderhoud industriële pompen en productielijnen."
+    job.save(update_fields=["description_text"])
+    assert not JobPosting.objects.filter(it_relevance_query(), pk=job.pk).exists()
+
+
 def test_active_it_profile_requires_deterministic_it_focus(profile):
     assert profile_requires_it_focus(profile)