feat: personalize scoring and add skills radar

apps/profiles/forms.py

@@ -5,55 +5,12 @@ import re
 from django import forms
 
 from .models import SearchProfile
-
-TITLE_CHOICES = (
-    ("system engineer", "System engineer"),
-    ("infrastructure engineer", "Infrastructure engineer"),
-    ("cloud engineer", "Cloud engineer"),
-    ("devops engineer", "DevOps engineer"),
-    ("network engineer", "Network engineer"),
-    ("security engineer", "Security engineer"),
-    ("workplace engineer", "Workplace engineer"),
-    ("support engineer", "Support engineer"),
-    ("software engineer", "Software engineer"),
-    ("data engineer", "Data engineer"),
-    ("solution architect", "Solution architect"),
-    ("project manager", "Projectmanager"),
-)
-
-EXCLUDED_TITLE_CHOICES = (
-    ("sales", "Sales"),
-    ("recruiter", "Recruiter"),
-    ("account manager", "Accountmanager"),
-    ("callcenter", "Callcenter"),
-    ("stage", "Stage"),
-    ("student", "Studentenjob"),
-)
-
-SKILL_CHOICES = (
-    ("azure", "Microsoft Azure"),
-    ("aws", "AWS"),
-    ("microsoft 365", "Microsoft 365"),
-    ("active directory", "Active Directory"),
-    ("entra id", "Entra ID"),
-    ("intune", "Microsoft Intune"),
-    ("linux", "Linux"),
-    ("windows server", "Windows Server"),
-    ("networking", "Netwerken"),
-    ("security", "Security"),
-    ("python", "Python"),
-    ("powershell", "PowerShell"),
-    ("terraform", "Terraform"),
-    ("docker", "Docker"),
-    ("kubernetes", "Kubernetes"),
-    ("ci/cd", "CI/CD"),
-)
-
-EXCLUDED_SKILL_CHOICES = (
-    ("cold calling", "Cold calling"),
-    ("door to door", "Deur-aan-deurverkoop"),
-    ("commission only", "Alleen commissieloon"),
-    ("night shift", "Nachtwerk"),
+from .taxonomy import (
+    EXCLUDED_SKILL_CHOICES,
+    EXCLUDED_TITLE_CHOICES,
+    SKILL_CHOICES,
+    TITLE_CHOICES,
+    iter_choices,
 )
 
 EMPLOYMENT_CHOICES = (
@@ -91,27 +48,31 @@ class SearchProfileForm(forms.ModelForm):
         label="Gewenste functietitels",
         required=False,
         choices=TITLE_CHOICES,
-        widget=forms.CheckboxSelectMultiple,
-        help_text="Selecteer alle rollen die bij je zoekrichting passen.",
+        widget=forms.CheckboxSelectMultiple(attrs={"class": "grouped-choices"}),
+        help_text="Selecteer alle rollen die bij je zoekrichting passen; de beste titelmatch telt.",
     )
     excluded_titles = forms.MultipleChoiceField(
         label="Uitgesloten functietitels",
         required=False,
         choices=EXCLUDED_TITLE_CHOICES,
-        widget=forms.CheckboxSelectMultiple,
+        widget=forms.CheckboxSelectMultiple(attrs={"class": "grouped-choices"}),
         help_text="Vacatures met deze titelwoorden worden hard uitgesloten.",
     )
     desired_skills = forms.MultipleChoiceField(
         label="Gewenste skills",
         required=False,
         choices=SKILL_CHOICES,
-        widget=forms.CheckboxSelectMultiple,
+        widget=forms.CheckboxSelectMultiple(attrs={"class": "grouped-choices"}),
+        help_text=(
+            "Kies je herkenbare cv-skills ruim. Maximaal vier aangetroffen skills volstaan voor "
+            "de volledige skillcomponent; extra keuzes verwateren je score niet."
+        ),
     )
     excluded_skills = forms.MultipleChoiceField(
         label="Uitgesloten kenmerken",
         required=False,
         choices=EXCLUDED_SKILL_CHOICES,
-        widget=forms.CheckboxSelectMultiple,
+        widget=forms.CheckboxSelectMultiple(attrs={"class": "grouped-choices"}),
     )
     allowed_employment_types = forms.MultipleChoiceField(
         label="Toegestane contractvormen",
@@ -145,6 +106,7 @@ class SearchProfileForm(forms.ModelForm):
             "is_active",
             "home_postal_code",
             "max_distance_km",
+            "experience_years",
             "desired_titles",
             "excluded_titles",
             "desired_skills",
@@ -163,6 +125,7 @@ class SearchProfileForm(forms.ModelForm):
             "is_active": "Actief profiel",
             "home_postal_code": "Thuispostcode",
             "max_distance_km": "Maximale afstand (km)",
+            "experience_years": "Relevante IT-ervaring",
             "recommendation_threshold": "Aanbevelingsdrempel",
             "top_match_threshold": "Topmatchdrempel",
             "digest_time": "Tijdstip dagelijkse samenvatting",
@@ -173,6 +136,10 @@ class SearchProfileForm(forms.ModelForm):
                 "Vier cijfers volstaan. Gemeente en coördinaten worden veilig afgeleid wanneer "
                 "lokale geodata beschikbaar is."
             ),
+            "experience_years": (
+                "Optionele profielcontext. Deze waarde telt nooit mee voor je matchscore en "
+                "kan een vacature niet uitsluiten."
+            ),
             "learning_enabled": "Past alleen zachte voorkeuren aan; harde regels blijven vast.",
         }
         widgets = {
@@ -203,14 +170,15 @@ class SearchProfileForm(forms.ModelForm):
         field = self.fields[field_name]
         stored = getattr(self.instance, field_name, [])
         existing_by_casefold = {
-            str(value).casefold(): str(value) for value, _label in field.choices
+            str(value).casefold(): str(value) for value, _label in iter_choices(field.choices)
         }
         extra = [
             (str(value), str(value))
             for value in stored
             if str(value).casefold() not in existing_by_casefold
         ]
-        field.choices = [*field.choices, *extra]
+        if extra:
+            field.choices = [*field.choices, ("Eerder opgeslagen", tuple(extra))]
         field.initial = [
             existing_by_casefold.get(str(value).casefold(), str(value)) for value in stored
         ]