feat: personalize scoring and add skills radar

2026-07-22 19:33:29 +02:00
parent 029df89265
commit a30ecbc553
33 changed files with 1529 additions and 114 deletions
@@ -0,0 +1,87 @@
+from __future__ import annotations
+
+import re
+
+from apps.jobs.services.normalization import normalize_token
+
+SKILL_ALIASES: dict[str, tuple[str, ...]] = {
+    "microsoft 365": ("m365", "office 365", "o365"),
+    "microsoft teams": ("ms teams",),
+    "entra id": ("azure active directory", "azure ad"),
+    "intune": ("microsoft intune", "endpoint manager"),
+    "autopilot": ("windows autopilot",),
+    "group policy": ("group policy object", "gpo"),
+    "dynamics 365": ("microsoft dynamics 365", "d365"),
+    "microsoft copilot": ("copilot for microsoft 365", "m365 copilot"),
+    "microsoft defender": ("defender for endpoint", "microsoft defender for endpoint"),
+    "microsoft sentinel": ("azure sentinel", "sentinel siem"),
+    "conditional access": ("voorwaardelijke toegang",),
+    "networking": ("network", "netwerk", "lan", "wan"),
+    "routing": ("routering",),
+    "switching": ("network switches", "switches"),
+    "sd-wan": ("sd wan",),
+    "firewalls": ("firewall",),
+    "fortinet": ("fortigate",),
+    "palo alto": ("palo alto networks",),
+    "wi-fi": ("wifi", "wireless"),
+    "backup and restore": ("backup", "back-up", "restore"),
+    "disaster recovery": ("business continuity", "bcp", "dr plan"),
+    "monitoring": ("infrastructure monitoring", "system monitoring"),
+    "observability": ("telemetry", "tracing"),
+    "high availability": ("hoogbeschikbaarheid", "ha architecture"),
+    "vmware": ("vsphere", "esxi"),
+    "ci/cd": ("continuous integration", "continuous delivery", "ci cd"),
+    "deployment": ("deployments", "software deployment", "uitrol"),
+    "reliability": ("platform reliability", "site reliability", "sre"),
+    "scalability": ("scalable", "schaalbaarheid"),
+    "voip": ("voice over ip", "telefonie", "telephony", "3cx", "innovaphone"),
+    "teams telephony": ("teams phone", "teams telefonie", "teams voice"),
+    "onsite support": ("on-site support", "support op locatie", "field support"),
+    "second line support": ("second-line support", "2nd line", "tweedelijnssupport"),
+    "installations": ("installatie", "installaties", "roll-out", "rollout"),
+    "migrations": ("migratie", "migraties"),
+    "technical documentation": ("technische documentatie",),
+    "customer support": ("klantondersteuning", "user support"),
+    "incident management": ("incidentbeheer", "incident response", "escalations"),
+    "problem management": ("probleembeheer", "root cause analysis"),
+    "change management": ("wijzigingsbeheer", "organizational change"),
+    "itil": ("itil 4", "it service management"),
+    "servicenow": ("service now",),
+    "jira service management": ("jira service desk", "jsm"),
+    "digital workplace": ("digitale werkplek",),
+    "m365 governance": ("microsoft 365 governance", "office 365 governance"),
+    "document management": ("documentbeheer", "document management system", "dms"),
+    "data governance": ("data governance", "datagovernance"),
+    "user adoption": ("gebruikersadoptie", "technology adoption"),
+    "training and workshops": ("user training", "workshops", "training geven"),
+    "customer experience": ("customer satisfaction", "csat", "nps"),
+}
+
+
+def contains_term(text: str, term: str, *, allow_plural: bool = False) -> bool:
+    normalized_term = normalize_token(term)
+    if not normalized_term:
+        return False
+    pattern = re.escape(normalized_term).replace(r"\ ", r"[\s/_-]+")
+    if allow_plural and normalized_term[-1].isalpha() and not normalized_term.endswith("s"):
+        pattern += "s?"
+    return re.search(rf"(?<!\w){pattern}(?!\w)", text, re.IGNORECASE) is not None
+
+
+def skill_terms(skill: str) -> tuple[str, ...]:
+    normalized = normalize_token(skill)
+    return (normalized, *SKILL_ALIASES.get(normalized, ()))
+
+
+def skill_is_present(skill: str, text: str) -> bool:
+    return any(contains_term(text, candidate) for candidate in skill_terms(skill))
+
+
+def canonical_skill_key(value: str, catalog_keys: set[str]) -> str | None:
+    normalized = normalize_token(value)
+    if normalized in catalog_keys:
+        return normalized
+    for key in catalog_keys:
+        if normalized in {normalize_token(term) for term in SKILL_ALIASES.get(key, ())}:
+            return key
+    return None