Update app.py

app.py

@@ -18,7 +18,7 @@ career_path = st.selectbox(
     )
 )
 
-# Data: Certifications, Salaries, Region Demand
+# Data: Certifications, Salaries, Region Demand, Top Companies
 data = {
     "QA/QC (Quality Assurance / Control)": {
         "certifications": [
@@ -32,7 +32,8 @@ data = {
             "Mid-Level (3–7 yrs)": "7,000 – 12,000 SAR",
             "Experienced (8+ yrs)": "13,000 – 20,000+ SAR"
         },
-        "regions": ["Jubail", "Yanbu", "Riyadh", "Abu Dhabi", "Doha"]
+        "regions": ["Jubail", "Yanbu", "Riyadh", "Abu Dhabi", "Doha"],
+        "companies": ["Saudi Aramco", "SABIC", "SWCC", "Bechtel", "Technip Energies", "Samsung Engineering"]
     },
     "Design Engineering": {
         "certifications": [
@@ -47,7 +48,8 @@ data = {
             "Mid-Level (3–7 yrs)": "8,000 – 14,000 SAR",
             "Experienced (8+ yrs)": "15,000 – 22,000+ SAR"
         },
-        "regions": ["Dubai", "Riyadh", "Doha", "Dammam", "Muscat"]
+        "regions": ["Dubai", "Riyadh", "Doha", "Dammam", "Muscat"],
+        "companies": ["Worley", "KBR", "Jacobs", "Fluor", "NES Fircroft", "Saipem"]
     },
     "Project Management": {
         "certifications": [
@@ -61,7 +63,8 @@ data = {
             "Mid-Level (3–7 yrs)": "10,000 – 18,000 SAR",
             "Experienced (8+ yrs)": "20,000 – 30,000+ SAR"
         },
-        "regions": ["Riyadh", "Dubai", "Abu Dhabi", "Jeddah", "Kuwait City"]
+        "regions": ["Riyadh", "Dubai", "Abu Dhabi", "Jeddah", "Kuwait City"],
+        "companies": ["Saudi Aramco", "Bechtel", "Fluor", "Parsons", "AECOM", "McDermott"]
     },
     "Health and Safety (HSE)": {
         "certifications": [
@@ -75,7 +78,8 @@ data = {
             "Mid-Level (3–7 yrs)": "7,000 – 11,000 SAR",
             "Experienced (8+ yrs)": "12,000 – 18,000+ SAR"
         },
-        "regions": ["Jubail", "Ruwais", "Doha", "Abu Dhabi", "Dammam"]
+        "regions": ["Jubail", "Ruwais", "Doha", "Abu Dhabi", "Dammam"],
+        "companies": ["Hyundai Engineering", "SNC-Lavalin", "ENI", "ARAMCO", "NPCC", "L&T"]
     },
     "Maintenance Engineering": {
         "certifications": [
@@ -89,7 +93,8 @@ data = {
             "Mid-Level (3–7 yrs)": "8,000 – 13,000 SAR",
             "Experienced (8+ yrs)": "14,000 – 20,000+ SAR"
         },
-        "regions": ["Jubail", "Yanbu", "Riyadh", "Muscat", "Doha"]
+        "regions": ["Jubail", "Yanbu", "Riyadh", "Muscat", "Doha"],
+        "companies": ["SABIC", "Ma'aden", "SWCC", "Marafiq", "Aramco", "Petro Rabigh"]
     },
     "General Management / Planning": {
         "certifications": [
@@ -103,7 +108,8 @@ data = {
             "Mid-Level (3–7 yrs)": "10,000 – 16,000 SAR",
             "Experienced (8+ yrs)": "18,000 – 28,000+ SAR"
         },
-        "regions": ["Riyadh", "Dubai", "Abu Dhabi", "Jeddah", "Manama"]
+        "regions": ["Riyadh", "Dubai", "Abu Dhabi", "Jeddah", "Manama"],
+        "companies": ["ARAMCO", "SABIC", "Alfanar", "Zamil", "Olayan", "Nesma & Partners"]
     }
 }
 
@@ -123,3 +129,7 @@ if career_path != "--- Select ---":
 
     st.subheader("📍 GCC Regions with High Demand:")
     st.write(", ".join(selected["regions"]))
+
+    st.subheader("🏢 Top Companies in KSA / GCC Hiring in This Field:")
+    for company in selected["companies"]:
+        st.markdown(f"- 🏢 {company}")