diff --git a/src/components/CompensationCalculator/compensation_data/location_factor.ts b/src/components/CompensationCalculator/compensation_data/location_factor.ts
index 7e094ef8758e..3e2910c82d4a 100644
--- a/src/components/CompensationCalculator/compensation_data/location_factor.ts
+++ b/src/components/CompensationCalculator/compensation_data/location_factor.ts
@@ -12,235 +12,235 @@ export const locationFactor: CompensationCalculatorLocation[] = [
     {
         country: 'United States',
         area: 'Connecticut',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Maine',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Portland, Maine',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Massachusetts',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Boston, Massachusetts',
-        locationFactor: 0.85,
+        locationFactor: 0.95,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'New Hampshire',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Providence, Rhode Island',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Vermont',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'New Jersey',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, New York',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'NYC, New York',
-        locationFactor: 0.9,
+        locationFactor: 1.0,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Pennsylvania',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Pittsburgh, Pennsylvania',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Philadelphia, Pennsylvania',
-        locationFactor: 0.8,
+        locationFactor: 0.95,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Indiana',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Indianapolis, Indiana',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Michigan',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Detroit, Michigan',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Ohio',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Columbus, Ohio',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Cleveland, Ohio',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Cincinnati, Ohio',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Wisconsin',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Milwaukee, Wisconsin',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Chicago, Illinois',
-        locationFactor: 0.8,
+        locationFactor: 0.88,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Illinois',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Iowa',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Des Moines, Iowa',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Nebraska',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Lincoln/Omaha, Nebraska',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Kansas',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'North Dakota',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Minnesota',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Minneapolis, Minnesota',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'South Dakota',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Missouri',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Kansas City, Missouri / Kansas',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'St Louis, Missouri',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Delaware',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
@@ -252,121 +252,121 @@ export const locationFactor: CompensationCalculatorLocation[] = [
     {
         country: 'United States',
         area: 'Everywhere else, Florida',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Fort Myers, Florida',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Miami/Fort Lauderdale, Florida',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Jacksonville, Florida',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Orlando/Tampa, Florida',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Georgia',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Atlanta, Georgia',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Maryland',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, North Carolina',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Charlotte, North Carolina',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Raleigh, North Carolina',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'South Carolina',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Virginia',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Richmond, Virginia',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Virginia Beach, Virginia',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'West Virginia',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Alabama',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Birmingham, Alabama',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Kentucky',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Louisville/Lexington, Kentucky',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
@@ -378,103 +378,103 @@ export const locationFactor: CompensationCalculatorLocation[] = [
     {
         country: 'United States',
         area: 'Jackson, Mississippi',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Tennessee',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Nashville, Tennessee',
-        locationFactor: 0.8,
+        locationFactor: 0.95,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Arkansas',
-        locationFactor: 0.8,
+        locationFactor: 0.84,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Fayetteville, Arkansas',
-        locationFactor: 0.8,
+        locationFactor: 0.84,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Louisiana',
-        locationFactor: 0.8,
+        locationFactor: 0.84,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'New Orleans, Louisiana',
-        locationFactor: 0.8,
+        locationFactor: 0.84,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Oklahoma',
-        locationFactor: 0.8,
+        locationFactor: 0.84,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Texas',
-        locationFactor: 0.8,
+        locationFactor: 0.84,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Dallas, Texas',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Houston, Texas',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Austin, Texas',
-        locationFactor: 0.8,
+        locationFactor: 0.86,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'San Antonio, Texas',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Arizona',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Phoenix, Arizona',
-        locationFactor: 0.8,
+        locationFactor: 0.87,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Tucson, Arizona',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Colorado',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
@@ -486,91 +486,91 @@ export const locationFactor: CompensationCalculatorLocation[] = [
     {
         country: 'United States',
         area: 'Everywhere else, Idaho',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Boise, Idaho',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'New Mexico',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Montana',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Salt Lake City, Utah',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Utah',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Nevada',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Las Vegas, Nevada',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Reno, Nevada',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Wyoming',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Jackson, Wyoming',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Cheyenne, Wyoming',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Alaska',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, California',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Sacramento, California',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
@@ -600,61 +600,61 @@ export const locationFactor: CompensationCalculatorLocation[] = [
     {
         country: 'United States',
         area: 'San Diego, California',
-        locationFactor: 0.8,
+        locationFactor: 0.91,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Hawaii',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Oregon',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Portland, Oregon',
-        locationFactor: 0.8,
+        locationFactor: 0.94,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Bend, Oregon',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Eugene, Oregon',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Everywhere else, Washington',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Seattle, Washington',
-        locationFactor: 0.9,
+        locationFactor: 0.94,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Bellingham, Washington',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
         country: 'United States',
         area: 'Spokane, Washington',
-        locationFactor: 0.8,
+        locationFactor: 0.85,
         currency: 'USD',
     },
     {
@@ -1182,13 +1182,13 @@ export const locationFactor: CompensationCalculatorLocation[] = [
     {
         country: 'United Kingdom',
         area: 'Northern Ireland',
-        locationFactor: 0.6,
+        locationFactor: 0.65,
         currency: 'GBP',
     },
     {
         country: 'United Kingdom',
         area: 'Wales',
-        locationFactor: 0.6,
+        locationFactor: 0.65,
         currency: 'GBP',
     },
     {
@@ -1200,7 +1200,7 @@ export const locationFactor: CompensationCalculatorLocation[] = [
     {
         country: 'United Kingdom',
         area: 'Bristol, England',
-        locationFactor: 0.6,
+        locationFactor: 0.65,
         currency: 'GBP',
     },
     {
@@ -1212,37 +1212,37 @@ export const locationFactor: CompensationCalculatorLocation[] = [
     {
         country: 'United Kingdom',
         area: 'Birmingham, England',
-        locationFactor: 0.6,
+        locationFactor: 0.65,
         currency: 'GBP',
     },
     {
         country: 'United Kingdom',
         area: 'Leeds, England',
-        locationFactor: 0.6,
+        locationFactor: 0.65,
         currency: 'GBP',
     },
     {
         country: 'United Kingdom',
         area: 'Manchester/Liverpool, England',
-        locationFactor: 0.6,
+        locationFactor: 0.65,
         currency: 'GBP',
     },
     {
         country: 'United Kingdom',
         area: 'Everywhere else, England',
-        locationFactor: 0.6,
+        locationFactor: 0.65,
         currency: 'GBP',
     },
     {
         country: 'United Kingdom',
         area: 'Glasgow / Edinburgh, Scotland',
-        locationFactor: 0.6,
+        locationFactor: 0.65,
         currency: 'GBP',
     },
     {
         country: 'United Kingdom',
         area: 'Everywhere else, Scotland',
-        locationFactor: 0.6,
+        locationFactor: 0.65,
         currency: 'GBP',
     },
     {
diff --git a/src/components/CompensationCalculator/compensation_data/sf_benchmark.ts b/src/components/CompensationCalculator/compensation_data/sf_benchmark.ts
index fdfd35c25b46..e15b11c85f41 100644
--- a/src/components/CompensationCalculator/compensation_data/sf_benchmark.ts
+++ b/src/components/CompensationCalculator/compensation_data/sf_benchmark.ts
@@ -1,32 +1,34 @@
 export const sfBenchmark: Record<string, number> = {
-    'Product Engineer': 262000,
+    'Product Engineer': 285000,
     'Account Executive (OTE)': 300000,
-    'Backend Engineer': 262000,
+    'Backend Engineer': 285000,
     'Billing Support Specialist': 154619,
     'Business Development Representative (OTE)': 182000,
     'Content Marketer': 190910,
     'Community Manager': 185000,
+    'Context Engineer': 212000,
     'Customer Success Manager (OTE)': 237375,
-    'Data Engineer': 262000,
+    'Data Engineer': 285000,
     'Design Lead': 236000,
     'Developer Advocate': 215700,
     'Events Manager': 165000,
     'Finance Manager': 181680,
-    'Front End Developer': 212000,
+    'Front End Developer': 240000,
     'Forward Deployed Engineer': 211000,
-    'Full Stack Engineer': 262000,
+    'Full Stack Engineer': 285000,
     'Graphic Designer': 147530,
-    'Mobile Engineer': 262000,
+    'Legal & Compliance': 209600,
+    'Mobile Engineer': 285000,
     'Onboarding Specialist': 211000,
     'Operations & Finance Lead': 225000,
     'Operations Manager': 181680,
     'People Operations Manager': 153311,
     'Performance Marketer': 160680,
     'Product Designer': 186000,
-    'Product Manager': 213600,
+    'Product Manager': 254000,
     'Product Marketer': 218000,
     'Revenue Ops Manager': 192000,
-    'Site Reliability Engineer': 236000,
+    'Site Reliability Engineer': 285000,
     'Support Engineer': 189000,
     'Talent Partner': 210000,
     'Talent Sourcer': 165000,