Occupations in Malvern, Shaker Heights, Ohio (Neighborhood)

Occupations#1

Percentage of the civilian employed population aged 16 and older.
Scope: population of Shaker Heights and Malvern
Malvern
Shaker Heights
0%5%10%15%CountHealthcare1ManagementEducation2Sales and RelatedAdministrativeLegalBusiness3Entertainment4FacilitiesHealth TechniciansSocial ServicePersonal CareComputers & MathFood ServiceRepair5Fire FightingTransportationProductionHealthcare SupportScienceEngineering6Construction7Law EnforcementFarming8Material Moving17.480088%12.541620%17.480088%17.5%29329415.667849%13.385128%15.667849%15.7%2639.478794%12.785794%9.478794%9.5%1599.173775%8.435072%9.173775%9.2%1549.062057%8.834628%9.062057%9.1%1528.325517%4.572697%8.325517%8.3%1391407.904116%7.007029%7.904116%7.9%1321332.787978%3.129856%2.787978%2.8%46472.244802%2.005179%2.244802%2.2%37382.096985%1.435442%2.096985%2.1%351.986538%2.944876%1.986538%2.0%331.611852%2.737699%1.611852%1.6%271.538255%2.486127%1.538255%1.5%25261.457019%2.641509%1.457019%1.5%241.416327%1.280059%1.416327%1.4%23241.303008%0.932297%1.303008%1.3%21221.302777%1.531632%1.302777%1.3%21221.270415%2.389937%1.270415%1.3%211.208341%1.561228%1.208341%1.2%200.960790%3.078061%0.960790%1.0%160.821011%1.642619%0.821011%0.8%13140.623955%0.969293%0.623955%0.6%100.277752%0.658528%0.277752%0.3%450.000000%0.000000%0.0%0.036996%00.000000%0.000000%0.0%0.976693%0

Relative Occupations#2

Percentage more or less common in Malvern than in Shaker Heights, among the civilian employed population aged 16 and older.
Scope: population of Shaker Heights and Malvern
Less Common
More Common
100%50%0%50%%ref.LegalHealth TechniciansFire FightingHealthcare1ManagementBusiness2FacilitiesRepair3Sales and RelatedAdministrativeEntertainment4TransportationHealthcare SupportEducation5Social ServiceConstruction6Computers & MathPersonal CareFood ServiceProductionEngineering7Law EnforcementScienceFarming8Material Moving82.070160%82.070160%82.1%8.326%8.33%4.573%4.57%46.086330%46.086330%46.1%2.097%2.10%1.435%1.44%39.763105%39.763105%39.8%1.303%1.30%0.932%0.93%39.376629%39.376629%39.4%17.480%17.5%12.542%12.5%17.054163%17.054163%17.1%15.668%15.7%13.385%13.4%12.802669%12.802669%12.8%7.904%7.90%7.007%7.01%11.950173%11.950173%12.0%2.245%2.24%2.005%2.01%10.645428%10.645428%10.6%1.416%1.42%1.280%1.28%8.757520%8.757520%8.8%9.174%9.17%8.435%8.44%2.574291%2.574291%2.6%9.062%9.06%8.835%8.83%-10.923107%-10.923107%10.9%2.788%2.79%3.130%3.13%-14.941862%-14.941862%14.9%1.303%1.30%1.532%1.53%-22.603202%-22.603202%22.6%1.208%1.21%1.561%1.56%-25.864643%-25.864643%25.9%9.479%9.48%12.786%12.8%-32.542568%-32.542568%32.5%1.987%1.99%2.945%2.94%-35.627816%-35.627816%35.6%0.624%0.62%0.969%0.97%-38.126454%-38.126454%38.1%1.538%1.54%2.486%2.49%-41.123846%-41.123846%41.1%1.612%1.61%2.738%2.74%-44.841423%-44.841423%44.8%1.457%1.46%2.642%2.64%-46.843141%-46.843141%46.8%1.270%1.27%2.390%2.39%-50.018167%-50.018167%50.0%0.821%0.82%1.643%1.64%-57.822301%-57.822301%57.8%0.278%0.28%0.659%0.66%-68.785887%-68.785887%68.8%0.961%0.96%3.078%3.08%-100.000000%-100.000000%100.0%0.000%0%0.037%0.04%-100.000000%-100.000000%100.0%0.000%0%0.977%0.98%

Sex Ratio by Occupation#3

Sex ratio by occupation among the civilian employed population aged 16 and older.
Scope: population of Shaker Heights and Malvern
Female Male
Shaker Heights
Malvern
2x1x0x1x2xFMLegalFire FightingFacilitiesComputers & MathBusiness1Repair2Food ServiceEngineering3ProductionManagementHealthcare4Sales and RelatedAll OccupationsEducation5Entertainment6Science-1.000000x-1.000000x-1.000000x2.867952x2.395604x2.867952x2.87x36103104-1.000000x-1.000000x-1.000000x2.442558x3.666667x2.442558x2.44x61516-1.000000x-1.000000x-1.000000x1.955576x1.822917x1.955576x1.96x12132425-1.000000x-1.000000x-1.000000x1.893054x2.230769x1.893054x1.89x891617-1.000000x-1.123318x-1.000000x1.690775x1.000000x1.690775x1.69x4983-1.000000x-1.000000x-1.000000x1.554148x5.178571x1.554148x1.55x914-1.000000x-1.586957x-1.000000x1.448847x1.000000x1.448847x1.45x1014-1.000000x-1.000000x-1.000000x1.395914x2.000000x1.395914x1.40x568-1.000000x-1.000000x-1.000000x1.135094x1.936364x1.135094x1.14x1011-1.000000x-1.000000x-1.000000x1.006982x1.431452x1.006982x1.01x131132-1.006110x-1.209909x-1.006110x1.01x1.000000x1.000000x1.000000x147146-1.024370x-1.000000x-1.024370x1.02x1.000000x1.000000x1.000000x7876-1.066975x-1.060842x-1.066975x1.07x1.000000x1.000000x1.000000x867868813-1.370735x-1.594595x-1.370735x1.37x1.000000x1.000000x1.000000x9267-2.030349x-1.627329x-2.030349x2.03x1.000000x1.000000x1.000000x3115-2.292611x-1.000000x-2.292611x2.29x1.000000x1.390805x1.000000x1145

Part Timers by Occupation#4

Part time and seasonal workers as a percentage of total workforce within an occupation.
Scope: population of Shaker Heights and Malvern
Malvern
Shaker Heights
0%20%40%60%80%PartFullFood ServicePersonal CareConstruction1Repair2FacilitiesEngineering3Sales and RelatedSocial ServiceEntertainment4Computers & MathFire FightingBusiness5Healthcare6All OccupationsAdministrativeEducation7Healthcare SupportLegalScienceManagementHealth TechniciansLaw EnforcementProductionTransportation98.883452%65.546218%98.883452%98.9%24062.448848%33.243243%62.448848%62.4%16171062.320566%56.488550%62.320566%62.3%673456.664810%34.682081%56.664810%56.7%131051.290009%34.686347%51.290009%51.3%191846.690293%27.477477%46.690293%46.7%6744.013573%47.280702%44.013573%44.0%67688642.556657%36.432161%42.556657%42.6%141941.267171%48.226950%41.267171%41.3%19272833.700259%25.000000%33.700259%33.7%891729.048169%39.682540%29.048169%29.0%6151629.016705%14.994720%29.016705%29.0%38399427.850166%18.643068%27.850166%27.9%818221121227.640342%27.828339%27.640342%27.6%4644651,21627.314113%34.757119%27.314113%27.3%414211011123.636015%30.092593%23.636015%23.6%373812112219.395471%58.767773%19.395471%19.4%341617.116894%13.915858%17.116894%17.1%232411511612.658182%23.798077%12.658182%12.7%21411.986013%8.899945%11.986013%12.0%31322312320.000000%0.000000%0.0%29.381443%0350.000000%0.000000%0.0%4.494382%0450.000000%0.000000%0.0%24.767802%0210.000000%0.000000%0.0%18.357488%02122

Median Income by Occupation#5

For the full-time year-round civilian employed population aged 16 and older.
Scope: population of Shaker Heights and Malvern
Malvern
Shaker Heights
$0k$100k$200k%CountLegalHealthcare1Business2ManagementAll OccupationsEngineering3ScienceSales and RelatedEducation4Computers & MathEntertainment5Social ServiceAdministrativeFacilitiesPersonal Care$201,576.154310$125,000.000000$201,576.154310$201.6k8.326%8.33%139140$186,839.577163$123,917.000000$186,839.577163$186.8k17.480%17.5%293294$161,472.242055$69,321.000000$161,472.242055$161.5k7.904%7.90%132133$135,034.893512$101,598.000000$135,034.893512$135.0k15.668%15.7%263$115,925.605543$66,120.000000$115,925.605543$115.9k100.000%100%1,6801,681$102,961.000000$87,422.000000$102,961.000000$103.0k0.821%0.82%1314$96,119.310020$63,144.000000$96,119.310020$96.1k0.961%0.96%16$83,599.317200$62,750.000000$83,599.317200$83.6k9.174%9.17%154$81,008.098968$65,395.000000$81,008.098968$81.0k9.479%9.48%159$77,813.000000$71,250.000000$77,813.000000$77.8k1.538%1.54%2526$71,248.461995$59,250.000000$71,248.461995$71.2k2.788%2.79%4647$42,305.643403$49,777.000000$42,305.643403$42.3k1.987%1.99%33$36,374.758947$35,168.000000$36,374.758947$36.4k9.062%9.06%152$30,833.000000$26,989.000000$30,833.000000$30.8k2.245%2.24%3738$16,250.000000$31,420.000000$16,250.000000$16.2k1.612%1.61%27

Occupations by Neighborhood in Shaker Heights

There are 11 neighborhoods in Shaker Heights. This section compares Malvern to all of the neighborhoods in Shaker Heights and to those entities that contain or substantially overlap with Malvern.

Management Occupations by Neighborhood#6

Percentage of the civilian employed population aged 16 and older.
Scope: population of Malvern, selected other neighborhoods in Shaker Heights, and entities that contain Malvern
0%5%10%15%Count#Onaway NeighborhoodOnawayMercer NeighborhoodMercerFernway NeighborhoodFernwayMalvern NeighborhoodMalvernShaker HeightsShaker HtsShaker Heights City School DistrictShaker HtsBoulevard NeighborhoodBoulevardLudlow NeighborhoodLudlowSussex NeighborhoodSussexMoreland NeighborhoodMorelandUnited States of AmericaUnited StatesCleveland and Elyria Metro AreaClevelandMidwestCuyahoga CountyCuyahogaEast North CentralOhioLomond NeighborhoodLomondMt Pleasant NeighborhoodMt PleasantBuckeye Shaker NeighborhoodBuckeye Shaker19.710145%19.710145%19.7%174117.637479%17.637479%17.6%474216.260658%16.260658%16.3%193315.667849%15.667849%15.7%263413.385128%13.385128%13.4%1,80912.795577%12.795577%12.8%1,92111.861728%11.861728%11.9%209210510.344828%10.344828%10.3%24610.272645%10.272645%10.3%192193710.181935%10.181935%10.2%142143810.035605%10.035605%10.0%14,852,82814.9M10.009652%10.009652%10.0%97,68797.7k9.823005%9.823005%9.8%3,193,2973.19M9.667301%9.667301%9.7%56,27856.3k9.526275%9.526275%9.5%2,096,2572.10M9.449398%9.449398%9.4%512,691513k9.253827%9.253827%9.3%18718896.627228%6.627228%6.6%372373106.506409%6.506409%6.5%32532611

Management Income by Neighborhood#31

Median income for the full-time year-round civilian employed population aged 16 and older.
Scope: population of Malvern, selected other neighborhoods in Shaker Heights, and entities that contain Malvern
$0k$50k$100k%Count#Malvern NeighborhoodMalvernMercer NeighborhoodMercerFernway NeighborhoodFernwayShaker HeightsShaker HtsShaker Heights City School DistrictShaker HtsOnaway NeighborhoodOnawayBoulevard NeighborhoodBoulevardLomond NeighborhoodLomondMoreland NeighborhoodMorelandCleveland and Elyria Metro AreaClevelandBuckeye Shaker NeighborhoodBuckeye ShakerUnited States of AmericaUnited StatesCuyahoga CountyCuyahogaSussex NeighborhoodSussexEast North CentralMidwestOhioLudlow NeighborhoodLudlowMt Pleasant NeighborhoodMt Pleasant$135,034.893512$135,034.893512$135.0k15.668%15.7%2631$116,681.802921$116,681.802921$116.7k17.637%17.6%4742$102,212.000000$102,212.000000$102.2k16.261%16.3%1933$101,598.000000$101,598.000000$101.6k13.385%13.4%1,809$101,306.000000$101,306.000000$101.3k12.796%12.8%1,921$100,000.000000$100,000.000000$100.0k19.710%19.7%1744$86,642.608059$86,642.608059$86.6k11.862%11.9%2092105$80,417.037918$80,417.037918$80.4k9.254%9.25%1871886$74,971.856110$74,971.856110$75.0k10.182%10.2%1421437$73,031.000000$73,031.000000$73.0k10.010%10.0%97,68797.7k$72,628.199175$72,628.199175$72.6k6.506%6.51%3253268$72,586.000000$72,586.000000$72.6k10.036%10.0%14,852,82814.9M$71,546.000000$71,546.000000$71.5k9.667%9.67%56,27856.3k$71,435.504886$71,435.504886$71.4k10.273%10.3%1921939$70,789.000000$70,789.000000$70.8k9.526%9.53%2,096,2572.10M$68,390.000000$68,390.000000$68.4k9.823%9.82%3,193,2973.19M$68,170.000000$68,170.000000$68.2k9.449%9.45%512,691513k$65,972.000000$65,972.000000$66.0k10.345%10.3%2410$44,365.201446$44,365.201446$44.4k6.627%6.63%37237311

Definitions

An occupation describes the kind of work a person does on the job. On this page, all employed persons are categorized into one of the following occupations (bolded terms are used in the charts and maps on this page):

  • Management, business, science, and arts occupations:
    • Management, business, and financial occupations:
      • Management: Management occupations
      • Business: Business and financial operations occupations
    • Computer, engineering, and science occupations:
      • Computers & Math: Computer and mathematical occupations
      • Engineering: Architecture and engineering occupations
      • Science: Life, physical, and social science occupations
    • Education, legal, community service, arts, and media occupations:
      • Social Service: Community and social service occupations
      • Legal: Legal occupations
      • Education: Education, training, and library occupations
      • Entertainment: Arts, design, entertainment, sports, and media occupations
    • Healthcare practitioners and technical occupations:
      • Healthcare: Health diagnosing and treating practitioners and other technical occupations
      • Health Technicians: Health technologists and technicians
  • Service occupations:
    • Healthcare Support: Healthcare support occupations
    • Protective service occupations:
      • Fire Fighting: Fire fighting and prevention, and other protective service workers including supervisors
      • Law Enforcement: Law enforcement workers including supervisors
    • Food Service: Food preparation and serving related occupations
    • Facilities: Building and grounds cleaning and maintenance occupations
    • Personal Care: Personal care and service occupations
  • Sales and office occupations:
    • Sales and Related: Sales and related occupations
    • Administrative: Office and administrative support occupations
  • Natural resources, construction, and maintenance occupations:
    • Farming: Farming, fishing, and forestry occupations
    • Construction: Construction and extraction occupations
    • Repair: Installation, maintenance, and repair occupations
  • Production, transportation, and material moving occupations:
    • Production: Production occupations
    • Transportation: Transportation occupations
    • Material Moving: Material moving occupations

Unlike the other geographical entities detailed on this site, neighborhoods are not recognized by the U.S. Census Bureau. To overcome this we have computed reasonable estimates of the same statistics that are presented for other the entity types. Each statistic is computed as the weighted sum or average of the census tracts or block groups that overlap the neighborhood. A weighted sum is used for counts of people or households, and a weighted average is used for statistics that are themselves some form of average, such as median household income. Census block groups are preferred when the statistic in question is available on the block group level. The weight for a given tract (or block group) is computed as the population of the census tabulation blocks that occupy the intersection between the tract and the neighborhood as a fraction of the total population of the neighborhood.

For additional information about the data presented on this site, including our sources, please see the About Page.

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