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News Release Information

21-1193-DAL
Wednesday, June 30, 2021

Contacts

Technical information:
Media contact:
  • (972) 850-4800

Dallas-Fort Worth Area Employment — May 2021

Total nonfarm employment in the Dallas-Fort Worth-Arlington, TX Metropolitan Statistical Area increased by 260,200 over the year in May, the U.S. Bureau of Labor Statistics reported today. (See table 1.) Regional Commissioner Michael Hirniak noted that the local rate of job gain, 7.4 percent, compared to the 9.0-percent national increase. (See chart 1.) (The Technical Note at the end of this release contains metropolitan area definitions. All data in this release are not seasonally adjusted; accordingly, over-the-year analysis is used throughout.)


The Dallas-Fort Worth-Arlington, TX Metropolitan Statistical Area consists of two metropolitan divisions – separately identifiable employment centers within the larger metropolitan area. Both divisions posted employment increases over the year. The Dallas-Plano-Irving metropolitan division, with 71 percent of the area’s total nonfarm employment, gained 191,200 jobs since May 2020, an increase of 7.7 percent. The Fort Worth-Arlington metropolitan division, which accounted for the remaining 29 percent of the area’s workforce, gained 69,000 jobs during the period, an increase of 6.9 percent.

Industry employment

In the greater Dallas metropolitan area, private sector employment rose in seven supersectors. Leisure and hospitality had the largest gain, up 81,000, with the accommodation and food services sector accounting for the majority of jobs gained (+64,700). (See chart 2.) The 28.9-percent rate of job gains in the local leisure and hospitality supersector compared to the 41.7-percent national increase.


Trade, transportation, and utilities, Dallas-Fort Worth-Arlington’s largest supersector, gained 54,900 jobs from May 2020 to May 2021. Employment rose in the retail trade and transportation, warehousing, and utilities subsectors, up 33,300 and 14,900, respectively. The trade, transportation, and utilities supersector’s rate of job increase in the local area was 7.2 percent compared to the 8.8-percent gain nationally.

The professional and business services supersector gained 48,300 jobs over the year in the local area. Gains were mainly split between the administrative and support and waste management and remediation services sector (+21,300) and the professional, scientific, and technical services sector (+20,100). The Dallas area had an 8.0-percent rate of job gain compared to the national rate of 7.9 percent.

Employment in education and health services rose by 22,300 in Dallas-Fort Worth-Arlington from May a year ago. The Dallas-Plano-Irving metropolitan division gained 15,900 jobs and the Fort Worth-Arlington division gained 6,400 jobs. Increases in both areas were almost entirely driven by gains in the health care and social assistance sector. The local area supersector’s 5.2-percent annual increase in jobs compared to the U.S. gain of 6.4 percent.

The other services supersector (which includes repair and maintenance, personal and laundry services, membership associations, and private households) gained 18,800 jobs over the year in Dallas-Fort Worth-Arlington. The local 18.8-percent rate of gain in other services jobs compared to the national increase of 16.9 percent.

Manufacturing and financial activities employment increased over the year in the local area. Employment in manufacturing rose by 8,500, while financial activities gained 8,400 jobs.

Twelve largest metropolitan areas

Dallas was 1 of the nation’s 12 largest metropolitan statistical areas in May 2021. All 12 areas gained jobs over the year. New York-Newark-Jersey City had the largest increase (+878,700). San Francisco-Oakland-Hayward (+131,900) and Phoenix-Mesa-Scottsdale (+132,900) had the smallest gains among the largest areas. (See table 2 and chart 3.)

New York had a 10.7-percent rate of job gain, followed by Boston-Cambridge-Nashua (+10.6 percent) and Philadelphia-Camden-Wilmington (+10.4 percent). The rates of job gains in the remaining nine areas ranged from 8.6 percent in Los Angeles-Long Beach-Anaheim to 4.8 percent in Houston-The Woodlands-Sugar Land.

The Metropolitan Area Employment and Unemployment release for June 2021 is scheduled to be released on July 28, 2021, at 10:00 a.m. (ET).

Coronavirus (COVID-19) Impact on May 2021 Establishment Survey Data

BLS has continued to review all estimation and methodological procedures for the establishment survey, which included the review of data, estimation processes, the application of the birth-death model, and seasonal adjustment. Business births and deaths cannot be adequately captured by the establishment survey as they occur. Therefore, the Current Employment Statistics (CES) program uses a model to account for the relatively stable net employment change generated by business births and deaths. Due to the impact of COVID-19, the relationship between business births and deaths is no longer stable. Typically, reports with zero employment are not included in estimation. For the April final and May 2021 preliminary estimates, CES included a portion of these reports in the estimates and made modifications to the birth-death model. In addition for both months, the establishment survey included a portion of the reports that returned to reporting positive employment from reporting zero employment. For more information, see www.bls.gov/web/empsit/cesbd.htm.

In the establishment survey, workers who are paid by their employer for all or any part of the pay period including the 12th of the month are counted as employed, even if they were not actually at their jobs. Workers who are temporarily or permanently absent from their jobs and are not being paid are not counted as employed, even if they are continuing to receive benefits. The length of the reference period does vary across the respondents in the establishment survey; one-third of businesses have a weekly pay period, slightly over 40 percent a bi-weekly, about 20 percent semi-monthly, and a small amount monthly.


Technical Note

This release presents nonfarm payroll employment estimates from the Current Employment Statistics (CES) program. The CES survey is a Federal-State cooperative endeavor between State employment security agencies and the Bureau of Labor Statistics.

Definitions. Employment data refer to persons on establishment payrolls who receive pay for any part of the pay period which includes the 12th of the month. Persons are counted at their place of work rather than at their place of residence; those appearing on more than one payroll are counted on each payroll. Industries are classified on the basis of their principal activity in accordance with the 2017 version of the North American Industry Classification System.

Method of estimation. CES State and Area employment data are produced using several estimation procedures. Where possible these data are produced using a "weighted link relative" estimation technique in which a ratio of current-month weighted employment to that of the previous-month weighted employment is computed from a sample of establishments reporting for both months. The estimates of employment for the current month are then obtained by multiplying these ratios by the previous month's employment estimates. The weighted link relative technique is utilized for data series where the sample size meets certain statistical criteria.

For some employment series, the sample of establishments is very small or highly variable. In these cases, a model-based approach is used in estimation. These models use the direct sample estimates (described above), combined with forecasts of historical (benchmarked) data to decrease volatility in estimation. Two different models (Fay-Herriot Model and Small Domain Model) are used depending on the industry level being estimated. For more detailed information about each model, refer to the BLS Handbook of Methods at www.bls.gov/opub/hom/pdf/ces-20110307.pdf.

Annual revisions. Employment estimates are adjusted annually to a complete count of jobs, called benchmarks, derived principally from tax reports which are submitted by employers who are covered under state unemployment insurance (UI) laws. The benchmark information is used to adjust the monthly estimates between the new benchmark and the preceding one and also to establish the level of employment for the new benchmark month. Thus, the benchmarking process establishes the level of employment, and the sample is used to measure the month-to-month changes in the level for the subsequent months.

Reliability of the estimates. The estimates presented in this release are based on sample surveys, administrative data, and modeling and, thus, are subject to sampling and other types of errors. Sampling error is a measure of sampling variability—that is, variation that occurs by chance because a sample rather than the entire population is surveyed. Survey data also are subject to nonsampling errors, such as those which can be introduced into the data collection and processing operations. Estimates not directly derived from sample surveys are subject to additional errors resulting from the specific estimation processes used. The sums of individual items may not always equal the totals shown in the same tables because of rounding.

Employment estimates. Changes in metropolitan area nonfarm payroll employment are cited in the analysis of this release only if they have been determined to be statistically significant at the 90-percent confidence level. Measures of sampling error for the total nonfarm employment series are available for metropolitan areas and metropolitan divisions at www.bls.gov/web/laus/790stderr.htm. Measures of sampling error for more detailed series at the area and division level are available upon request. Measures of sampling error for states at the supersector level and for the private service-providing, goods-producing, total private and total nonfarm levels are available on the BLS website at https://www.bls.gov/web/laus/790stderr.htm. Information on recent benchmark revisions is available online at www.bls.gov/web/laus/bmrk_article.htm.

Area definitions. The substate area data published in this release reflect the delineations issued by the U.S. Office of Management and Budget, dated April 10, 2018.

The Dallas-Fort Worth-Arlington Metropolitan Statistical Area includes Collin, Dallas, Denton, Ellis, Hood, Hunt, Johnson, Kaufman, Parker, Rockwall, Somervell, Tarrant, and Wise Counties in Texas.

The Dallas-Plano-Irving Metropolitan Division includes Collin, Dallas, Denton, Ellis, Hunt, Kaufman, and Rockwall Counties in Texas.

The Fort Worth-Arlington Metropolitan Division includes Hood, Johnson, Parker, Somervell, Tarrant, and Wise Counties in Texas.

Additional information

Employment data from the CES program are available on the BLS website at www.bls.gov/sae/.

Information in this release will be made available to individuals with sensory impairments upon request. Voice phone: (202) 691-5200; Federal Relay Service: (800) 877-8339.

Table 1. Employees on nonfarm payrolls by industry supersector, United States and Dallas-Fort Worth-Arlington metropolitan area and its components, not seasonally adjusted (numbers in thousands)
Area and IndustryMay
2020
Mar.
2021
Apr.
2021
May
2021(p)
May 2020 to
May 2021(p)
Net changePercent change

United States

Total nonfarm

133,419143,315144,412145,38511,9669.0

Mining and logging

602610611615132.2

Construction

7,0707,2037,3707,4844145.9

Manufacturing

11,62912,26712,22712,2696405.5

Trade, transportation, and utilities

24,83026,89726,85227,0092,1798.8

Information

2,5852,6752,6932,7161315.1

Financial activities

8,5938,7508,7708,7821892.2

Professional and business services

19,23820,54920,70420,7661,5287.9

Education and health services

22,15323,51823,59423,5671,4146.4

Leisure and hospitality

10,30313,44814,02014,5994,29641.7

Other services

4,7975,5045,5675,60680916.9

Government

21,61921,89422,00421,9723531.6

Dallas-Fort Worth-Arlington, TX Metropolitan Statistical Area

Total nonfarm

3,499.13,728.13,736.63,759.3260.27.4

Mining, logging, and construction

218.6218.5215.2215.7-2.9-1.3

Manufacturing

272.4281.6279.8280.98.53.1

Trade, transportation, and utilities

758.3812.5810.6813.254.97.2

Information

76.779.278.879.73.03.9

Financial activities

320.0328.2326.5328.48.42.6

Professional and business services

603.0642.8647.9651.348.38.0

Education and health services

431.2452.7450.8453.522.35.2

Leisure and hospitality

280.2341.9352.9361.281.028.9

Other services

100.2115.5115.8119.018.818.8

Government

438.5455.2458.3456.417.94.1

Dallas-Plano-Irving, TX Metropolitan Division

Total nonfarm

2,495.62,662.92,668.82,686.8191.27.7

Mining, logging, and construction

145.5145.1143.3144.0-1.5-1.0

Manufacturing

176.6182.8180.8181.75.12.9

Trade, transportation, and utilities

502.0544.0543.8544.542.58.5

Information

67.569.769.370.22.74.0

Financial activities

253.3260.7259.7260.57.22.8

Professional and business services

488.9519.6522.5525.636.77.5

Education and health services

299.0313.4312.2314.915.95.3

Leisure and hospitality

190.6234.3241.4249.959.331.1

Other services

67.676.576.778.911.316.7

Government

304.6316.8319.1316.612.03.9

Fort Worth-Arlington, TX Metropolitan Division

Total nonfarm

1,003.51,065.21,067.81,072.569.06.9

Mining, logging, and construction

73.173.471.971.7-1.4-1.9

Manufacturing

95.898.899.099.23.43.5

Trade, transportation, and utilities

256.3268.5266.8268.712.44.8

Information

9.29.59.59.50.33.3

Financial activities

66.767.566.867.91.21.8

Professional and business services

114.1123.2125.4125.711.610.2

Education and health services

132.2139.3138.6138.66.44.8

Leisure and hospitality

89.6107.6111.5111.321.724.2

Other services

32.639.039.140.17.523.0

Government

133.9138.4139.2139.85.94.4

(p) preliminary

Table 2. Employees on nonfarm payrolls by industry supersector, 12 largest metropolitan areas, not seasonally adjusted (numbers in thousands)
Area and IndustryMay
2020
Mar.
2021
Apr.
2021
May
2021(p)
May 2020 to
May 2021(p)
Net changePercent change

Atlanta-Sandy Springs-Roswell, GA

Total nonfarm

2,561.22,730.12,733.32,748.7187.57.3

Mining and logging

1.61.71.61.60.00.0

Construction

126.2130.4130.8128.72.52.0

Manufacturing

157.8163.1165.5168.010.26.5

Trade, transportation, and utilities

550.9590.2582.4582.331.45.7

Information

89.699.7100.9101.311.713.1

Financial activities

175.8180.4179.4178.83.01.7

Professional and business services

502.5534.3537.7539.937.47.4

Education and health services

341.1362.7365.1368.527.48.0

Leisure and hospitality

200.9247.1246.7254.954.026.9

Other services

86.591.693.696.49.911.4

Government

328.3328.9329.6328.30.00.0

Boston-Cambridge-Nashua, MA-NH

Total nonfarm

2,377.42,572.32,611.52,630.3252.910.6

Mining, logging, and construction

96.9113.2117.4122.125.226.0

Manufacturing

172.2177.9178.2178.36.13.5

Trade, transportation, and utilities

342.4396.2397.3399.557.116.7

Information

78.278.779.679.41.21.5

Financial activities

178.6181.6182.7183.04.42.5

Professional and business services

487.2502.8514.8518.030.86.3

Education and health services

521.0558.5560.4553.932.96.3

Leisure and hospitality

132.9178.6193.2207.774.856.3

Other services

68.083.685.285.917.926.3

Government

300.0301.2302.7302.52.50.8

Chicago-Naperville-Elgin, IL-IN-WI

Total nonfarm

4,136.14,345.94,401.64,439.8303.77.3

Mining and logging

1.81.51.61.7-0.1-5.6

Construction

165.3155.2168.5172.77.44.5

Manufacturing

387.7392.5389.9390.93.20.8

Trade, transportation, and utilities

840.4907.7909.7916.676.29.1

Information

72.270.370.270.3-1.9-2.6

Financial activities

310.5313.8314.7314.94.41.4

Professional and business services

750.2772.0784.8788.137.95.1

Education and health services

668.8703.8704.9704.535.75.3

Leisure and hospitality

269.0331.4352.7370.7101.737.8

Other services

158.5176.8178.6179.521.013.2

Government

511.7520.9526.0529.918.23.6

Dallas-Fort Worth-Arlington, TX

Total nonfarm

3,499.13,728.13,736.63,759.3260.27.4

Mining, logging, and construction

218.6218.5215.2215.7-2.9-1.3

Manufacturing

272.4281.6279.8280.98.53.1

Trade, transportation, and utilities

758.3812.5810.6813.254.97.2

Information

76.779.278.879.73.03.9

Financial activities

320.0328.2326.5328.48.42.6

Professional and business services

603.0642.8647.9651.348.38.0

Education and health services

431.2452.7450.8453.522.35.2

Leisure and hospitality

280.2341.9352.9361.281.028.9

Other services

100.2115.5115.8119.018.818.8

Government

438.5455.2458.3456.417.94.1

Houston-The Woodlands-Sugar Land, TX

Total nonfarm

2,898.03,000.23,018.03,037.7139.74.8

Mining and logging

67.769.569.569.82.13.1

Construction

215.5208.1207.5206.9-8.6-4.0

Manufacturing

220.2208.5207.7207.0-13.2-6.0

Trade, transportation, and utilities

587.7624.3623.1624.236.56.2

Information

28.428.628.528.50.10.4

Financial activities

161.9163.4162.5163.71.81.1

Professional and business services

474.0485.3490.8493.419.44.1

Education and health services

384.2396.7396.8402.618.44.8

Leisure and hospitality

248.7292.4305.2312.764.025.7

Other services

93.2107.2109.6111.318.119.4

Government

416.5416.2416.8417.61.10.3

Los Angeles-Long Beach-Anaheim, CA

Total nonfarm

5,300.45,632.95,695.85,755.9455.58.6

Mining and logging

1.91.91.91.90.00.0

Construction

242.6248.7251.1249.67.02.9

Manufacturing

446.4449.7450.8455.28.82.0

Trade, transportation, and utilities

928.81,045.81,040.11,044.5115.712.5

Information

186.8204.8204.8205.218.49.9

Financial activities

320.8323.2323.6323.72.90.9

Professional and business services

859.8903.0909.7917.457.66.7

Education and health services

1,008.31,054.61,063.71,071.463.16.3

Leisure and hospitality

425.9536.7574.7603.6177.741.7

Other services

149.7160.4167.1168.618.912.6

Government

729.4704.1708.3714.8-14.6-2.0

Miami-Fort Lauderdale-West Palm Beach, FL

Total nonfarm

2,389.92,573.32,575.42,583.3193.48.1

Mining and logging

0.80.80.80.80.00.0

Construction

137.7139.9138.0139.61.91.4

Manufacturing

85.087.887.787.52.52.9

Trade, transportation, and utilities

535.2578.9574.7576.641.47.7

Information

45.446.146.346.61.22.6

Financial activities

183.0188.1189.2189.46.43.5

Professional and business services

414.5444.3447.0447.733.28.0

Education and health services

384.4401.2401.1401.216.84.4

Leisure and hospitality

198.7274.1277.8280.081.340.9

Other services

96.3108.4110.2110.714.415.0

Government

308.9303.7302.6303.2-5.7-1.8

New York-Newark-Jersey City, NY-NJ-PA

Total nonfarm

8,216.68,922.39,003.19,095.3878.710.7

Mining, logging, and construction

321.2354.2366.9371.250.015.6

Manufacturing

302.0331.0331.0333.231.210.3

Trade, transportation, and utilities

1,339.31,538.61,538.81,557.2217.916.3

Information

278.9290.1289.3294.215.35.5

Financial activities

751.2754.2754.0753.32.10.3

Professional and business services

1,404.91,471.51,490.31,497.892.96.6

Education and health services

1,818.41,978.11,983.01,986.7168.39.3

Leisure and hospitality

426.6569.9609.0656.5229.953.9

Other services

287.0345.5348.1352.565.522.8

Government

1,287.11,289.21,292.71,292.75.60.4

Philadelphia-Camden-Wilmington, PA-NJ-DE-MD

Total nonfarm

2,557.02,774.62,802.12,822.9265.910.4

Mining, logging, and construction

107.0112.1114.9117.910.910.2

Manufacturing

167.1172.1173.3172.85.73.4

Trade, transportation, and utilities

445.8506.7508.1510.164.314.4

Information

49.049.750.650.71.73.5

Financial activities

212.3213.6215.2216.44.11.9

Professional and business services

432.1453.2458.2461.229.16.7

Education and health services

602.8641.4643.3640.637.86.3

Leisure and hospitality

133.1191.7203.1218.985.864.5

Other services

78.9103.6105.0105.326.433.5

Government

328.9330.5330.4329.00.10.0

Phoenix-Mesa-Scottsdale, AZ

Total nonfarm

2,039.32,165.62,171.72,172.2132.96.5

Mining and logging

3.22.82.82.8-0.4-12.5

Construction

134.3133.1133.5134.50.20.1

Manufacturing

131.5135.4135.4136.04.53.4

Trade, transportation, and utilities

388.9429.5427.9429.240.310.4

Information

36.237.036.636.60.41.1

Financial activities

202.2202.9204.1204.82.61.3

Professional and business services

349.6360.3362.3364.214.64.2

Education and health services

324.5348.0349.2348.223.77.3

Leisure and hospitality

165.4205.8209.2209.944.526.9

Other services

60.267.867.165.95.79.5

Government

243.3243.0243.6240.1-3.2-1.3

San Francisco-Oakland-Hayward, CA

Total nonfarm

2,148.02,248.02,264.82,279.9131.96.1

Mining and logging

0.30.30.30.30.00.0

Construction

113.7122.9122.8126.913.211.6

Manufacturing

133.7141.6140.2140.97.25.4

Trade, transportation, and utilities

309.3333.9333.2333.023.77.7

Information

131.8134.6135.2134.72.92.2

Financial activities

139.3138.0138.7139.60.30.2

Professional and business services

470.1486.6490.1488.118.03.8

Education and health services

335.8358.9358.5358.322.56.7

Leisure and hospitality

145.2160.3173.0187.342.129.0

Other services

62.268.268.967.65.48.7

Government

306.6302.7303.9303.2-3.4-1.1

Washington-Arlington-Alexandria, DC-VA-MD-WV

Total nonfarm

2,979.93,144.33,175.33,187.0207.16.9

Mining, logging, and construction

156.7158.7159.8160.74.02.6

Manufacturing

51.955.155.355.53.66.9

Trade, transportation, and utilities

344.4386.8387.7388.844.412.9

Information

73.172.673.873.50.40.5

Financial activities

154.0151.6152.8151.9-2.1-1.4

Professional and business services

754.5765.8773.0775.521.02.8

Education and health services

396.7429.8433.0433.536.89.3

Leisure and hospitality

170.6228.7242.1247.977.345.3

Other services

180.1188.2188.9190.110.05.6

Government

697.9707.0708.9709.611.71.7

(p) preliminary

 

Last Modified Date: Wednesday, June 30, 2021