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ADP National Employment Report: Private Sector Employment Increased by 99,000 Jobs in August; Annual Pay was Up 4.8%

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ROSELAND, N.J., Sept. 5, 2024 /PRNewswire/ — Private sector employment increased by 99,000 jobs in August and annual pay was up 4.8 percent year-over-year, according to the August ADP® National Employment Report™ produced by ADP Research in collaboration with the Stanford Digital Economy Lab (“Stanford Lab“). The ADP National Employment Report is an independent measure and high-frequency view of the private-sector labor market based on actual, anonymized payroll data of more than 25 million U.S. employees.

The jobs report and pay insights use ADP’s fine-grained anonymized and aggregated payroll data to provide a representative picture of the private-sector labor market. The report details the current month’s total private employment change, and weekly job data from the previous month. Because the underlying ADP payroll databases are continuously updated, the report provides a high-frequency, near real-time measure of U.S. employment. This measure reflects the number of employees on ADP client payrolls (Payroll Employment) to provide a richer understanding of the labor market. ADP’s pay measure uniquely captures the earnings of a cohort of almost 10 million employees over a 12-month period.

“The job market’s downward drift brought us to slower-than-normal hiring after two years of outsized growth,” said Nela Richardson, chief economist, ADP. “The next indicator to watch is wage growth, which is stabilizing after a dramatic post-pandemic slowdown.”

August 2024 Report Highlights*

View the ADP National Employment Report and interactive charts at www.adpemploymentreport.com.

JOBS REPORT

Private employers added 99,000 jobs in August
The labor market continued to cool in August. Job creation among private employers slowed for the fifth straight month and wage growth was stable.

Change in U.S. Private Employment:     99,000

Change by Industry Sector

– Goods-producing:     27,000

Natural resources/mining     8,000Construction     27,000Manufacturing     -8,000

– Service-providing:     72,000

Trade/transportation/utilities     14,000Information     -4,000Financial activities     18,000Professional/business services     -16,000Education/health services     29,000Leisure/hospitality     11,000Other services     20,000

Change by U.S. Regions

– Northeast:     24,000

New England     -6,000Middle Atlantic     30,000

– Midwest:     7,000

East North Central     0West North Central     7,000

– South:     55,000

South Atlantic     4,000East South Central     3,000West South Central     48,000

– West:     20,000

Mountain     8,000Pacific     12,000

Change by Establishment Size

– Small establishments:     -9,000

1-19 employees     3,00020-49 employees     -12,000

– Medium establishments:     68,000

50-249 employees     32,000250-499 employees     36,000

– Large establishments:     42,000

500+ employees     42,000

PAY INSIGHTS

Pay gains were unchanged in August
Year-over-year pay gains were flat in August, remaining at 4.8 percent for job-stayers and 7.3 percent for job-changers.

Median Change in Annual Pay (ADP matched person sample)

– Job-Stayers     4.8%

– Job-Changers     7.3%

Median Change in Annual Pay for Job-Stayers by Industry Sector

– Goods-producing:                                                       

Natural resources/mining     3.9%Construction     5.2%Manufacturing     4.7%

– Service-providing:                                               

Trade/transportation/utilities     4.5%Information     4.5%Financial activities     5.0%Professional/business services     4.7%Education/health services     5.1%Leisure/hospitality     4.9%Other services     4.9%

Median Change in Annual Pay for Job-Stayers by Firm Size

– Small firms:                                                                

1-19 employees     4.0%20-49 employees     4.7%

– Medium firms:                                                             

50-249 employees     5.0%250-499 employees     4.9%

– Large firms:                                                                

500+ employees     4.8%

To see Pay Insights by U.S. State, Gender, and Age for Job-Stayers, visit here:

* Sum of components may not equal total due to rounding.

ADP conducted a rebenchmarking of its employment data in August based on full-year 2023 results from the Quarterly Census of Employment and Wages (QCEW). This resulted in a decline of 9,000 jobs in the August ADP National Employment Report. ADP’s full-year benchmarking will take place in February 2025 with the publication of the January 2025 report.

The July total of jobs added was revised from 122,000 to 111,000. The historical data file and weekly data for the previous month are available at https://adpemploymentreport.com/.

To subscribe to monthly email alerts or obtain additional information about the ADP National Employment Report, including employment and pay data, interactive charts, methodology, and a calendar of release dates, please visit https://adpemploymentreport.com/.    

The September 2024 ADP National Employment Report will be released at 8:15 a.m. ET on October 2, 2024.

About the ADP® National Employment Report™
The ADP National Employment Report is an independent measure of the change in U.S. private employment and pay derived from actual, anonymized payroll data of client companies served by ADP, a leading provider of human capital management solutions. The report is produced by ADP Research in collaboration with the Stanford Digital Economy Lab.

The ADP National Employment Report is broadly distributed to the public each month, free of charge, as part of the company’s commitment to offering deeper insights of the U.S. labor market and providing businesses and governments with a source of credible and valuable information.

About the ADP Research
The mission of ADP Research is to make the future of work more productive through data-driven discovery. Companies, workers, and policymakers rely on our finely tuned data and unique perspective to make informed decisions that impact workplaces around the world.

About ADP (NASDAQ – ADP)
Designing better ways to work through cutting-edge products, premium services and exceptional experiences that enable people to reach their full potential.  HR, Talent, Time Management, Benefits and Payroll. Informed by data and designed for people.   Learn more at ADP.com

ADP, the ADP logo, and Always Designing for People, ADP National Employment Report, ADP Research Institute and ADP Research are trademarks of ADP, Inc. All other marks are the property of their respective owners.

Copyright © 2024 ADP, Inc. All rights reserved.

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SOURCE ADP, Inc.

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Chef Robotics Physical AI Models Can Now Automate Baked Goods Packing

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SAN FRANCISCO, April 29, 2026 /PRNewswire/ — Chef Robotics, a leader in physical AI for the food industry, today announced that Chef robots can now automate tray assembly for baked goods packing. The application places baked products, such as burger buns, chocolate chip cookies, biscotti, butter cookies, biscuits, fortune cookies, granola bars, rusks, and shortbreads into trays and packaging containers before sealing.

Watch Chef robots in action.

Baked goods packing has historically been difficult to automate for high-mix production. Each item behaves differently on the production line—a granola bar compresses under the wrong grip, while a biscotti or rusk can crack if placed at the wrong angle. Surface textures range from glazed and smooth to crumbly and irregular, and strict presentation requirements leave little room for error. This variability has made it challenging for automation systems to reliably handle baked goods at production speeds, leaving food manufacturers dependent on manual labor and traditional bakery equipment.

To address this, Chef built its baked goods packing application on its existing piece-picking capability, which uses Chef’s AI-powered computer vision and physical AI models trained across diverse real-world production environments. This allows Chef robots to assess each item’s position, shape, and orientation in real time and determine how to pick the items from the pan and place them quickly and precisely without damaging them.

The baked goods packing application supports four distinct placement capabilities.

First, Chef’s vision system detects the angle at which each item sits in the pan and reorients it after picking, placing it on the tray at the exact angle required, regardless of its original position, enabling retail-ready presentation for SKUs that require precise angular placement.

Second, Chef robots can place multiple baked goods into the same packaging container in a single automated pass, completing full tray assembly without manual intervention.

Third, for packaging containers with multiple small compartments, Chef robots can precisely place items into each designated section, including multiple items in the same compartment, using Chef’s AI vision model to detect compartment positions and orientations in real time.

Fourth, Chef’s vision system identifies the exact center of each tray and places every item at a predefined offset from that center, ensuring a uniform, consistent arrangement across every pack regardless of how trays arrive on the conveyor.

For food manufacturers evaluating bakery systems and baked goods packaging automation, the application offers higher throughput, reduced labor dependency, and consistent presentation across shifts. The capability runs on Chef’s existing robotic hardware and software, allowing manufacturers to deploy it without requiring any changes to their production lines.

Chef’s baked goods packing application is available in the U.S., Canada, Germany, and the UK and is included as part of Chef’s robotics-as-a-service (RaaS) pricing model.

About Chef Robotics
Chef is the first company to have commercialized a scalable AI-driven food robotics solution. With over 104 million servings made in production, Chef leverages ChefOS, an AI platform for food manipulation, to offer a Robotics-as-a-Service solution that helps industry-leading food companies increase production volume and meet demand. Headquartered in San Francisco, CA, Chef aims to empower humans to do what humans do best by accelerating the advent of intelligent machines. Visit https://chefrobotics.ai to learn more.

View original content:https://www.prnewswire.com/news-releases/chef-robotics-physical-ai-models-can-now-automate-baked-goods-packing-302756923.html

SOURCE Chef Robotics

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Chef Robotics Physical AI Models Can Now Automate Baked Goods Packing

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SAN FRANCISCO, April 29, 2026 /PRNewswire/ — Chef Robotics, a leader in physical AI for the food industry, today announced that Chef robots can now automate tray assembly for baked goods packing. The application places baked products, such as burger buns, chocolate chip cookies, biscotti, butter cookies, biscuits, fortune cookies, granola bars, rusks, and shortbreads into trays and packaging containers before sealing.

Watch Chef robots in action.

Baked goods packing has historically been difficult to automate for high-mix production. Each item behaves differently on the production line—a granola bar compresses under the wrong grip, while a biscotti or rusk can crack if placed at the wrong angle. Surface textures range from glazed and smooth to crumbly and irregular, and strict presentation requirements leave little room for error. This variability has made it challenging for automation systems to reliably handle baked goods at production speeds, leaving food manufacturers dependent on manual labor and traditional bakery equipment.

To address this, Chef built its baked goods packing application on its existing piece-picking capability, which uses Chef’s AI-powered computer vision and physical AI models trained across diverse real-world production environments. This allows Chef robots to assess each item’s position, shape, and orientation in real time and determine how to pick the items from the pan and place them quickly and precisely without damaging them.

The baked goods packing application supports four distinct placement capabilities.

First, Chef’s vision system detects the angle at which each item sits in the pan and reorients it after picking, placing it on the tray at the exact angle required, regardless of its original position, enabling retail-ready presentation for SKUs that require precise angular placement.

Second, Chef robots can place multiple baked goods into the same packaging container in a single automated pass, completing full tray assembly without manual intervention.

Third, for packaging containers with multiple small compartments, Chef robots can precisely place items into each designated section, including multiple items in the same compartment, using Chef’s AI vision model to detect compartment positions and orientations in real time.

Fourth, Chef’s vision system identifies the exact center of each tray and places every item at a predefined offset from that center, ensuring a uniform, consistent arrangement across every pack regardless of how trays arrive on the conveyor.

For food manufacturers evaluating bakery systems and baked goods packaging automation, the application offers higher throughput, reduced labor dependency, and consistent presentation across shifts. The capability runs on Chef’s existing robotic hardware and software, allowing manufacturers to deploy it without requiring any changes to their production lines.

Chef’s baked goods packing application is available in the U.S., Canada, Germany, and the UK and is included as part of Chef’s robotics-as-a-service (RaaS) pricing model.

About Chef Robotics
Chef is the first company to have commercialized a scalable AI-driven food robotics solution. With over 104 million servings made in production, Chef leverages ChefOS, an AI platform for food manipulation, to offer a Robotics-as-a-Service solution that helps industry-leading food companies increase production volume and meet demand. Headquartered in San Francisco, CA, Chef aims to empower humans to do what humans do best by accelerating the advent of intelligent machines. Visit https://chefrobotics.ai to learn more.

View original content:https://www.prnewswire.com/news-releases/chef-robotics-physical-ai-models-can-now-automate-baked-goods-packing-302756923.html

SOURCE Chef Robotics

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Air Products to Expand Industrial Gas Supply for Samsung Electronics’ Next-Generation Semiconductor Fab in South Korea

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New investment underscores the company’s long-term commitment to Korea and its leading role in the global semiconductor industry 

LEHIGH VALLEY, Pa., April 29, 2026 /PRNewswire/ — Air Products (NYSE:APD), a world-leading industrial gases company and serving Samsung globally, today announced it has been selected by Samsung to supply industrial gases for its new advanced semiconductor fab in Pyeongtaek, Gyeonggi Province, South Korea.

Under the agreement, Air Products will build, own and operate multiple state-of-the-art production facilities and a bulk specialty gas supply system to supply nitrogen, oxygen, argon, and hydrogen for Samsung’s new semiconductor fab. The new facilities are expected to come onstream in multiple phases from 2028 through 2030.

Air Products has a long track record of executing multiple phase expansions in Pyeongtaek to support Samsung’s growing manufacturing needs. This latest project represents Air Products’ largest investment to date in the semiconductor industry and will establish Pyeongtaek as the company’s single largest operations site globally supporting the electronics industry. 

“Air Products is honored to be selected once again by Samsung and to have their continued confidence as a trusted partner supporting their strategic growth plans,” said SR Kim, President, Air Products Korea. “This significant investment reinforces Air Products’ role as a leading global supplier to the semiconductor industry and underscores our long-standing commitment to supporting our strategic customers with safety, reliability, efficiency and excellent service.”

Air Products has served the global electronics industry for more than 40 years, supplying industrial gases safely and reliably to many of the world’s leading technology companies. The company has operated in Korea for more than 50 years and has established a strong position in electronics and manufacturing sectors.

About Air Products

Air Products (NYSE: APD) is a world-leading industrial gases company in operation for over 85 years focused on serving energy, environmental, and emerging markets and generating a cleaner future. The Company supplies essential industrial gases, related equipment and applications expertise to customers in dozens of industries, including refining, chemicals, metals, electronics, manufacturing, medical and food. As the leading global supplier of hydrogen, Air Products also develops, engineers, builds, owns and operates some of the world’s largest clean hydrogen projects, supporting the transition to low- and zero-carbon energy in the industrial and heavy-duty transportation sectors. Through its sale of equipment businesses, the Company also provides turbomachinery, membrane systems and cryogenic containers globally.

Air Products had fiscal 2025 sales of $12 billion from operations in approximately 50 countries. For more information, visit airproducts.com or follow us on LinkedInXFacebook or Instagram.

This release contains “forward-looking statements” within the safe harbor provisions of the Private Securities Litigation Reform Act of 1995. These forward-looking statements are based on management’s expectations and assumptions as of the date of this release and are not guarantees of future performance. While forward-looking statements are made in good faith and based on assumptions, expectations and projections that management believes are reasonable based on currently available information, actual performance and financial results may differ materially from projections and estimates expressed in the forward-looking statements because of many factors, including the risk factors described in our Annual Report on Form 10-K for the fiscal year ended September 30, 2025 and other factors disclosed in our filings with the Securities and Exchange Commission. Except as required by law, we disclaim any obligation or undertaking to update or revise any forward-looking statements contained herein to reflect any change in the assumptions, beliefs or expectations or any change in events, conditions or circumstances upon which any such forward-looking statements are based.

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SOURCE Air Products

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