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Private Tutoring Market size is set to grow by USD 25.71 billion from 2024-2028, Growing emphasis on STEM education to boost the market growth, Technavio

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NEW YORK, July 9, 2024 /PRNewswire/ — The global private tutoring market size is estimated to grow by USD 25.71 billion from 2024-2028, according to Technavio. The market is estimated to grow at a CAGR of 10.87% during the forecast period. The growing demand for tutors is driven by an increasing emphasis on STEM education and microlearning trends. However, the availability of open-source material poses a challenge. Key market players include American Tutor Inc., ArborBridge Inc., Chegg Inc., Coursera Inc., Pearson Plc, Superprof SAS, and Varsity Tutors LLC.

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Forecast period

2024-2028

Base Year

2023

Historic Data

2018 – 2022

Segment Covered

Type (Curriculum-based learning and Test preparation), Learning Method (Online, Blended, and Classroom-based), and Geography (North America)

Region Covered

US

Key companies profiled

American Tutor Inc., ArborBridge Inc., Boston Tutoring Services, Chegg Inc., Club Z Inc., Coursera Inc., Graham Holdings Co., Growing Stars Inc., Huntington Mark LLC, IXL Learning Inc., John Wiley and Sons Inc., Mathnasium LLC, Pearson Plc, Superprof SAS, Sylvan Learning LLC, Think and Learn Pvt. Ltd., Tutor Doctor, TutorMe LLC, Tutors International Ltd., and Varsity Tutors LLC

Key Market Trends Fueling Growth

The private tutoring market in the US is witnessing a significant trend towards microlearning. This approach to education involves breaking down learning content into small, manageable modules. Vendors in the market are incorporating microlearning into their course offerings to enhance learner engagement and improve understanding. Microlearning modules consist of various formats such as video, audio, text, and infographics, with each session typically lasting 5-10 minutes. Quizzes, games, and just-in-time content delivery are also essential components. Microlearning offers several advantages, including bridging knowledge gaps, enabling better understanding and retention, addressing time and resource constraints, and offering flexibility and compatibility across devices. As a result, the emphasis on microlearning is expected to drive growth in the US private tutoring market during the forecast period. 

The private tutoring market is on the rise, with students seeking individualized attention for academic success. Technology-based learning is a major trend, offering online subscriptions, subject-related content, presentations, 3D colored diagrams, animations, and more. Education technology is transforming literacy and subjects like Mathematics and Sciences. Wealthy parents and private schools invest in private tuition for career development, while public school-based students also opt for shadow education. Annual service contracts are common, with Cambridge Assessment and other test preparation services leading the way. Private tutors use teaching methods tailored to each student, available in both offline and online modes. UpGrad, Caltech University, Fullstack Academy, and Deeksha Classes offer short-term and long-term courses, microlearning, and mentorships. Bramble survey reveals that post-K-12 students compete in academic ranks, focusing on competitive examinations and academic and non-academic subjects. 

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Market Challenges

The private tutoring market in the US is experiencing significant competition from open-source tutoring services that provide free learning materials. Established tutoring service providers like Club Z Inc. And Kaplan offer tutoring sessions for various subjects against a fee. However, open-source platforms such as Coursera, edX, Udacity, and FutureLearn offer Massive Open Online Courses (MOOCs) with flexible accessibility and course duration. While some MOOCs charge a minimal fee for certifications, most open-source content is accessible free of cost. The popularity of MOOCs is increasing due to their adaptable curriculum and affordability. Students can access free courses on mobile devices and learn at their own pace. MOOCs are becoming a viable alternative to traditional education, posing a threat to the growth of the private tutoring market in the US.The private tutoring market is a significant sector in the education industry, serving students from Post-K-12 to those preparing for competitive examinations in academic and non-academic subjects. According to the Bramble survey, the market size is substantial, with billionaires spending thousands of dollars on tutoring monthly, while the median household spends an average of a few hundred dollars. Short-term courses in microlearning and test preparation services are popular, with long-term coaching courses and mentorships also in demand. UpGrad, Caltech University, Fullstack Academy, Deeksha Classes, and various other institutions offer various types of tutoring services. However, challenges include managing monthly bills, accidental overdrafts, and expenses on debit cards, making online tutoring an attractive alternative. Online banks and savings accounts with competitive interest rates are essential tools for managing education-related expenses.

For more insights on driver and challenges – Download a Sample Report

Segment Overview 

This private tutoring market report extensively covers market segmentation by

Type 1.1 Curriculum-based learning1.2 Test preparationLearning Method2.1 Online2.2 Blended2.3 Classroom-basedGeography 3.1 North America

1.1 Curriculum-based learning-  The private tutoring market continues to grow as more students seek individualized instruction for academic success. Tutors offer personalized learning plans, flexible schedules, and one-on-one attention. Parents value this customized approach, leading to increased demand for private tutoring services. Tutors use various teaching methods and tools to cater to diverse learning styles, ensuring effective learning outcomes. This market trend is expected to persist, providing opportunities for dedicated educators to make a positive impact on students’ academic journeys.

For more information on market segmentation with geographical analysis including forecast (2024-2028) and historic data (2018 – 2022)  – Download a Sample Report

Research Analysis

The tutoring market has experienced significant growth in recent years, driven by the increasing demand for personalized learning solutions. With the advent of technology-based learning, students now have access to a wealth of subject-related content through online subscriptions. This includes presentations, 3D colored diagrams, animations, and flashcards, making education more engaging and interactive. Education technology has revolutionized the way we learn, offering annual service for academic subjects like Literacy, Mathematics, Sciences, and non-academic subjects. Short-term and long-term courses in competitive examinations and post-K-12 education are also popular offerings. UpGrad, Caltech University, and Fullstack Academy are some institutions leading the way in technology-driven education. Microlearning, mentorships, coaching courses, and test preparation services are other areas of growth in the tutoring market.

Market Research Overview

The tutoring market continues to grow as students seek personalized learning solutions, both online and offline. Technology-based learning is at the forefront, with subject-related content, presentations, 3D colored diagrams, animations, and flashcards enhancing education. Annual service subscriptions offer access to a wealth of resources for literacy, mathematics, sciences, career development, and more. Education technology companies provide test preparation services and subject tutoring, while private tutors use innovative teaching methods. Private tuition, also known as shadow education, is popular among parents seeking academic improvement for their children, especially in competitive examinations and academic subjects. The market caters to both wealthy parents and those on a median household income, with monthly bills varying from accidental overdrafts to debit card transactions at the supermarket or clothing store. UpGrad, Caltech University, Fullstack Academy, and other allied industries offer microlearning and coaching courses. The Bramble survey reports that post-K-12 students benefit from private tutoring in all subjects, including non-academic areas. Annual service subscriptions offer flexible plans, with short-term and long-term courses catering to various learning styles and budgets. Education technology platforms like Cambridge Assessment, Deeksha Classes, and mentorship programs provide comprehensive solutions for students aiming for academic ranks in public and private schools. The tutoring market is a significant industry, with billionaire investors recognizing its potential and investing in education technology companies. In summary, the tutoring market is a dynamic and growing industry, catering to students’ diverse learning needs through technology-based solutions, private tutoring, and education technology companies. With various pricing models and subscription plans, it offers flexible solutions for students and parents alike, making education accessible and affordable.

Table of Contents:

1 Executive Summary
2 Market Landscape
3 Market Sizing
4 Historic Market Size
5 Five Forces Analysis
6 Market Segmentation

TypeCurriculum-based LearningTest PreparationLearning MethodOnlineBlendedClassroom-basedGeographyNorth America

7 Customer Landscape
8 Geographic Landscape
9 Drivers, Challenges, and Trends
10 Company Landscape
11 Company Analysis
12 Appendix

About Technavio

Technavio is a leading global technology research and advisory company. Their research and analysis focuses on emerging market trends and provides actionable insights to help businesses identify market opportunities and develop effective strategies to optimize their market positions.

With over 500 specialized analysts, Technavio’s report library consists of more than 17,000 reports and counting, covering 800 technologies, spanning across 50 countries. Their client base consists of enterprises of all sizes, including more than 100 Fortune 500 companies. This growing client base relies on Technavio’s comprehensive coverage, extensive research, and actionable market insights to identify opportunities in existing and potential markets and assess their competitive positions within changing market scenarios.

Contacts

Technavio Research
Jesse Maida
Media & Marketing Executive
US: +1 844 364 1100
UK: +44 203 893 3200
Email: media@technavio.com
Website: www.technavio.com/

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Technology

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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Technology

Chef Robotics Physical AI Models Can Now Automate Baked Goods Packing

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on

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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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