Best Technical Skills Development Software with IT operations Capabilities

How Many Technical Skills Development Software Products Does G2 Track?

Total Products under this Category: 225

Category Stats (Sep 2026)

  • Average Rating: 4.41/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: PaperLive Learning (+0.75%) - Among all products in this category, PaperLive Learning recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Technical Skills Development Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 17,000+ Authentic Reviews
  • 225+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Technical Skills Development Software

G2 Grid® for Technical Skills Development Software plotting products by satisfaction and market presence

Highlighted products: Udemy Business, DataCamp, O'Reilly, Coursera for Business, LinkedIn Learning, Pluralsight, INE, and Whizlabs.

Underlying data: [Grid® JSON](https://www.g2.com/categories/technical-skills-development/grids.json?focus%5B%5D=udemy-business&focus%5B%5D=datacamp&focus%5B%5D=o-reilly&focus%5B%5D=coursera-for-business&focus%5B%5D=linkedin-linkedin-learning&focus%5B%5D=pluralsight&focus%5B%5D=ine&focus%5B%5D=whizlabs)

O'Reilly

O'Reilly is a comprehensive learning platform designed to provide users with access to a vast array of resources focused on technology and software development. It serves as a centralized hub for professionals seeking to enhance their skills, stay updated on industry trends, and solve complex problems. The platform aggregates insights from expert practitioners, making it an invaluable resource for individuals and teams aiming to navigate the rapidly evolving technological landscape. Targeted primarily at software developers, data scientists, IT professionals, and business leaders, O'Reilly caters to a diverse audience with varying levels of expertise. Whether you are a novice looking to learn the fundamentals or an experienced professional aiming to refine your skills or explore new technologies, O'Reilly offers tailored resources to meet your needs. The platform is particularly useful for organizations that wish to foster a culture of continuous learning and innovation among their employees. One of the standout features of O'Reilly is its extensive library of content, which includes books, videos, live training sessions, and interactive learning paths. Users can access thousands of titles covering a wide range of topics, from programming languages and frameworks to data analysis and cloud computing. This rich repository of knowledge allows users to dive deep into specific subjects or gain a broad understanding of emerging technologies, making it easier to tackle challenging projects or adopt new tools. Additionally, O'Reilly's learning platform is equipped with powerful search and filtering capabilities, enabling users to quickly find relevant content based on their specific queries or interests. This functionality is particularly beneficial for those facing immediate challenges, as it allows them to locate precise solutions or guidance without sifting through unrelated material. Furthermore, the platform frequently updates its offerings to reflect the latest advancements in technology, ensuring that users have access to current and relevant information. By leveraging the insights of industry experts and providing a wealth of resources, O'Reilly empowers users to enhance their technical skills and stay competitive in their fields. The platform not only facilitates individual learning but also supports organizational growth by equipping teams with the knowledge necessary to innovate and excel in their respective domains.

Average Rating: 4.7/5.0

Total Reviews: 254

How Do G2 Users Rate O'Reilly?

  • Quality of Support: 9.3/10 (Category avg: 8.8/10)
  • AI Text Generation: 7.6/10 (Category avg: 8.0/10)
  • Skill Gap Analysis: 8.2/10 (Category avg: 8.5/10)
  • Comprehension Checks: 8.8/10 (Category avg: 8.6/10)

Who Is the Company Behind O'Reilly?

  • Seller: O'Reilly Media
  • Company Website:
  • Year Founded: 1978
  • HQ Location: Santa Rosa, CA
  • Twitter: @OReillyMedia
    103,761 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,374 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 58% Large, 23% Small

What Do G2 Reviewers Say About O'Reilly?

AI-generated summary from verified user reviews

Pros
  • Users value the extensive variety of resources on O'Reilly, enabling personalized learning through books, courses, and videos.
  • Users value the high-quality content of O'Reilly, finding it essential for learning and skill development.
  • Users value the extensive variety of topics available on O'Reilly, catering to diverse learning interests and needs.
  • Users value O'Reilly's vast collection of tech resources, offering everything from books to live courses and webinars.
  • Users commend O'Reilly for its comprehensive and up-to-date content, making it invaluable for continuous learning and skill development.
Cons
  • Users find O'Reilly's pricing expensive, making it less appealing for individual subscriptions without rigorous usage.
  • Users face navigation issues with searching, particularly when trying to limit results to specific playlists or resources.
  • Users note that the presence of outdated content can detract from the overall experience and relevance of the material.
  • Users find the lack of clarity in O'Reilly's new interface frustrating and time-consuming for locating content.
  • Users note a lack of diverse courses in O'Reilly, limiting options for comprehensive learning in various technologies.

What Are Recent G2 Reviews of O'Reilly?

What Are G2 Users Discussing About O'Reilly?

LinkedIn Learning

LinkedIn Learning, the leading online learning platform, helps organizations increase learner engagement and develop the skills they need today and tomorrow. With over 16,000 courses taught by real-world experts from Lynda.com—and more than 50 new courses added every week—the library is always up-to-date with the most in-demand business, technical, and creative content. Drawing on insights from 600+ million LinkedIn members, LinkedIn Learning also delivers personalized recommendations that connect learners with the most relevant online learning resources. For more information, visit http://learning.linkedin.com.

Average Rating: 4.4/5.0

Total Reviews: 687

How Do G2 Users Rate LinkedIn Learning?

  • Quality of Support: 8.7/10 (Category avg: 8.8/10)
  • AI Text Generation: 7.7/10 (Category avg: 8.0/10)
  • Skill Gap Analysis: 8.6/10 (Category avg: 8.5/10)
  • Comprehension Checks: 8.5/10 (Category avg: 8.6/10)

Who Is the Company Behind LinkedIn Learning?

  • Seller: LinkedIn
  • Year Founded: 2003
  • HQ Location: Sunnyvale, CA
  • Twitter: @LinkedIn
    1,831,939 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23,539 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Teaching Assistant, Project Manager
  • Top Industries: Higher Education, Information Technology and Services
  • Company Size: 36% Large, 34% Medium

What Do G2 Reviewers Say About LinkedIn Learning?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of LinkedIn Learning, making skill development and career growth seamless and efficient.
  • Users value the easy certification integration with LinkedIn, boosting their credibility and showcasing their skills to recruiters.
  • Users enjoy the easy learning experience of LinkedIn Learning, finding it perfect for quick, focused skill development.
  • Users appreciate the ease of use and extensive topics available on LinkedIn Learning, enhancing their career development.
  • Users value the knowledge enhancement offered by LinkedIn Learning, empowering career growth through accessible skill development.
Cons
  • Users find the limited interactivity in LinkedIn Learning courses disappointing, especially given the platform's high pricing.
  • Users express concern over the high cost of LinkedIn Learning, especially for limited interactive content and basic-level courses.
  • Users express concern over insufficient hands-on learning, preferring more interactive exercises to apply concepts effectively.
  • Users experience limited practice opportunities in LinkedIn Learning courses, which diminishes the learning experience for hands-on skills.
  • Users often face navigation issues with search and filtering tools, impacting their learning experience on LinkedIn Learning.

What Are Recent G2 Reviews of LinkedIn Learning?

What Are G2 Users Discussing About LinkedIn Learning?

Pluralsight

Pluralsight is the leading technology skill development company powering the tech workforce forward, faster. As the pioneer in technology learning, Pluralsight closes skills gaps, enables cross-functional collaboration, and prepares teams for the challenges of the future. It’s skill-building at the speed of tech, with a focus on evolving topics like AI and data, cloud operations, and cybersecurity. Global organizations rely on Pluralsight to evaluate team tech knowledge through skill assessments and analytics, enhance skill mastery with expert-led courses, and provide hands-on practice opportunities through labs and sandboxes. Learners stay ahead with real-world certification prep that empowers them to ace exams and earn today’s top industry credentials. Customize your upskilling experience based on specific business needs, goals, and outcomes. Equip your teams with the tech skills needed to thrive in an era of constant innovation.

Average Rating: 4.6/5.0

Total Reviews: 1,297

How Do G2 Users Rate Pluralsight?

  • Quality of Support: 8.9/10 (Category avg: 8.8/10)
  • AI Text Generation: 7.6/10 (Category avg: 8.0/10)
  • Skill Gap Analysis: 8.5/10 (Category avg: 8.5/10)
  • Comprehension Checks: 8.4/10 (Category avg: 8.6/10)

Who Is the Company Behind Pluralsight?

  • Seller: Pluralsight
  • Company Website:
  • Year Founded: 2004
  • HQ Location: Westlake, TX
  • Twitter: @pluralsight
    227,517 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,832 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Software Developer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 48% Large, 31% Medium

What Do G2 Reviewers Say About Pluralsight?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the high-quality, expert-led courses of Pluralsight, facilitating effective learning across varying experience levels.
  • Users appreciate the ease of use of Pluralsight, enjoying its smooth interface and straightforward setup for learning.
  • Users love the straightforward learning experience of Pluralsight, making skill development easy and efficient for all levels.
  • Users appreciate the straightforward learning experience of Pluralsight, with tailored courses that enhance efficiency and engagement.
  • Users love the variety of courses on Pluralsight, covering everything from basics to advanced cloud and networking topics.
Cons
  • Users feel the pricing is expensive, particularly since subscriptions lack lifetime access and can frustrate individual learners.
  • Users feel the high subscription cost can be a barrier, especially without lifetime access to courses.
  • Users are frustrated by the lack of hands-on labs for all topics, limiting practical learning opportunities.
  • Users struggle with a lack of clarity in content that can overwhelm beginners, making it hard to engage.
  • Users express concern over outdated content in Pluralsight, noting some courses do not align with current standards.

What Are Recent G2 Reviews of Pluralsight?

What Are G2 Users Discussing About Pluralsight?

INE

INE is a comprehensive training solution designed to empower organizations with the skills necessary to navigate the complexities of IT and cybersecurity. With over 20 years of experience serving Fortune 500 companies, INE offers a robust suite of on-demand courses, live virtual training sessions, and immersive labs that provide hands-on practical experience. This approach ensures that teams are not only prepared for examinations but also equipped to tackle real-world challenges with confidence. Targeted towards professional and enterprise teams, INE's offerings cater to a diverse audience that includes IT professionals, cybersecurity experts, and organizations seeking to enhance their workforce capabilities. The platform is particularly beneficial for companies looking to upskill their employees, retain talent, and maintain compliance with industry standards. By leveraging INE’s resources, organizations can create a continuous cycle of skill development that is essential in today’s rapidly evolving technological landscape. INE’s key features include an extensive library of over 750 expert-led courses, more than 70 structured learning paths, and thousands of hands-on labs designed to provide practical experience. Additionally, the platform offers 12 industry-awarded certifications that validate the skills acquired by learners. These features not only enhance the learning experience but also ensure that users gain in-depth knowledge and practical techniques necessary for identifying and mitigating IT and cyber threats effectively. Furthermore, INE provides enhanced business analytics and dashboarding tools that allow organizations to measure training return on investment (ROI) and gain real-time insights into their workforce development efforts. This data-driven approach enables organizations to make informed decisions about training investments and further develop their teams in alignment with evolving industry demands. As cyber threats continue to evolve, INE equips professionals with the tools and knowledge needed to stay ahead, making it a trusted partner for over 1,450 global organizations committed to workforce development.

Average Rating: 4.4/5.0

Total Reviews: 408

How Do G2 Users Rate INE?

  • Quality of Support: 8.6/10 (Category avg: 8.8/10)
  • AI Text Generation: 8.0/10 (Category avg: 8.0/10)
  • Skill Gap Analysis: 8.2/10 (Category avg: 8.5/10)
  • Comprehension Checks: 8.1/10 (Category avg: 8.6/10)

Who Is the Company Behind INE?

  • Seller: INE
  • Company Website:
  • Year Founded: 2003
  • HQ Location: Cary, North Carolina
  • Twitter: @ine
    43,961 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,436 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Network Engineer, Student
  • Top Industries: Computer & Network Security, Information Technology and Services
  • Company Size: 47% Small, 31% Large

What Do G2 Reviewers Say About INE?

AI-generated summary from verified user reviews

Pros
  • Users value the wide variety of in-depth topics covered by INE, enhancing their learning experience significantly.
  • Users appreciate the variety of subjects in INE's courses, covering essential topics and catering to all levels of learners.
  • Users value the hands-on practice opportunities with clear videos and integrated labs, enhancing their learning experience.
  • Users commend the high professionalism of INE's instructors, enhancing the learning experience significantly for beginners.
  • Users appreciate the extensive Online Training Library of INE, enjoying updated and diverse content for effective learning.
Cons
  • Users express disappointment over the lack of labs, which limits practical learning and creates confusion for beginners.
  • Users report frequent lab malfunctions, including instability and forced closures, disrupting the learning experience.
  • Users find the content quality lacking with outdated materials and insufficient practical lab distribution in INE.
  • Users find the course quality lacking, with some instructors failing to engage and explain concepts effectively.
  • Users find the expensive pricing and poor user experience to be major downsides of the INE product.

What Are Recent G2 Reviews of INE?

What Are G2 Users Discussing About INE?

ACI Learning [ITPro]

ACI Learning is a comprehensive IT and cybersecurity training solution designed to equip users with practical skills necessary for real-world applications. This platform focuses on outcome-driven learning, ensuring that teams can effectively build their expertise through hands-on labs, certification preparation, and engaging video content crafted by industry experts. By providing structured assignments and guided learning pathways, ACI Learning facilitates purposeful upskilling, allowing learners to remain focused and make consistent progress towards their professional goals. The target audience for ACI Learning includes IT professionals, cybersecurity specialists, and organizations seeking to enhance their workforce's capabilities in a rapidly evolving technological landscape. The platform is particularly beneficial for teams looking to stay ahead of industry trends, improve their skill sets, and achieve certification in various IT and cybersecurity domains. Specific use cases include preparing for certification exams, enhancing practical skills through lab exercises, and fostering a culture of continuous learning within organizations. Key features of ACI Learning include the myACI platform, which integrates video content, hands-on labs, and assessments into a cohesive learning experience. This all-in-one solution not only enhances engagement and retention but also provides built-in dashboards and analytics that enable teams to track their progress and measure the impact of their training initiatives. Organizations can align their training efforts with business outcomes, ensuring that the skills developed are directly applicable to their operational needs. Additionally, myACI offers Marketplace access to a wide range of top-tier content beyond IT and cybersecurity, allowing organizations to scale their training efforts effectively. This feature helps boost retention and demonstrates return on investment (ROI) at every stage of the training process. By providing a robust and flexible learning environment, ACI Learning stands out as a valuable resource for organizations aiming to enhance their workforce's technical capabilities and adapt to the demands of the digital age.

Average Rating: 4.7/5.0

Total Reviews: 384

How Do G2 Users Rate ACI Learning [ITPro]?

  • Quality of Support: 9.6/10 (Category avg: 8.8/10)
  • AI Text Generation: 9.1/10 (Category avg: 8.0/10)
  • Skill Gap Analysis: 8.3/10 (Category avg: 8.5/10)
  • Comprehension Checks: 8.5/10 (Category avg: 8.6/10)

Who Is the Company Behind ACI Learning [ITPro]?

  • Seller: ACI Learning
  • Company Website:
  • HQ Location: Centennial, Colorado
  • Twitter: @aci_learning
    9,670 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    685 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Network Engineer, Student
  • Top Industries: Information Technology and Services, Computer & Network Security
  • Company Size: 46% Small, 32% Medium

What Do G2 Reviewers Say About ACI Learning [ITPro]?

AI-generated summary from verified user reviews

Pros
  • Users highly value the comprehensive content of ACI Learning, enhancing practical skills and enabling career growth efficiently.
  • Users love the ease of use of ACI Learning, finding it user-friendly and engaging for IT training.
  • Users value the high-quality, engaging content of ACI Learning [ITPro], enjoying its accessible and informative presentation.
  • Users value the extensive video content of ACI Learning [ITPro], facilitating easy and engaging learning at their pace.
  • Users appreciate the high-quality training materials of ACI Learning, enhancing practical knowledge for real-world applications.
Cons
  • Users express disappointment with the outdated content, noting missing topics and slow updates for newer certifications.
  • Users note that the lab issues include insufficient interactivity and too much reliance on reading materials instead of practical work.
  • Users find the limited content on advanced topics frustrating, especially in areas like VMware and Software Development.
  • Users express concern about the outdated courses, noting delays in updates for critical content and certifications.
  • Users find the insufficient hands-on learning in ACI Learning limits skill demonstration and engagement during courses.

What Are Recent G2 Reviews of ACI Learning [ITPro]?

edX

EdX offers interactive online classes and MOOCs from the world's best universities, colleges and organizations.

Average Rating: 4.5/5.0

Total Reviews: 118

How Do G2 Users Rate edX?

  • Quality of Support: 8.7/10 (Category avg: 8.8/10)
  • AI Text Generation: 6.1/10 (Category avg: 8.0/10)
  • Skill Gap Analysis: 8.0/10 (Category avg: 8.5/10)
  • Comprehension Checks: 8.9/10 (Category avg: 8.6/10)

Who Is the Company Behind edX?

  • Seller: 2U
  • Year Founded: 2008
  • HQ Location: Arlington, Virginia, United States
  • LinkedIn® Page: www.linkedin.com
    3,103 employees on LinkedIn®
  • Ownership: NASDAQ:TWOU
  • Total Revenue (USD mm): $774

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Higher Education, Computer Software
  • Company Size: 40% Medium, 37% Small

What Do G2 Reviewers Say About edX?

AI-generated summary from verified user reviews

Pros
  • Users value the comprehensive courses from top universities on edX for enhancing their technical skills.
  • Users appreciate the access to diverse university courses on edX, enhancing their technical skills effectively.
  • Users value the extensive educational resources on edX, benefiting from courses offered by prestigious universities.
  • Users value the knowledge enhancement offered by edX, benefiting from university-level courses for skill development.
  • Users appreciate the strong skill development through edX's extensive university-level courses for upskilling.
Cons
  • Users desire a more diverse course selection on edX to enhance their learning opportunities and experiences.
  • Users desire a more diverse course selection, feeling that edX lacks variety in its offerings.
  • Users express a desire for a more diverse course selection on edX to enhance their learning experience.
  • Users express a desire for a more diverse course selection on edX, feeling limited in their choices.

What Are Recent G2 Reviews of edX?

What Are G2 Users Discussing About edX?

FutureLearn

Choose from hundreds of free online courses: from Language & Culture to Business & Management; Science & Technology to Health & Psychology.

Average Rating: 4.4/5.0

Total Reviews: 19

How Do G2 Users Rate FutureLearn?

  • Quality of Support: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind FutureLearn?

  • Seller: FutureLearn
  • Year Founded: 2012
  • HQ Location: London, United Kingdom
  • Twitter: @FutureLearn
    94,430 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    201 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 62% Small, 24% Large

What Are Recent G2 Reviews of FutureLearn?

What Are G2 Users Discussing About FutureLearn?

Online IT Guru

An education platform. It is a Global-wide and is trading in online as course school to professional. They provide certification with real time project with 24/7 support, providing the course as platforms of Cloud, Microsoft and Mobile

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate Online IT Guru?

  • Quality of Support: 10.0/10 (Category avg: 8.8/10)
  • AI Text Generation: 8.3/10 (Category avg: 8.0/10)
  • Skill Gap Analysis: 10.0/10 (Category avg: 8.5/10)
  • Comprehension Checks: 10.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Online IT Guru?

Who Uses This Product?

  • Company Size: 100% Medium

ROI Training

ROI delivers customized technology and management training solutions to large corporations and government agencies around the world.

Who Is the Company Behind ROI Training?

Sudaksha

Sudaksha provides industry-preferred courses in the technology domain. It offers various IT Course Training for graduates and professionals while transforming and empowering them with the right technical and corporate skills to make them employable and industry ready.

Who Is the Company Behind Sudaksha?