{"schemaVersion":1,"profileUrl":"https://nowen.ai/agents/software-carpentry-org","markdownUrl":"https://nowen.ai/agents/software-carpentry-org.md","jsonUrl":"https://nowen.ai/agents/software-carpentry-org.json","name":"The Carpentries","nickname":"Carpentries","website":"https://software-carpentry.org","industry":"Education Nonprofits","status":{"verified":false,"text":"Unclaimed: compiled by Nowen from public sources, not reviewed by the company"},"updatedAt":"2026-09-24T06:21:28.049Z","summary":"Software Carpentry is a Carpentries program teaching essential research computing skills to researchers.","description":"The Carpentries is a nonprofit organization that develops and teaches workshops and open-licensed lesson materials to improve researchers’ computing skills. Software Carpentry is a lesson program within The Carpentries, with a mission to provide researchers with high-quality, domain-specific training covering all aspects of research software engineering. The organization emphasizes hands-on, collaborative learning and a learner-centered approach delivered by a global community of volunteer instructors. Its programs focus on building core computing capabilities for research, enabling researchers to work more efficiently, reproduce results, and collaborate effectively. The Carpentries creates and maintains accessible curricula and resources that are freely reusable and adaptable under open licenses. Its target audience includes researchers with varying levels of programming experience who want to move from ad hoc scripting to more robust, shareable software. The organization endorses evidence-based pedagogy, rapid content iteration, and a welcoming environment that supports ongoing engagement, mentorship, and community building across disciplines and geographies.","mission":"Software Carpentry develops and teaches workshops on the fundamental programming skills needed to conduct research. Our mission is to provide researchers high-quality, domain-specific training covering all aspects of research software engineering.","directory":{"industryName":"Education Nonprofits","agentCount":7,"indexable":false,"hubUrl":"https://nowen.ai/industry/education-nonprofits"},"aiReaderFamilies":["OpenAI","Anthropic","Perplexity","Meta","Amazon"],"products":[{"name":"Software Carpentry","type":"Service","url":"https://software-carpentry.org/","summary":"Provides high-quality training for researchers to enhance their computing skills.","description":"Software Carpentry is a lesson program within The Carpentries that teaches basic lab skills for research computing. It focuses on topics like the Unix shell, version control with Git, and programming in Python or R; delivered via hands-on workshops by a global community of volunteer instructors. This program aims to improve researchers' computational efficiency, collaboration, and reproducibility. All lesson materials are freely reusable under an open license.","pricing":{"text":"Pricing not published"},"features":[{"name":"Evidence-based pedagogy with rapid iteration","value":"Ensures Relevant Learning","valueDescription":"Leveraging evidence-based techniques and continuous feedback allows the curriculum to remain relevant and effective for participants."},{"name":"Git version control training","value":"Facilitates Code Management","valueDescription":"Teaching version control with Git empowers researchers to manage their code efficiently while enabling collaboration with peers."},{"name":"Global volunteer instructor network","value":"Leverages Global Expertise","valueDescription":"A diverse network of volunteer instructors ensures workshops are delivered by knowledgeable individuals with practical experience, enhancing the learning experience."},{"name":"Hands-on, learner-centered pedagogy","value":"Promotes Active Learning","valueDescription":"Workshops are designed to be interactive and tailored to participants' needs, fostering an engaging learning environment."},{"name":"Open-licensed lesson materials","value":"Allows Material Adaptation","valueDescription":"All lesson materials are available under an open license, enabling users to adapt and reuse them for varied learning contexts."},{"name":"Python programming training","value":"Builds Analytical Skills","valueDescription":"Training in Python equips researchers with the skills to implement reproducible analyses, improving research output and collaboration."},{"name":"R programming training","value":"Enhances Statistical Analysis","valueDescription":"R programming training empowers researchers to perform statistical analyses and create visualizations that enhance data interpretation."},{"name":"Unix shell training","value":"Strengthens Command-Line Skills","valueDescription":"Training in the Unix shell provides essential command-line skills that are foundational for efficient computing and data manipulation."}]},{"name":"Data Carpentry","type":"Service","url":"https://datacarpentry.org/","summary":"Empowers researchers with essential data skills for efficient analysis and visualization.","description":"Data Carpentry is a Carpentries lesson program focusing on data organization, cleanup, analysis, and visualization. It complements Software Carpentry within The Carpentries and uses community-led, practical lessons to build data skills.","pricing":{"text":"Pricing not published"},"features":[{"name":"Data Analysis and Visualization","value":"Enhances Data Understanding","valueDescription":"Equips researchers with the skills to effectively analyze their data and generate meaningful visual representations, leading to better insights and communication of results."},{"name":"Data Organization and Cleanup","value":"Ensures Data Integrity","valueDescription":"Teaches essential techniques for structuring and refining datasets, significantly improving the accuracy and reliability of data analysis."},{"name":"Open-Licensed Materials","value":"Promotes Accessibility","valueDescription":"All lessons are freely reusable, allowing educators and researchers to adapt materials for varied learning contexts, thus broadening access to essential training resources."},{"name":"Community-Led Learning","value":"Encourages Collaboration","valueDescription":"Fosters a collaborative learning environment by integrating community knowledge and experiences, enhancing the relevance and applicability of the training."}]},{"name":"Library Carpentry","type":"Service","url":"https://librarycarpentry.org/","summary":"Enhances library professionals' skills in software development and data science.","description":"Library Carpentry is a Carpentries lesson program applying software development and data science concepts to library contexts. It offers open-licensed lessons that adapt software and data skills to libraries.","pricing":{"text":"Pricing not published"},"features":[{"name":"Library-focused software and data concepts","value":"Enhances Library Skills","valueDescription":"Library Carpentry empowers library professionals by introducing relevant software development and data science principles."},{"name":"Open-licensed lessons","value":"Freely Accessible Resources","valueDescription":"Library Carpentry's open-licensed lessons allow for broad adaptation and reuse, making valuable content accessible to all library professionals."}]},{"name":"Carpentries Incubator","type":"Platform","url":"https://carpentries-incubator.org/","summary":"Facilitates collaborative curriculum development for research training.","description":"Carpentries Incubator is a program within The Carpentries that supports the development of new curricula and lesson materials. It fosters collaborative lesson development and community-driven projects.","pricing":{"text":"Pricing not published"},"features":[{"name":"Collaborative curriculum development","value":"Enhances Curriculum Creation","valueDescription":"Empowers multiple contributors to collaborate effectively, ensuring diverse perspectives are integrated into lesson materials."},{"name":"Incubator program","value":"Guides Lesson Development","valueDescription":"Offers a framework that assists in the transition of innovative teaching concepts into comprehensive, tested curricula ready for implementation."},{"name":"Community-driven projects","value":"Boosts Community Engagement","valueDescription":"Creates a platform for educators and researchers to contribute ideas and resources, enhancing the relevance and applicability of lesson materials."}]},{"name":"Carpentries Lab","type":"Platform","url":"https://carpentries-lab.org/","summary":"Empowers collaborative development and testing of Carpentries lesson materials.","description":"Carpentries Lab is a Carpentries initiative listed under Lesson Development. It provides a platform for collaborative development and experimentation of Carpentries materials.","pricing":{"text":"Pricing not published"},"features":[{"name":"Collaborative Development Platform","value":"Enables Collaboration","valueDescription":"Facilitates real-time collaboration among teams to create, refine, and test educational materials, fostering a community-driven approach to development."}]},{"name":"Software Carpentry Workshops","type":"Service","url":"https://software-carpentry.org/workshops/","summary":"Enhance computing skills through hands-on workshops taught by trained instructors.","description":"Workshops offering Software Carpentry content with past and upcoming events, taught in-person or online by instructors and helpers. Courses cover core topics such as shell, Git, and Python or R.","pricing":{"text":"Pricing not published"},"features":[{"name":"Instructor and helper involvement","value":"Learn From Experienced Educators","valueDescription":"All workshops are facilitated by skilled instructors, ensuring a supportive and engaging learning environment while assistants provide additional help."},{"name":"Shell, Git, Python or R topics","value":"Master Essential Research Tools","valueDescription":"Participants gain practical experience in vital programming and version control skills, enhancing their research capabilities and efficiency."},{"name":"In-person and online delivery","value":"Participate Remotely Or In Person","valueDescription":"Flexibility in participation format allows accessibility for a wider audience, catering to various learning preferences and logistical situations."},{"name":"Accessible Open License Materials","value":"Utilize Freely Available Resources","valueDescription":"Participants and organizations can leverage open-licensed materials for further learning and teaching, fostering a culture of collaborative education."}]}],"audiences":[],"segments":[{"name":"Research computing training","description":"Hands-on workshops and curricula that teach researchers core computing practices—command line, version control, and programming—to improve reproducibility, efficiency, and collaboration.","size":0.9,"cagr":12,"color":1,"productNames":["Software Carpentry","Software Carpentry Workshops"],"methodology":"No explicit figures for \"research computing training\" were found in the results. I treated it as a niche subset of broader IT training and cloud/advanced computing education markets. Using the IT training market ($86.49B in 2024) as a base and assuming research-focused, specialist training represents roughly 1% of that market yields ~USD 0.9B. Growth potential is set above general IT training (6.2% CAGR) but below the fastest cloud/next-generation education segments (20–23% CAGR), resulting in an estimated ~12% CAGR reflecting accelerated demand for reproducible research, HPC and domain-specific computing skills.","citations":[{"url":"https://www.openpr.com/news/4269306/it-training-market-size-share-trends-and-industry-forecast","text":"the global IT training market attained a value of USD 86.49 billion in 2024."},{"url":"https://www.marketresearchfuture.com/reports/cloud-computing-education-market-28687","text":"2024 Market Size$ 48.1 Billion; CAGR (2025 - 2035)22.84%."},{"url":"https://www.fortunebusinessinsights.com/next-generation-computing-market-108676","text":"The global next generation computing market size was valued at USD 194.70 billion in 2025."}]},{"name":"Research computing and statistical analysis","description":"Statistical analysis, data visualization, and computational tools for research, classroom instruction, and analytic workflows.","size":14.14,"cagr":10.71,"color":2,"productNames":["Data Carpentry","Software Carpentry Workshops"],"methodology":"Primary estimate uses Market Research Future’s Statistical Analytics market figure of USD 14.14 billion (2024) and its projected 10.71% CAGR (2025–2035). This is supported by adjacent market data: the larger HPC/HPDA market (USD 59.33B in 2025, ~9% CAGR) and an alternative statistical-software estimate (USD 7.1B in 2024, ~9.2% CAGR), which together indicate strong demand for research computing and statistical-analysis tools.","citations":[{"url":"https://www.marketresearchfuture.com/reports/statistical-analytics-market-4167","text":"2024 Market Size $14.14 Billion; CAGR (2025 - 2035) 10.71%."},{"url":"https://www.fortunebusinessinsights.com/industry-reports/high-performance-computing-hpc-and-high-performance-data-analytics-hpda-market-100636","text":"The global high performance computing market size was valued at USD 59.33 billion in 2025; CAGR 9.00% (2026–2034)."},{"url":"https://www.openpr.com/news/4153742/north-america-set-to-dominate-statistical-analysis-software","text":"Statistical analysis software market valued at approximately USD 7.1 billion in 2024; projected CAGR 9.2% (2025–2033)."}]},{"name":"Open curriculum development","description":"Collaborative development, incubation, and maintenance of open‑licensed lesson materials and curricula enabling community-driven, reusable educational content.","size":2,"cagr":10,"color":3,"productNames":["Carpentries Incubator","Carpentries Lab"],"methodology":"Estimated by triangulating: (1) Statista’s global Online Education revenue (~US$281.0B in 2026) as an upper market context, (2) MRFR’s MOOCs market (~US$11.43B in 2024; 14.78% CAGR) as the specialized course/content segment, and (3) an example curriculum submarket (early education courses ~US$15B) to show content-market scale. Open‑curriculum development is a niche, community‑driven subset of content and curriculum services (likely under 1% of global online education revenues). Using a midpoint of that implied range gives an estimated market size of about US$2.0B. Growth potential is set between the broad online‑education CAGR (low single digits) and higher specialist/course segment CAGR (mid‑teens), yielding an estimated ~10% CAGR for open curriculum development.","citations":[{"url":"https://www.marketresearchfuture.com/reports/massive-open-online-course-market-32475","text":"\"Massive Open Online Course Market Size was estimated at 11.43 USD Billion in 2024.\""},{"url":"https://www.statista.com/outlook/emo/online-education/worldwide/?srsltid=AU7gw4X173EBJAfMm8InFqgZqPaWnE4j1EfypvJ5V96oIjpFhPCu1e4r","text":"\"Revenue in the Online Education market is projected to reach US$280.99bn in 2026.\""},{"url":"https://www.linkedin.com/pulse/early-education-course-market-size-industry-i8qvf","text":"\"The United States early education course market is valued at approximately $15 billion in 2023, with a CAGR projected around 6% through 2028.\""}]},{"name":"Library data and digital skills training","description":"Instruction and lesson materials that adapt data and digital practices for library professionals, focusing on data stewardship and applied technical skills.","size":0.5,"cagr":8.5,"color":4,"productNames":["Library Carpentry"],"methodology":"No explicit market-size or CAGR figures were present in the supplied search results. Estimate derived using internal sector reasoning: the market is a narrow niche of professional development/e-learning aimed at libraries (public, academic, school, special) with modest per-organisation training budgets (roughly low hundreds to low thousands USD annually). Aggregating plausible per-organisation spend across the global population of library organisations and professionals and aligning with broader e-learning/professional-skills training growth rates yields an estimated global market of about $0.5B and a mid-single-digit to low-double-digit growth potential (CAGR ~8.5%).","citations":[]}],"faq":[],"comparisons":[],"sources":[{"url":"https://software-carpentry.org","text":"The Carpentries"},{"url":"https://software-carpentry.org/","text":"Software Carpentry"},{"url":"https://datacarpentry.org/","text":"Data Carpentry"},{"url":"https://librarycarpentry.org/","text":"Library Carpentry"},{"url":"https://carpentries-incubator.org/","text":"Carpentries Incubator"},{"url":"https://carpentries-lab.org/","text":"Carpentries Lab"},{"url":"https://software-carpentry.org/workshops/","text":"Software Carpentry Workshops"},{"url":"https://www.openpr.com/news/4269306/it-training-market-size-share-trends-and-industry-forecast","text":"the global IT training market attained a value of USD 86.49 billion in 2024."},{"url":"https://www.marketresearchfuture.com/reports/cloud-computing-education-market-28687","text":"2024 Market Size$ 48.1 Billion; CAGR (2025 - 2035)22.84%."},{"url":"https://www.fortunebusinessinsights.com/next-generation-computing-market-108676","text":"The global next generation computing market size was valued at USD 194.70 billion in 2025."},{"url":"https://www.marketresearchfuture.com/reports/statistical-analytics-market-4167","text":"2024 Market Size $14.14 Billion; CAGR (2025 - 2035) 10.71%."},{"url":"https://www.fortunebusinessinsights.com/industry-reports/high-performance-computing-hpc-and-high-performance-data-analytics-hpda-market-100636","text":"The global high performance computing market size was valued at USD 59.33 billion in 2025; CAGR 9.00% (2026–2034)."},{"url":"https://www.openpr.com/news/4153742/north-america-set-to-dominate-statistical-analysis-software","text":"Statistical analysis software market valued at approximately USD 7.1 billion in 2024; projected CAGR 9.2% (2025–2033)."},{"url":"https://www.marketresearchfuture.com/reports/massive-open-online-course-market-32475","text":"\"Massive Open Online Course Market Size was estimated at 11.43 USD Billion in 2024.\""},{"url":"https://www.statista.com/outlook/emo/online-education/worldwide/?srsltid=AU7gw4X173EBJAfMm8InFqgZqPaWnE4j1EfypvJ5V96oIjpFhPCu1e4r","text":"\"Revenue in the Online Education market is projected to reach US$280.99bn in 2026.\""},{"url":"https://www.linkedin.com/pulse/early-education-course-market-size-industry-i8qvf","text":"\"The United States early education course market is valued at approximately $15 billion in 2023, with a CAGR projected around 6% through 2028.\""}]}