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Development of Curriculum and delivery materials has undergone changes over a period of time, in undergraduate engineering degree system in Indian universities. However, there exists a gap between industry expectations in IT field and…

Computers and Society · Computer Science 2016-09-08 H. A. Padmini , A. Keshav Bharadwaj , T. R. Gopalakrishnan Nair

Indian Universities and Research Institutions have been the cornerstone of human resource development in the country, nurturing bright minds and shaping the leaders of tomorrow. Their unwavering commitment to excellence in education and…

General Economics · Economics 2023-04-25 Shoyeb Khan , Satyendra Kumar Sharma , Arnab Kumar Laha

Mathematicians have traditionally been a select group of academics that produce high-impact ideas allowing substantial results in several fields of science. Throughout the past 35 years, undergraduates enrolling in mathematics or statistics…

History and Overview · Mathematics 2024-03-18 Ariel Cintron-Arias , Ryan Nivens , Anant Godbole , Calvin B. Purvis

This research model uses an emancipatory approach to address challenges of equity in the science, technology, engineering, and math (STEM) workforce. Serious concerns about low minority participation call for a rigorous evaluation of new…

Physics Education · Physics 2018-05-07 K. M. Moorning

Australia faces a critical technology skills shortage, requiring approximately $52,000$ new technology professionals annually by 2030, while confronting a widening gap between employer requirements and graduate capabilities. With only $1\%$…

Computers and Society · Computer Science 2025-06-06 Anatoli Kovalev , Narelle Stefanac , Marian-Andrei Rizoiu

Demand for technology focused STEM professionals will increase globally over the coming decade, with many countries finding it difficult to meet growing demand. Compounding this are difficulties in attracting and retaining female…

Computers and Society · Computer Science 2025-10-28 Shondell Williams , Karen Blackmore , Regina Berretta , Michelle Mansfield

A UserWay study in 2021 indicates that an annual global e-commerce revenue loss of approximately $16 billion can be attributed to inaccessible websites and applications. According to the 2023 WebAIM study, only 3.7% of the world's top one…

Software Engineering · Computer Science 2024-06-14 Parthasarathy P D , Swaroop Joshi

Emerging professions in fields like Artificial Intelligence (AI) and sustainability (green jobs) are experiencing labour shortages as industry demand outpaces labour supply. In this context, our study aims to understand whether employers…

General Economics · Economics 2024-11-07 Matthew Bone , Eugenia Ehlinger , Fabian Stephany

About one fifth of Ph.D's across all STEM disciplines secure a tenure track position in academia. It is also the case that science and engineering have evolved significantly and so has the nature of the labor market and the increasingly…

Instrumentation and Methods for Astrophysics · Physics 2019-04-10 Amaya Moro-Martín

Computing Education faces significant challenges in equipping graduates with the resilience necessary to remain relevant amid rapid technological change. While existing curricula cultivate computing competencies, they often fail to…

Computers and Society · Computer Science 2025-11-11 Enes Ayalp

Science, technology, engineering, and math (STEM) fields play growing roles in national and international economies by driving innovation and generating high salary jobs. Yet, the US is lagging behind other highly industrialized nations in…

Other Statistics · Statistics 2017-08-31 Lovenoor Aulck , Rohan Aras , Lysia Li , Coulter L'Heureux , Peter Lu , Jevin West

Quantum information science and technology (QIST) has progressed significantly in the last decade, such that it is no longer solely in the domain of research labs, but is now beginning to be developed for, and applied in, industrial…

We introduce a probabilistic model of labor markets for university graduates, in particular, in Japan. To make a model of the market efficiently, we take into account several hypotheses. Namely, each company fixes the (business year…

General Finance · Quantitative Finance 2015-06-17 He Chen , Jun-ichi Inoue

IT-driven innovation is an enormous factor in the worldwide economic leadership of the United States. It is larger than finance, construction, or transportation, and it employs nearly 6% of the US workforce. The top three companies, as…

How technology affects growth or employment has long been debated. With a hiatus, the debate revived once again in the form of how Information and Communications Technology, as a form of new technology, exerts on productivity and…

Economics · Quantitative Finance 2017-04-06 Dr. Pawan Kumar

The failure of landing a job for college students could cause serious social consequences such as drunkenness and suicide. In addition to academic performance, unconscious biases can become one key obstacle for hunting jobs for graduating…

Machine Learning · Computer Science 2019-12-30 Teng Guo , Feng Xia , Shihao Zhen , Xiaomei Bai , Dongyu Zhang , Zitao Liu , Jiliang Tang

Educational Data Mining (EDM) is a promising field, where data mining is widely used for predicting students performance. One of the most prevalent and recent challenge that higher education faces today is making students skillfully…

Computers and Society · Computer Science 2024-07-25 Pooja Thakar , Anil Mehta , Manisha

Many, but not all, Indian CS & IT academics tend to have a focus on theory and research. They do not give much importance to the practice of software development. This paper proposes an additional software development career track for…

Computers and Society · Computer Science 2012-12-24 Ravi S. Iyer

This paper investigates the inter-regional intra-industry disparity within selected Indian manufacturing industries and industrial states. The study uses three measures - the Output-Capital Ratio, the Capital-Labor Ratio, and the…

General Economics · Economics 2023-04-06 Samidh Pal

Given the ongoing "arms race" in cybersecurity, the shortage of skilled professionals in this field is one of the strongest in computer science. The currently unmet staffing demand in cybersecurity is estimated at over 3 million jobs…

Cryptography and Security · Computer Science 2022-05-02 Francois Goupil , Pavel Laskov , Irdin Pekaric , Michael Felderer , Alexander Dürr , Frederic Thiesse
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