Universities worldwide are tasked with producing employable graduates capable of operating in evolving, complex, and global labour markets. Research into the effectiveness of year-in-industry placements to facilitate such objectives often portrays the dominant actors as students, employers, managers, and (de)centralised placement teams. Framing…

Machine learning (ML) is increasingly utilized in the development and assurance of safety-critical systems (SCSs) nowadays, much like other complex problems. Safety is the topmost priority in SCS, hence, developers who are working in this area must possess extensive knowledge of both ML and SCS. This article presents a methodical investigation…

This study developed and tested a model of higher education environmental science program review through industry-wide surveys of environmental science graduate employers. We surveyed 62 environmental professionals who manage recent environmental science graduate employees in eastern Australia. The survey captured expectations of graduates' skill…

The transition from engineering student to early career engineer is often difficult as not all skills that constitute effective engineering practice are formally taught. Work placements are suggested as a solution by providing opportunities to learn skills that academia is unable to teach. However, academic requirements for skills such as research…

Industry reports show that fresh engineering and non-engineering graduates from Indian universities are not readily employable. The Government-owned Andhra Pradesh Information Technology Academy (APITA) seeks to equip graduates from the state's degree and engineering colleges with industry-relevant skill sets for gainful employment. This study…