Polygon Created with Sketch. Home | Research

Built to scale? Microcredentials use among digital professionals

Microcredentials for digital skills can provide alternative pathways for professionals without formal training or education in data science, computer science, or software engineering by showing competency in these skill sets.

Given the rapidly changing technical tools and products of the technology economy, microcredentials have potential to support the development of digitally intensive skills and workers. Using a novel labour market information source through LinkedIn profile data, this report assesses the current uptake of microcredentials in two digitally-intensive occupations: data scientists and software professionals. We compare those who have completed microcredentials with those who have not across experience levels, skills profiles, educational attainment, and other characteristics. The report’s findings inform both higher education and workforce practitioners who are building microcredentials, and policymakers seeking to understand and support this new form of learning and upskilling.

Decorative

Key insights

Better data sources are required to assess the use and value of microcredentials. Future approaches could explore how private data sources like LinkedIn profiles can be used in conjunction with public data sources collected by Statistics Canada in ways that preserve and protect privacy to improve labour market analysis.

Quality assurance of microcredentials in Canada should be a priority for education leaders and policymakers. While these new alternative credentials hold promise, the absence of common definitions and quality frameworks across Canada limit their growth potential for learners and employers—the ultimate arbiters of microcredential value.

Further research should extend this analysis to adjacent occupations and fields of study. While this study focused on specific digitally-intensive roles (given that the data from online job platforms is most relevant for digitally intensive careers), several adjacent roles can be examined.

Related content

Person on computer using an AI image generator app
Research

Rising Concerns About the Impact of New Technologies on Employment

The proportion of Canadian workers who are worried about losing their job in the coming years because the work they do will soon be done by computers or robots has increased, and this cannot be accounted for simply by pointing to growing pessimism about the economy in general. Rather, there is a more direct relationship between concerns about the impact of automation on employment, and the use of AI programs at work.
Group of young coworkers analyzing data while sitting in front of computers while one of them looking through notes in notebook
Research

Scoping a PIAAC Research Agenda: Programme for the International Assessments of Adult Competencies

This project was initiated to develop a Canadian PIAAC research agenda that can guide policymakers, researchers and practitioners in using these new data to close knowledge gaps, enhance policy decisions and improve national performance in skills development.
Bread field harvesting
Research

Technology and Agriculture: Adoption and Barriers

Without explicit educational support, small and midsize enterprises (SMEs) and diverse-owned agribusiness may be left out of the AgTech revolution. Skills-based supports are needed to maintain market competitiveness and ensure technology literacy and adoption issues are equalized—not accentuated—among groups.
View all Research