AI is changing entry-level work faster than it is replacing it

Two workforce studies suggest AI is reshaping what employers want from junior workers, with entry-level roles in exposed occupations increasingly requiring senior-level judgment, strategy and governance skills. Edison College says that shift strengthens the case for longer training programs built around core AI skills rather than short courses.

Why it matters: - AI is not just automating tasks. The studies suggest it is changing the skills employers want at the entry level. - That shift could make short, surface-level AI training less useful for workers trying to get started in the field. - The biggest demand appears to be moving toward core technical skills, governance and judgment.

What happened: - PwC's 2026 AI Jobs Barometer, published in June, found that skills in AI-exposed jobs are changing more than twice as fast as skills in jobs least exposed to AI. - PwC said that gap is 75% wider than a year earlier. - The same research found junior roles in the most AI-exposed occupations are seven times more likely to ask for traditionally senior skills such as leadership and strategic thinking. - Early-career postings have flattened across highly AI-exposed sectors overall. - PwC found so-called seniorised entry-level roles have grown 35% since 2019. - New tasks added to AI-exposed roles are 2.5 times more likely to rely on judgment, empathy and creativity.

The details: - "Artificial Intelligence Talent in Canada," prepared by the Conference Board of Canada for the Vector Institute in partnership with the Future Skills Centre and published in October 2024, found demand for core AI skills rose 37% between 2018 and 2023. - Demand for peripheral AI skills fell 46.4% over the same period. - The report defined peripheral skills as supporting AI work but transferable to other contexts, including software development, design and cloud computing. - The report said automation tools are increasingly absorbing those peripheral tasks. - Within core AI skills, demand for running AI systems rose 48%. - Demand for managing machine learning projects rose 60%. - The report identified governance as the capacity Canada most needs to build on its existing strength. - In the report's October 2024 announcement, Melissa Judd, Vice President of Research Operations and Academic Partnerships at the Vector Institute, said Canada should build translational skills that connect technical expertise with business and domain-specific applications and increase capacity in AI governance.

Between the lines: - The combined message from the two studies is that the center of gravity in AI work is moving away from entry-level execution and toward higher-order technical and decision-making skills. - Edison College framed that trend as a warning against weekend AI courses that focus on the layer of work now declining. - Dr. Mohammad Baten, President and CEO of Edison College, said the rising demand is for mathematics, models, responsible deployment and the judgment to know when a system is wrong.

What's next: - Edison College is positioning its AI diploma as a longer-form alternative to short courses. - The program runs 56 weeks and 1,120 hours. - It is delivered online across Canada or in class at the college's Victoria campus. - The diploma includes 16 courses covering programming fundamentals, mathematics for AI, data science, database management, machine learning, deep learning, natural language processing, computer vision, big data analytics and data visualisation. - The program also includes a dedicated course in AI ethics and data governance and a capstone project. - No prior programming experience is required. - Applicants need a high school credential or mature-student standing, Grade 10 mathematics or an equivalent assessment, and a recognized English proficiency result. - StudentAid BC funding is available to eligible students. - Edison College partners with Windmill Microlending, which offers loans of up to $15,000 to eligible newcomers to Canada.

The bottom line: - AI is rewriting entry-level work faster than it is eliminating it, and the skills that matter most are shifting toward core technical capability, governance and judgment.