From AI Fears to Well-Being: What Today’s Grads Really Want From Work

Why It Matters

Halifax’s talent‑development model shows how public‑sector employers can compete for scarce graduate talent by emphasizing transferable skills, well‑being, and responsible AI use, a blueprint for municipalities facing similar hiring challenges.

Key Takeaways

• Halifax offers 18‑month rotational Engineering in Training program leading to permanent hires
• “Bridging the Gap” internship placed 16 grads in 18 months across units
• 47% of grads blame AI for entry jobs; Halifax bans AI hiring
• 76% of recent grads prioritize well‑being over salary or prestige
• 34% of recent grads prefer in‑person work, showing office demand remains

Pulse Analysis

Public‑sector talent pipelines are gaining attention as municipalities grapple with a shrinking pool of entry‑level candidates. Halifax Regional Municipality (HRM) has responded by building a suite of graduate‑focused programs, from a rotational Engineering in Training track to the "Bridging the Gap" internship that rotates participants across business units. By emphasizing transferable skills and offering clear pathways to permanent employment, HRM aims to keep new graduates in the Atlantic region, countering the brain‑drain that often sees young professionals migrate to larger markets.

At the same time, AI is reshaping hiring dynamics and fueling anxiety among recent graduates. Nearly half of the cohort surveyed by ZipRecruiter attributes a decline in entry‑level openings to AI, yet HRM has taken a hard line by prohibiting AI tools in its recruitment process and exploring limited, transparent use cases. This stance reflects a broader industry debate about balancing efficiency gains with fairness, and underscores the importance of clear guidelines when AI is introduced. The survey also highlights a shift in graduate priorities: 76% now rank employee well‑being above salary, indicating that benefits, mental‑health support, and workplace culture are becoming decisive factors in job selection.

For other municipalities and mid‑size employers, Halifax’s approach offers a replicable framework. Combining structured apprenticeship tracks, flexible co‑op terms, and a focus on holistic employee experience can offset the competitive advantage of private‑sector pay scales. As budget constraints persist, leveraging non‑monetary incentives—such as professional development, mentorship, and a strong community reputation—will be crucial. Employers that align hiring practices with graduate expectations around well‑being and transparent AI use are likely to attract and retain the next generation of public‑service talent.