12 Networking Strategies for Recent Graduates

11. Bonus: Navigate AI-Integrated Hiring Processes Through Human Connections

As more employers use AI to screen applications, human connections provide essential context that algorithms miss. A referral or recruiter message that highlights specific projects, portfolio links, and quantifiable outcomes can push your profile past automated filters. When you reach out to people, mention one measurable result from a project—like improving engagement by a percentage or completing a complex analysis—and attach a brief portfolio artifact if allowed. Use subject lines in emails that put the human detail first, such as "Former intern who improved X by Y%—quick question." Keep interactions honest and specific; avoid exaggeration. Building multiple small human connections reduces reliance on any single automated gatekeeper and increases the chance a hiring manager sees your work directly.