Order: Education → Projects → Internships → Skills
Education stays on top for the first 18 months. Move it down only after a full-time role.
- Graduation date or expected date, GPA if 3.5+
- Relevant coursework — 4 to 6 courses tied to the role
Project bullets that beat 'no experience'
Treat coursework, hackathons, and side projects like real roles — same impact formula.
- Built ride-share matching algo (Python, FastAPI) — reduced average wait 4.2 → 2.1 min on synthetic city data
- Won 2nd of 84 teams at HackMIT — shipped real-time captioning app in 36 hrs
Keywords graduates miss
Hiring managers Boolean-search on these even at entry level.
- Internship, capstone, teaching assistant, research assistant
- Specific tools — Git, AWS, Figma, SQL — listed by name, not 'familiar with'