Why you should care
- ATS optimization. A tailored cover letter increases keyword density from the job description, which can help your application pass automated screening.
- Differentiation. In biotech, many candidates look similar on paper (PhD, publications, core techniques). The cover letter clarifies fit.
- Narrative control. Transitioning from academia? Changing fields? This is where you connect the dots strategically.
A structure that actually works
This is the framework my career coach drilled into me:
- Use the same header as your resume (this is your brand).
- Write the role exactly as it appears in the JD
- Short opening paragraph: state the role, your excitement, and why you're a strong fit.
- 3–5 bullets mirroring the JD, anchored in your experience (don't repeat your resume).
- Short closing paragraph reinforcing overlap and thanking them.
Most cover letters fail because they're generic, way too wordy or read like autobiography.
If you're struggling with your applications and want structured feedback or hands-on help, I work with students and postdocs on this (small fee, focused, practical). Feel free to reach out.
