Smarter Techies

Smarter Techies

Home
Notes
😎 Get hired
💸 Get promoted
💡 Get inspired
👩‍🔧 Land a data job
🏠 Store
About

interviews

How I Prepare for FAANG Coding Interviews
My 4-step process that helped me ace Meta and Spotify
 • Mandy Liu
Your Resume Is Screaming “Don’t Hire Me”… and You Don’t Even Know It
I reviewed 100+ resumes and kept stumbling on the same surprises… even from people with 5+ years of experience
 • Mandy Liu
Why It’s So Hard to Find a Job in 2025 (And How to Fix That)
#2 is a vicious loop
 • Mandy Liu
Bumble Messages Dropped 20%. How Would You Investigate?
My 5-step framework to answer troubleshooting product analytics questions
 • Mandy Liu
What Top Machine Learning Engineers Know (And Do) That Most Don’t
Stand out in 2025
 • Mandy Liu
1:00:49
If a Monkey Can Build a Model, What Differentiates a Human Data Scientist?
The irreplaceable data science skills in 2025 and beyond
 • Mandy Liu and Jose Parreño Garcia
1:21:42
How to Stop Recruiters Dead in Their Tracks (Without Doing What Everyone Else Does)
Humor + Specificity
 • Mandy Liu
How Would You Evaluate the Health of Facebook Groups?
Answers that won me offers
 • Mandy Liu
What Recruiters Actually Want
16+ years of hiring secrets, decoded
 • Mandy Liu
1:03:20
3 Easy Building Blocks to Master Product Analytics
Ace your next FAANG interview
 • Mandy Liu
Why You’re Failing Non-Technical Data Science Interviews and How to Fix It
Insider tips from a hiring manager who interviewed 100+ candidates
 • Mandy Liu and Tessa Xie
Don’t Waste Time Applying to FAANG Without Knowing These Metrics
Your crash course in product metrics
 • Mandy Liu
© 2026 Mandy Liu · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture