You've spent nights rewriting the same bullets. You've added every framework you've touched. You've still watched the application disappear into silence.

That silence is rarely about talent. It's about what a hiring manager sees in the first 8 seconds.

FAANG resumes get read differently. The person opening yours is often the same senior engineer who will later interview you. They are looking for three things in this order: real numbers, real ownership, and a signal that you already understand how their company thinks. Everything else is background noise.

This playbook explains how to write projects and experience that survive the screen.

What actually gets read

Numbers first. Latency, throughput, users, dollars, error rates. A bullet without a metric rarely survives the first comma.

Ownership language next. "Designed, built, and shipped" lands. "Contributed to" almost never does.

Then the company-specific signal.

Amazon — Leadership Principle bullets

Every strong Experience bullet should map cleanly to at least one Leadership Principle and contain STAR-extractable content. You do not write the Principle name on the resume. You just make sure the story is ready when they ask.

Useful patterns for students and new grads:

Customer Obsession + Deliver Results
Ownership
Invent and Simplify
Bias for Action

Examples that work

Owned the order-cancellation redesign end-to-end. Cut the flow from 22 seconds to 9 seconds for 1.4 million weekly users and dropped customer-service contacts 18 percent in four weeks.

Replaced a three-step retry path with a single idempotent queue consumer. Duplicate charges fell 94 percent and 2,100 lines of legacy code disappeared.

Shipped cancellation-reason tagging in 11 days under a code freeze. The data later recovered 7 percent of rebooked orders.

Google — quantified impact and constraints

Google reviewers look for scale, latency, correctness, and clear trade-offs. Soft claims get skipped.

Template that survives: [Action] [system] handling [load] at [performance]; [measured delta]

Examples

Built a Go feature-flag service handling 18,000 requests per second at p99 under 30 milliseconds. Replaced the old Java path and cut downstream errors 42 percent.

Rewrote the S3 hot-key detection path. p99 latency dropped from 410 milliseconds to 95 milliseconds across three commercial regions.

Designed the Postgres schema and three secondary indexes for a 12-million-row transaction log. Query p95 fell from 240 milliseconds to 35 milliseconds.

LoRA-finetuned Llama-3 1B on four A100s across six task suites. Results fed an internal lab report.

Projects matter here. A clean README with an architecture diagram and a small benchmarks table often carries more weight than an extra Experience bullet. Reviewers click.

Meta — speed and ownership

Meta weights two things heavily: how fast you shipped and whether you drove the work without a detailed brief.

Front-load the timeframe and the scope.

Examples

Shipped four features end-to-end in 10 weeks at Roblox, including the only project from the cohort that reached the main customer flow.

Led a 36-hour HackMIT build. Five-person team delivered a Kafka-Flink-Postgres fraud pipeline that took first place out of 1,100 teams.

Migrated three microservices from REST to gRPC in two weeks behind a canary. Zero P1 incidents.

Made the call to deprecate the old auth path after measuring that 11 percent of traffic still hit it. Saved roughly one engineer-week of maintenance per quarter.

Apple and Netflix — polish and judgment

Apple cares about the last 10 percent. Error handling, edge cases, accessibility, regressions that most people ignore.

Ran an accessibility audit across the 14 highest-traffic screens. Fixed 31 VoiceOver and dynamic-type issues. Audit score moved from 76 to 96.

Netflix interviews for senior judgment from the start. Independent ownership, clear rationale, and the ability to write all matter.

Authored a three-page RFC proposing a REST-to-gRPC migration across four services. Led two architecture reviews. The design was adopted with two changes and shipped in Q3.

Projects section (often stronger than Experience for new grads)

text

PROJECT NAME — github.com/you/repo
Stack: Go, Redis, Postgres, Kubernetes

- Built a real-time fraud scorer handling 4,000 events per second with p99 under 12 milliseconds. Caught 18 percent more true positives than the previous rules engine.
- Added full end-to-end tests and a canary deploy path. Zero production incidents in the first 90 days.

Two to four projects is enough. Lead with the one closest to the role you want. One clean repository with real commits, tests, and a useful README beats five half-finished ones.

What reviewers actually look at on GitHub

Your pinned repos
The README of the project you linked
Commit history (real development, not one giant dump)
A quick sample of the code
Any accepted PRs to known open-source projects

Pin your strongest work. Write the README as if a hiring manager will open it.

What does not belong on the resume

LeetCode problem counts
Tutorial projects dressed up as real work
Long lists of every language and framework you have ever touched
Generic course catalogs copied from your university site
Breaking the one-page rule for intern or new-grad resumes

The only competitive-programming lines worth keeping are real signal: Codeforces Expert or higher, USACO Gold/Platinum, ICPC medals, Code Jam Round 2+. Put those under Honors.

The mistakes that kill most applications

No numbers.
Tutorial projects listed as production work.
Bloated Skills sections.
Empty or messy GitHub.
LeetCode counts presented as achievements.

Write fewer bullets. Make every one carry a number, a constraint, and clear ownership. That is still the entire game.

You already did the hard part by building the things. Now make the page reflect that work clearly enough that the right person stops scrolling.

SDE Resume Project Section: What FAANG Actually Wants to See

Amazon, Google, Meta, Apple, and Netflix each read projects differently. Here’s the exact format that survives the eight-second scan.

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