Android Developer
Resume Metrics

The Numbers Recruiters Look For

The Android Developer resume metrics that earn a read: which numbers to use, what good looks like, and where to find each one. Built from 12 years of recruiting, including many years at Google.

Emmanuel Gendre, former Google Recruiter and Tech Resume Writer

Authored by

Emmanuel Gendre

Tech Resume Writer

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12 Years recruiting
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Ex-Google Recruiter
Emmanuel Gendre, former Google Recruiter and Tech Resume Writer

A recruiter's opinion on Android developer resume metrics

Quantify your work, says every resume guide ever written. Lucky for an Android developer, the platform serves those numbers up on a plate: a public Play rating, crash-free percentages, cold-start timings.

Which ones deserve resume space, though? What reports each of them? And does any of it change the outcome?

A pattern from my screening days at Google and similar shops: the Android developers who cut through tethered every claim to something a user felt on the device. “Rebuilt the feed” says little; “rebuilt it and held a steady 60fps” says everything. The number is what turns feature talk into evidence, and on Android the evidence is already waiting in Crashlytics and the Play Console.

Sorting the numbers that count from the ones that don't, then writing them sharp, fills a good stretch of what my resume writing service does day to day. What follows is every metric that earns its keep on an Android developer resume: which to use, the tool behind each, and phrasing that makes a bullet carry real impact.

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Start here

Why metrics matter on an Android Developer resume

The full flow is in my piece on how recruiters screen resumes, but the gist: several stages. Opening rounds belong to the recruiter, a short skim of your profile summary, then your newest roles. An Android lead then combs the detail to confirm the platform knowledge is real.

So two audiences end up judging your numbers: the recruiter, then an engineer who ships to Play and knows a healthy crash-free rate on sight.

The recruiter hardly registers the exact figure; keyword matching is their job. Your future manager is who reads “99.9% crash-free” and knows what that cost to achieve. A good number establishes you work at the standard the platform sets, not merely that some Kotlin got written.

Their importance is far from equal, either. Modest numbers? No matter: on Android, having any genuine figure at all beats the bulk of resumes.

How the three pieces split, roughly:

The logic

Which types of metrics to use
for an Android Developer resume

Time spent in the Job Search Toolkit will have shown you the role profile behind every resume I produce. In short: the core competencies a given position is hired to own.

It amounts to the rubric recruiters mark you against. The Android developer resume guide ties the profile to each resume section in turn.

Give each part of the Android profile an appearance on your resume, inside your latest role where possible, backed by its matching number.

Which brings us to the metric types. Six for an Android developer, covering the whole of the job:

The full list

The full list of Android Developer resume metrics

Six kinds of metric cover an Android developer, cold-start time through to your Play rating. Under each, the five a hiring manager values most, in order. Every entry gives the measurement, benchmarks for average, good, and great, the place it reports, and a bullet worth adapting. Almost everything here comes off tooling you already touch daily: Firebase, the Play Console, Android Studio, plus CI. The Android Developer resume skills page covers the rest.

1

Features & Code

An Android Developer answers for what reaches the device. These size up your output.

Features shipped

Work that reached users.

Benchmark

Averagea few
Goodmany
Greata steady flow

Measure with

Android Kotlin

Example bullet

Shipped 25+ features to an app with 2M installs.

Screens built

UI you delivered.

Benchmark

Averagea handful
Gooddozens
Greatapp-wide

Measure with

Jetpack Compose Android

Example bullet

Built the 30-screen onboarding and checkout flows.

Modules owned

Codebase you look after.

Benchmark

Averageone
Goodseveral
Greatthe app

Measure with

Kotlin Gradle

Example bullet

Owned four Gradle modules of the 300k-line app.

Kotlin migration

Java you modernized.

Benchmark

Averagestarted
Goodmostly
Greatall Kotlin

Measure with

Kotlin Android Studio

Example bullet

Converted the legacy Java core to idiomatic Kotlin.

Compose adoption

Views you moved to Compose.

Benchmark

Averagepilot
Goodmixed
GreatCompose-first

Measure with

Jetpack Compose Kotlin

Example bullet

Rebuilt the profile flows in Jetpack Compose.

2

Stability & Crashes

An Android Developer defends the crash-free rate. These prove the app holds.

Crash-free rate

Sessions that end cleanly.

Benchmark

Average98%
Good99.5%
Great99.9%+

Measure with

Firebase Sentry

Example bullet

Raised crash-free sessions from 98.2% to 99.8%.

ANRs cut

Freezes you eliminated.

Benchmark

Averagefewer
Goodrare
Greatnear zero

Measure with

Android Firebase

Example bullet

Cut ANR rate 70% by moving work off the main thread.

Crash triage

How fast fires get fixed.

Benchmark

Averagedays
Goodhours
Greatsame day

Measure with

Firebase Sentry

Example bullet

Drove top-crash turnaround from a week to a day.

Memory leaks

Leaks you hunted down.

Benchmark

Averagesome
Goodmost
Greatall

Measure with

Android Studio Android

Example bullet

Plugged the leaks behind the worst OOM crashes.

Device coverage

Hardware spread you support.

Benchmark

Averageflagships
Goodbroad
Greatlong tail

Measure with

Firebase Google Play

Example bullet

Kept the app stable across 4,000 device models.

3

Performance & Size

An Android Developer fights for every millisecond. These log the speed you clawed back.

Cold start

Launch time you cut.

Benchmark

Averagefaster
Goodunder 2s
Greatunder 1s

Measure with

Android Android Studio

Example bullet

Cut cold start from 4.1s to 1.3s.

Jank / frame drops

Stutters you smoothed.

Benchmark

Averageless
Goodrare
Greatnone visible

Measure with

Jetpack Compose Android Studio

Example bullet

Eliminated jank on the feed with lazy layouts.

App size

Download weight you trimmed.

Benchmark

Averagesmaller
Goodlean
Greattiny

Measure with

Gradle Google Play

Example bullet

Trimmed the APK 40% with app bundles and R8.

Battery / network

Drain you reduced.

Benchmark

Averagelower
Goodlow
Greatminimal

Measure with

Android Firebase

Example bullet

Halved background battery drain with WorkManager.

Startup metrics

Vitals you track in the wild.

Benchmark

Averagebasic
Goodsolid
Greatfull

Measure with

Firebase Google Play

Example bullet

Wired Android Vitals so regressions show up same-day.

4

Play Store & Releases

An Android Developer owns the path to production. These track the releases you ran.

Play rating

Store score you lifted.

Benchmark

Average4.0
Good4.4
Great4.7+

Measure with

Google Play Firebase

Example bullet

Lifted the Play rating from 3.9 to 4.6.

Release cadence

How often you ship.

Benchmark

Averagemonthly
Goodbiweekly
Greatweekly

Measure with

Gradle Google Play

Example bullet

Moved the app to a weekly release train.

Staged rollouts

Blast radius you contain.

Benchmark

Averagemanual
Goodstaged
Greatautomated halt

Measure with

Google Play Firebase

Example bullet

Caught a bad build at 5% rollout before it spread.

Installs / audience

Scale you serve.

Benchmark

Average10k+
Good100k+
Great1M+

Measure with

Google Play Firebase

Example bullet

Grew the app past 1M installs.

Review response

Feedback loops you closed.

Benchmark

Averagead hoc
Goodtracked
Greatsystematic

Measure with

Google Play Firebase

Example bullet

Turned top review complaints into the next sprint's fixes.

5

Testing & Quality

An Android Developer ships builds that behave. These back up the quality.

Test coverage

Code your tests exercise.

Benchmark

Averagesome
Goodsolid
Greathigh

Measure with

JUnit Kotlin

Example bullet

Raised coverage from 35% to 80% on core modules.

Tests written

The suite you authored.

Benchmark

Averagea few
Goodmany
Greata full suite

Measure with

JUnit Kotlin

Example bullet

Wrote the unit suite that guards the payments module.

UI tests

Flows you locked down.

Benchmark

Averagea few
Goodmany
Greatcritical paths

Measure with

Espresso Android

Example bullet

Covered login-to-checkout with Espresso.

Bugs cut

Escapes you drove down.

Benchmark

Averagefewer
Goodlow
Greatminimal

Measure with

JUnit Firebase

Example bullet

Cut escaped bugs 60% over two quarters.

CI gate

Checks you automated.

Benchmark

Averagemanual
Goodautomated
Greatenforced

Measure with

Gradle JUnit

Example bullet

Gated merges behind unit, lint, and UI tests in CI.

6

Architecture & Data

An Android Developer structures apps to last. These reflect the foundations you laid.

Architecture migration

Patterns you modernized.

Benchmark

Averagestarted
Goodmostly
Greatcomplete

Measure with

Kotlin Android

Example bullet

Moved the app to MVVM with clean module boundaries.

Offline support

Resilience without signal.

Benchmark

Averagecache
Goodsync
Greatoffline-first

Measure with

SQLite Android

Example bullet

Built offline-first sync for field teams.

API / data layer

Networking you hardened.

Benchmark

Averagebasic
Goodsolid
Greatresilient

Measure with

Kotlin Firebase

Example bullet

Rebuilt the data layer with coroutines and Flow.

Dependency injection

Wiring you standardized.

Benchmark

Averagemanual
Goodpartial
Greatfull DI

Measure with

Kotlin Gradle

Example bullet

Rolled out Hilt DI across every module.

Build health

Build times you tamed.

Benchmark

Averagefaster
Goodfast
Greatcached

Measure with

Gradle Android Studio

Example bullet

Halved CI build time with Gradle caching.

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Qualitative metrics

What if my work didn't leave a number?

Plenty of prime Android work resists measurement: the refactor that unlocked a year of features, the crash caught before it ever spiked. Absent a clean figure, the load you carried and where you steered it still land. Below, each type carries an honest route to showing it, plus a line worth borrowing.

1

Features & Code

Output owned

When to use it: Android releases limped along

Example bullet

Owned the work that kept Android features flowing.

Foundation built

When to use it: the app was one giant module

Example bullet

Built the modular codebase new features slot into.

Before / after output

When to use it: shipping anything took a month

Example bullet

Reworked it until a feature fit inside a sprint.

2

Stability & Crashes

Stability owned

When to use it: the app bled one-star reviews

Example bullet

Owned the work that stopped the crash-driven one-stars.

Guardrails built

When to use it: regressions reached users first

Example bullet

Built the alerting that flags a bad release in minutes.

Before / after stability

When to use it: every release broke something

Example bullet

Steadied it until releases stopped being scary.

3

Performance & Size

Speed owned

When to use it: the app felt slow on cheap phones

Example bullet

Owned the work that made low-end devices feel fast.

Headroom built

When to use it: each feature made launch slower

Example bullet

Built the startup budget that kept launch under 2s.

Before / after speed

When to use it: scrolling stuttered everywhere

Example bullet

Tuned it until the feed scrolled like glass.

4

Play Store & Releases

Releases owned

When to use it: shipping to Play was folklore

Example bullet

Owned the work that made Play releases a routine.

Pipeline built

When to use it: rollouts were all-or-nothing

Example bullet

Built the staged rollout flow that contains bad builds.

Before / after releases

When to use it: a release meant a war room

Example bullet

Calmed it until release day was just Tuesday.

5

Testing & Quality

Quality owned

When to use it: QA found everything late

Example bullet

Owned the work that caught bugs before QA ever saw them.

Safety net built

When to use it: refactors felt dangerous

Example bullet

Built the suite that makes refactors routine.

Before / after quality

When to use it: hotfixes chased every release

Example bullet

Tightened it until hotfixes became rare events.

6

Architecture & Data

Architecture owned

When to use it: new code went wherever it fit

Example bullet

Owned the work that gave the app boundaries that hold.

Data layer built

When to use it: sync bugs ate whole sprints

Example bullet

Built the sync engine the app now trusts.

Before / after architecture

When to use it: every change rippled somewhere odd

Example bullet

Reworked it until changes stayed inside their module.

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Frequently asked

Android Developer resume metrics FAQ

Describe the win instead. Hard numbers come first, but scope and direction do real work: owning the push that cut crashes, smoothing a janky flow, carrying a feature from API to Play rollout. A recruiter registers all of that as impact, and none of it stretches the truth. One example per type sits in the cards above.

Estimates count when they would survive questioning. The app clearly launched quicker after your rework, but no trace got saved? "cold start roughly halved" is a fair line. Relative figures also protect numbers under NDA. The single condition: be able to show your working if an interviewer digs.

Skip that idea. Android numbers get checked fast: which tool produced the crash-free rate, where the dropped-frame count came from. An invented figure caves quickly, taking your credibility along. A qualitative point achieves the same without the gamble.

Only the heavy hitters. Your latest role's two or three weightiest bullets, the ones a recruiter meets first, take the numbers. Blanket the resume in stats and the genuine figures sink, while weak filler creeps in to plug gaps. A tight set of solid metrics wins over a screenful.

Whatever lands harder wins. Percentages suit large relative gains ("70% fewer crashes"); raw absolutes need no framing ("1.5M daily users"). Bin any bare percentage lacking a comparison point. Both together is strongest: "crash-free users up to 99.9%, from 98.2%."

They do, and finding them takes less than juniors fear. Cold-start before versus after, a crash rate you lowered, a rating you helped climb, coverage your tests added: a single app or internship yields every one. Millions of users are not required; evidence of movement is.

Closer than you think. Crash and ANR data lives in Crashlytics and the Play Console vitals; performance sits in Android Vitals and your Macrobenchmark output; ratings and reviews stay in the Play Console; engagement hides in analytics. When the app is retired, an honest estimate marked as such covers it.

Exactly one, placed at the top. The install base you served or your standout crash-free or rating result earns the recruiter's next few seconds. Detail waits in the work-experience bullets below. The Android developer resume guide gives that summary its own section.

Who wrote this

Built by an ex-Google recruiter

Emmanuel Gendre, former Google Recruiter and Tech Resume Writer

Emmanuel Gendre

1,500+ tech resumes rewritten · 4.9 on Fiverr from 419 reviews

Hi there! I'm Emmanuel, a tech recruiter with 12 years of experience, including many years at Google. I founded TechieCV to help candidates pass recruiter screens and land top-paying jobs. The benchmarks on this page are the numbers I tell my own clients to chase.

Read my full story →

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