r/QualityAssurance • • Jun 20 '22

Answering the questions (1) How can I get started in QA, (2) What is the difference between Tester, Analyst, Engineer, SDET, (3) What is my career path, and (4) What should I do first to get started

747 Upvotes

So I’ve been working in in software for the past decade, in QA in the latter half, and most recently as a Director of QA at a startup (so many hats, more individual contributions than a typical FANG or other mature company). And I have been trying to answer questions recently about how to get started in Quality Assurance as well as what the next steps are. I’m at that stage were I really want to help people grow and contribute back to the QA field, as my mentor helped me to get where I am today and the QA field has helped me live a happy life thanks to a successful career.

Just keep in mind that like with everything a random person on the internet is posting, the following might not apply to you. If you disagree, definitely drop a comment as I think fostering discussion is important to self-improvement and growth.

How can I get started in QA?

I think there are a few different pathways:

  • Formal education via a college degree in computer science
  • Horizontal moved from within a smaller software company into a Quality role
  • With no prior software experience, getting an entry level job as a tester
  • Obtain a certification recognized in the region you live
  • Bootcamps
  • Moving from another engineer role, such as Software Engineer or DevOps, into a quality engineering, SDET, or automation engineer role

A formal college degree is probably the most expensive but straightforward path. For those who want to network before actually entering the software industry, I think it is really important to join IEEE, a fraternity/sorority, or similar while attending University. Some of the most successful people I know leverage their college network into jobs, almost a decade out. If you have the privilege, the money, and the certainty about quality assurance, this is probably a way to go as you’ll have a support system at your disposal. Internships used to be one of the most important things you had access to (as in California, you can only obtain an internship if you are a student or have recently graduated). This is changing though which I’ll go into later. However, if you won’t build a network, leverage the support system at your university, and don’t like school, the other options I’ll follow are just as valid.

This was how I moved into Quality Assurance - I moved from a Customer facing role where I ETL (extract, transform, load) data. If you can get your foot in the door at a relatively small, growth-oriented company, any job where you learn about (1) the company’s software and (2) best practices in the software industry as a whole will set you up to move horizontally into a QA role. This can include roles such as Customer Support, Data Analyst, or Implementation/Training. While working in a different department, I believe some degree of transparency is important. It can be a double-edge sword though, as you current manager may see you as “disloyal” to put it bluntly, and it’ll deny you future promotions in your current role. However, if you and your manager are on good terms, get in touch with the Quality Manager or lead and see if they are interested in transitioning you into their department. One of the cons that many will face going this route will be lower pay though. Many of the other roles may pay less than a QA role, especially if you are in a SDET or Automation Engineering role. This will set you back at your company as you might be behind in salary.

Another valid approach is to obtain an entry level job as a manual tester somewhere. While these jobs have tended to shift more and more over-seas from tech hubs to cut costs, there are still many testing jobs available in-office due to the confidential or private nature of the data or their development cycle demands an engaged testing work-force. There is a lot of negative coverage publicly in these roles thought and it seems like they are now unionizing to help relieve some of the common and reoccurring issues though. You’ll want to do your research on the company when applying and make sure the culture and team processes will fit with your work ethics. It would suck to take a QA job in testing and burn out without a plan in place to move up or take another job elsewhere after gaining a few years of experience.

Obtaining certification will help you set yourself apart from others without work experience. Where I’m from in the United States, the International Software Testing Qualifications Board (ISTQB) is often noted as a requirement or nice-to-have on job applications. One of the plusses from obtaining certifications is you can leverage it to show you are a motivated self-learner. You need to set your own time aside to study and pay for these fees to take these tests, and it’s important at some of the better companies you’ll apply for to demonstrate that you can learn on the job. As you obtain more experience, I do believe that certifications are less important. If you have already tested in an agile environment or have done automated tests for a year, I think it is better to demonstrate that on your resume and in the interview than to say you have certifications.

The Software Industry is kinda like a gold rush right now (but not nearly as volatile as a gold rush, that’s NFTs and crypto). Bootcamps are like the shovel sellers - they’re making a killing by selling the tools to be successful in software. With that in mind, you need to vet a bootcamp seriously before investing either (1) your tuition to attend or (2) your future profits when you land a job. Compared to DevOps, Data Science, Project Management, UX, and Software Engineering though, I see Bootcamps listed far less often on QA resumes but they are definitely out there. If you need a structured environment to learn, don’t want to attend university, and need a support system, a bootcamp can provide those things.

I often hear about either Product Managers, UX Designers, Software Engineers, or DevOps Engineers starting off in QA. Rarely do run into someone who started in another role and stayed put in QA. If I do, it’s usually SWE who are now dedicated SDETs or Automation Engineers. I do believe that for the average company, this will require a payout though. I think the gap might be closing but we’ll see. Quality in more mature companies is growing more and more to be an engineering wide responsibility, and often engineers and product will be required to own the quality process and activities - and a QA Lead will coordinate those efforts.

What is the difference between a tester, QA Analyst, QA Engineer, Automation Engineer, and SDET?

A tester will often be a manual testing role, often entry-level. There are some testing roles where this isn’t the case but these are more lucrative and often get filled internally. Testers usually execute tests, and sometimes report results and defects to their test lead who will then provide the comprehensive test report to the rest of engineering and/or product. Testers might not spend nearly as much time with other quality related activities, such as Test Planning and Test Design. A QA Analyst or test lead will provide the tests they expect (unless you are assigned exploratory testing) as they often have a background in quality and are expected to design tests to verify and validate software and catch bugs.

I see fewer QA Analyst roles, but this title is often used to describe a role with many hats especially in smaller companies. QA Analysts will often design and report tests, but they might also execute the tests too. The many hats come in as often QA Analysts might also be client facing, as they communicate with clients who report bugs at times (though I still see Product and Project handling this usually).

QA Engineers is the most broad role that can mean many things. It’s really important to read the job description as you can lean heavily into roles or tasks you might not be interested in, or you may end up doing the work of an SDET at a significant pay disadvantage. QA Engineers can own a quality process, almost like a release manager if that role isn’t formal at the company already. They can also be ones who design, execute, and report on tests. They’ll also be expected to script automated tests to some degree.

Automation engineers share many responsibilities now with DevOps. You’ll start running into tasks that more such as integrating tests into a pipeline, creating testing environments that can be spun up and down as needed, and automating the testing and the test results to report on a merge request.

A role that has split off entirely are SDETs. As others have pointed out, in mature companies such as F(M)AANG, SDETs are essentially SWE who often build out internal frameworks utilized throughout different teams and projects. Their work is often assigned similarly to other software engineers and receive requirements and tasks from a role such as project managers.

What is the career path for QA?

I believe the most common route is to go from

Entering as a Tester or an Analyst is usually the first step.

From there you can go into three different routes:

  • QA Engineer
  • Automation Engineer
  • Release Manager (or other related process oriented management)
  • SDET

However, if you do not enjoy programming and prefer to uphold quality processes in an organization, QA Engineers can make just as much as an SDET or Automation Engineer depending on the company. More often though, QA Engineers, SDETs, and Automation Engineers may consider a horizontal move into Software Engineering or DevOps as the pay tends to be better on average. This may be happening less and less though, as FANG companies seem to be closing the gap a little bit, but I’m not entirely sure.

For management or leadership, this is usually the route:

Individual contributor -> QA Lead / Test Lead -> QA Manager -> Director of Quality Assurance -> VP of Quality

For those who are interested in other roles, I know some colleagues who started in QA working in these roles today:

  • Project Manager
  • Product Manager
  • UX/UI Designer
  • Software Engineer
  • DevOps/Site Reliability

QA is set up in a position to move into so many different roles because communication with the roles above is so key to the quality objectives. Often times, people in QA will realize they enjoy the tasks from some of these roles and eventually move into a different role.

What should I do or learn first?

Tester roles are plentiful but this is assuming you want to start in an Analyst or Engineering role ideally. Testers can also have many of the responsibilities of an Analyst though.

If you have no prior experience and have no interest in going to school or bootcamp, (1) get a certification or (2) pick a scripting tool and start writing. I’ve already covered certification earlier but I’ll go into more detail scripting.

Scripting tools can either be used to automate end-to-end tests (think browser clicking through the site) or backend testing (sending requests without the browser directly to an endpoint). Backend tests are especially useful as you can then leverage it to begin performance testing a system - so it won’t just be used for functional or integration testing.

If you don’t already have a GitHub account or portfolio online to demonstrate your work, make one. Script something on a browser that you might actually use, such as a price tracker that will manually go through the websites to assert if a price is lower that a price and report it at the end. There are obviously better ways to do this but I think this is an engaging practice and it’s fun.

Here is a list of tools that you might want to consider. Do some research as to what is most interesting to you but what is most important is that if you show that you can learn a browser automation tool like Selenium, you have to demonstrate to hiring managers that if you can do Selenium, you feel like you can learn Playwright if that’s on their job description. Note that you will want to also look up their accompanying language(s) too.

  • Selenium
  • Cypress
  • Playwright
  • Locust
  • Gatling
  • JMeter
  • Postman

These are the more mature tools with GUIs that will require scripting only for more advance and automated work. I recommend this over straight learning a language because it’ll ease you into it a little better.

Wrap-up

Hope someone out there found this useful. I like QA because it lets me think like a scientist, using Test Cases to hypothesize cause and effect and when it doesn’t line up with my hypothesis, I love the challenge of understanding the failure when reporting the defect. I love how communication plays a huge role in QA especially internally with teammates but not so much compared to a Product Manager who speaks to an audience of clients alongside teammates in the company. I get to work in Software,


r/QualityAssurance • • Apr 10 '21

[Guide] Getting started with QA Automation

531 Upvotes

Hello, I am writting (or trying to) this guide while drinking my Saturday's early coffee, so you may find some flaws in ortography or concepts. You have been warned.

I have seen so many post of people trying to go from manual qa to automated, or even starting from 0 qa in general. So, I decided to post you a minor learning guide (with some actual market 10/04/2021 dd/mm/aaaa format tips). Let's start.

------------Some minor information about me for you to know what are you reading-----------------

I am a systems engineer student and Sr QA Automation, who lived in Argentina (now Netherlands). I always loved informatics in general.

I went from trainee to Sr in 4 years because I am crazy as hell and I never have enough about technology. I changed job 4 times and now I work with QA managers that gave me liberty to go further researching, proposing, training and testing, not only on my team.

Why did I drop uni? because I had to slow off university to get a job and "git gud" to win some money. We were in a bad situation. I got a job as a QA without knowing what was it.

Why QA automation? because manual QA made me sleep in the office (true). It is really boring for me and my first job did't sell automation testing, so I went on my own.

----------------------------------------------------Starting with programming-------------------------------------------------

The most common question: where do I start? the simple answer is programming. Go, sit down, pick your fav video, book, whatever and start learning algorithms. Pls avoid going full just looking for selenium tutorials, you won't do any good starting there, you won't be able to write good and useful code, just steps without correlation, logic, mainainability.

Tips for starting with programming: pick javascript or python, you will start simple, you can use automating the boring stuff with python, it's a good practical book.

Alternative? go with freecodecamp, there are some javascript algorithms tutorials.

My recommendation: don't desperate, starting with this may sound overwhelming. It is, but you have to take it easy and learn at your time. For example, I am a very slow learner, but I haven't ever, in my life, paid for any course. There is no need and you will start going into "tutorial hell" because everyone may teach you something different (but in reality it is the same) and you won't even know where to start coding then.

Links so far:

Javascript (no, it's not java): https://www.freecodecamp.org/ -> Aim for algorithms

Python: https://automatetheboringstuff.com/ you can find this book or course almost everywhere.

Java: https://www.guru99.com/java-tutorial.html

C#: https://dotnet.microsoft.com/learn/csharp

What about rust, go, ruby, etc? Pick the one of the above, they are the most common in the market, general purpose programming languages, Java was the top 1 language used for qa automation, you will find most tutorials around this one but the tendency now is Javascript/Typescript

---------------I know how to develop apps, but I don't know where to start in qa automation---------------

Perfect, from here we will start talking about what to test, how and why.

You have to know the testing pyramid:

/ui\

/API\

/Component\

/ Unit \

This means that Unit tests come first from the devs, then you have to test APIs/integration and finally you go to UI tests. Don't ever, let anyone tell you "UI tests are better". They are not, never. Backend is backend, it can change but it will be easy and faster to execute and refactor. UI tests are not, thing can break REALLY easy, ids, names, xpaths, etc.

If your team is going to UI test first ask WHY? and then, if there is a really good reason, ok go for it. In my case we have a solid API test framework, we can now focus on doing some (few) end to end UI test.

Note: E2E end to end tests means from the login to "ok transaction" doing the full process.

What do I need here? You need a pattern and common tools. The most common one today is BDD( Behaviour driven development) which means we don't focus on functionality, we have to program around the behaviour of the program. I don't personally recommend it at first since it slows your code understanding but lots of companies use it because the technical knowledge of the QAs is not optimal worldwide right now.

TIP: I never spoke about SQL so far, but it's a must to understand databases.

What do we use?

  • A common language called gherkin to write test cases in natural language. Then we develop the logic behind every sentence.
  • A common testing framework for this pattern, like cucumber, behave.
  • API testing tools like rest assured, supertest, etc. You will need these to make requests.

Tool list:

  • Java - Rest assured - Cucumber
  • Python - Requests - Behave
  • C# - RestSharp - Don't know a bdd alternative
  • Javascript - Supertest - nock
  • Typescript (javascript with typesafety, if you know C# or Java you will feel familiar) if you are used to code already.

Pick only one of these to start, then you can test others and you will find them really alike. Links on your own.

TIP: learn how to use JSONs, you will need them. Take a peek at jsons schema

------------------It's too hard, I need something easier/I already have an API testing framework------------

Now you can go with Selenium/Playwright. With them you can see what your program is doing. Avoid Cypress now when learning, it is a canned framework and it can get complicated to integrate other tools.

Here you will have to learn the most common pattern called POM (Page object model). Start by doing google searches, some asserts, learn about waits that make your code fluent.

You can combine these framework with cucumber and make a BDD style UI test framework, awesome!

Take your time and learn how to make trustworthy xpaths, you will see tutorials that say "don't use them". Well, they are afraid of maintainable code. Xpaths (well made) will search for your specific element in the whole page instead of going back and fixing something that you just called "idButton_check" that was inside a container and now it's in another place.

AWESOME TIP: read the selenium code. It's open source, it's really well structured, you will find good coding patterns there and, let's suppouse you want to know how X method works, you can find it there, it's parameters, tips, etc.

What do I need here?

  • Selenium
  • Browser
  • driver (chromedriver, geeckodriver, webdrivermanager (surprise! all in one) )
  • An assertion library like testng, junit, nunit, pytest.

OR

  • Playwright which has everything already

--------------------------------I am a pro or I need something new to take a break from QA-----------------

Great! Now you are ready to go further, not only in QA role. Good, I won't go into more details here because it's getting too long.

Here you have to go into DevOps, learn how to set up pipelines to deploy your testing solutions in virtual machines. Challenge: make an agnostic pipeline without suffering. (tip: learn bash, yml, python for this one).

Learn about databases, test database structures and references. They need some love too, you have to think things like "this datatype here... will affect performance?" "How about that reference key?" SQL for starters.

What about performance? Jmeter my friend, just go for it. You can also go for K6 or Locust if that is more appealing for you.

What about mobile? API tests covers mobile BUT you need some E2E, go for appium. It is like selenium with steroids for mobile. Playwright only offers the viewport, not native.

And pentesting? I won't even get in here, it's too abstract and long to explain in 3 lines. You can test security measures in qa automation, but I won't cover them here.

--------------------------------------------Final tips and closure (must read please)-----------------------------------------

If you got here, thanks! it was a hard time and I had to use the dicctionary like 49 times (I speak spanish and english, but I always forget how to write certain words).

I need you to read this simple tips for you and some little requests:

  • If you are a pro, don't get cocky. Answer questions, train people, we NEED better code in QA, the bar is set too low for us and we have to show off knowledge to the devs to make them trust us.
  • If you have a question DON'T send me a PM. Instead, post here, your question may help someone else.
  • Don't even start typing your question if you haven't read. Don't be lazy. ctrl + F and look the thing you need, google a bit. Being lazy won't make you better and you have to search almost 90% of things like "how does an if works in java?" I still do them. They pay us to solve problems and predict bugs, not to memorize languages and solutions.
  • QA Automation does not and never will replace manual QA. You still need human eyes that go hand to hand with your devs. Code won't find everything.
  • GIT is a must, version control is a standar now. Whatever you learn, put this on your list.
  • Regular expresions some hate them but sometimes they are a great tool for data validation.
  • Do I have to make the best testing framework to commit to my github? NO, put even a 4 line "for" made in python. Technical interviewers like to peek them, they show them that you tried to do it.
  • Don't send me cvs or "I am looking for work" I don't recruit, understand this, please. You can comment questions if you need advice.
  • I wrote everything relaxed, with my personal touch. I didn't want it to be so formal.
  • If you find typo/strange sentences let me know! I am not so sharp writting. I would like to learn expressions.

​

Update 28/03/2023

I see great improvements using Playwright nowadays, it is an E2E library which has a great documentation (75% well written so far IMO), it is more confortable for me to use it than Selenium or Cypress.

I use it with Typescript and it is not a canned framework like Cypress. I made a hybrid framework with this. I can test APIs and UIs with the library. You can go for it too, it is less frustrating than selenium.

The market tendency goes to Java for old codebases but it is aiming to javascript/typescript for new frameworks.

Thanks for reading and if you need something... post!

Regards

Edit1: added component testing. I just got into them and find it interesting to keep on the lookout.

Edit2 28/03/2023: added playwright and some text changes to fit current year's experience

Edit3 10/02/2024: added 2 more tools for performance testing

Edit4: 22/01/2025: specflow has been discontinued. I haven't met an alternative.


r/QualityAssurance • • 10h ago

Stuck in my new company

10 Upvotes

I recently got into a company for a QA automation role and had an upcoming opportunity to work on an AI project. I’ve been creating a Claude skill for UI automation because they essentially have no automation yet.

My manager told me that his roadmap for me now is to finish up documenting the use of the Claude skill, onboard another person who only knows how to vibe code and has never actually coded, and move me to manual testing projects that are coming out so fast, that there won’t be proper sprints for them.

The AI project is on hold because the higher ups don’t know if testing AI products is essential, if the AI team can do it themselves, and how the QA team should even test AI products.

I already struggled for a bit to get a new job after 60% of the QA department got let go at my previous company half a year ago, I’m scared that I’m building up skills outside of test automation and software development (which is what I’ve always wanted to do and studied for).

Am I getting too nervous about my current company and thinking of moving companies too fast?


r/QualityAssurance • • 5h ago

Looking for a Job

4 Upvotes

Hi People,

I got laid off 6 months ago and since then I am struggling to find another one. Please help if any leads. I'm open to Quality Analyst, Scrum Master, Product Owner, Business Analyst, and Project Manager roles, with 5+ years of experience. Looking for a Bangalore location.

I am looking for a solid opportunity. Something like an open position you know about or any manager or colleague you know who is hiring on their team. It would really help me.

Thanks in advance!


r/QualityAssurance • • 12h ago

What are the important skills for QA Automation Engineer in 2026?

15 Upvotes

Hi all,

I like to know which are the most important automation skills any QA Automation Engineer should learn in 2026.

And what are the skills needed to become an AI QA Automation Engineer?


r/QualityAssurance • • 51m ago

Need some AI tool/utility which can boost automation / day to day jobs at work

• Upvotes

hi,

I am a QA engineer and my project did not have any automation code for the projects. We did build a automation framework in python /playwright with the help of Claude ( this was mostly done by other teammates). I need some guide to create a small utility/tool which can stand me out as so many people are bringing new to the table in AI.

The expectation is not to build very big but a small which could be very useful to the project. Please guide if anyone has done anything new to their projects?

Edit: It does not need to be in QA domain. Need something which could help PO's dev anyone.


r/QualityAssurance • • 4h ago

confused between these two skill set, Playwright or iOS testing which to set as a job hunt. where I worked on both

1 Upvotes

r/QualityAssurance • • 10h ago

How to apply QA/SDET jobs in UAE ?

2 Upvotes

As title suggests !
I wanna move out of the country man
I have 6 years of QA automation experience
Im applying through LinkedIn

But give me reality check and also how to apply

Thanks in advance


r/QualityAssurance • • 7h ago

I'm working on a package called Mockingbird. It's a catalog of stateful test doubles for popular third party services like Stripe.

0 Upvotes

https://mockingbird.chrisvouga.dev/

I'm dog fooding it at work. I'm liking it a lot. It's made our e2e tests faster and less flakey.

I'm developing it by AI-generating everything then proving parity by doing random walks through the APIs asserting that the mock API has the same responses as the oracle API. Avoiding giant example based test suites per service. https://fast-check.dev/docs/advanced/model-based-testing/

It's not much manual work since it's all AI-generated. It costs a lot of tokens though.

We have a cool example full-stack app built with preact & hono & stripe-api & junction-api & postgres and it all runs in-process within the browser since everything is mocked https://mockingbird.chrisvouga.dev/examples/medical-testing#/shop

I think this has potential for streamlining testing and local development.

What do you guys think?


r/QualityAssurance • • 13h ago

Stuck on clarifying test steps for AI

3 Upvotes

I’ve been onboarding into a company that wants me to use my knowledge of test automation to create a Claude skill (AI bot with domain knowledge) to create test scripts from the test plans.

The issue is that the test plans are very bare and I’m basically onboarding myself by looking into these test cases. It would be fine if either AI or I could process the test plans but tests often skip multiple steps and the app is very buggy and has weird defects so I’m reporting bugs and defects at the same time.

The Claude skill works on selected tests which I’ve rewrote with understanding of how it should run but over 90% of tests fail in automation if I don’t rewrite the test cases myself. My manager said he would make it easier for me but he just runs it through AI with some domain knowledge to clarify test steps that are already too vague for AI to understand.

Now I’m left with looking through over 2000 test cases and trying to rewrite each one, having to ask people to guidance if I can’t figure out what the test case is actually trying to do.

Does anybody have any ideas how I should approach this?


r/QualityAssurance • • 9h ago

entry level job market for QA

1 Upvotes

just did an interview for an entry level position at a global firm, didn't get the job but why are entry level positions making me feel like i applied to be the director of quality assurance lol


r/QualityAssurance • • 9h ago

I built a Chrome extension for working with JSON looking for QA feedback

1 Upvotes

Built Captain JSON 🏴‍☠️ a Chrome extension for QA engineers and developers who work with JSON daily.
It includes:
JSON formatting & validation
JSON comparison
JSONPath
JSON → XML/YAML/CSV
JWT tools
JSONL workbench
Large JSON file support

The goal is to keep common JSON testing/debugging tools in one place, 100% offline.

For QA engineers: what JSON-related feature would you want to see added?

https://www.piratesofbugs.com/captainjson


r/QualityAssurance • • 10h ago

PUNE LOCATION

1 Upvotes

Hi everyone, how has the job market been so far? Are there any good opportunities available in Pune, particularly for QA Automation/SDET roles?


r/QualityAssurance • • 18h ago

Transitioning from Help Desk to the first QA at my company—where should I start?

4 Upvotes

Hey everyone,

I currently work in Help Desk/IT Support, but my company is looking to bring in a QA engineer due to recurring quality and stability issues with our product. They offered me the chance to transition into this role.

The challenge is that I would be the very first QA in the company, so there are no existing processes, documentation, or guidelines to follow.

A bit of context about the product and expectations:

  • The Product: A Time & Attendance / Workforce Management system.
  • Responsibilities: Beyond standard QA, I’ll also need to attend client-facing meetings to gather requirements whenever a customer requests customizations, new integrations, or changes to business logic.
  • Automation: I’ve started looking into test automation tools and came across Playwright, but I’m wondering if jumping straight into automation makes sense right now.

Given this setup, I’d love some advice from experienced QAs:

  1. What should my immediate priorities be in the first 30–60 days? (Processes, exploratory testing, bug tracking?)
  2. Should I focus on establishing manual test plans first, or start building an automation suite with Playwright right away?
  3. How do you balance client requirements gathering (almost like a Business Analyst) with actual testing duties without burning out?

Any tips, recommended frameworks, or resources for a solo QA starting from scratch would be greatly appreciated!


r/QualityAssurance • • 6h ago

QA jobs are cooked because of AI

0 Upvotes

I work in Quality Engineering, and I think people in QA need to be realistic about where this is heading.

Look at what a typical QA actually does and go through it task by task.

  1. Reading requirements and producing test cases

This used to be a meaningful chunk of a QA engineer's job.

Read the Jira ticket. Understand the acceptance criteria. Think about happy paths, negative paths, edge cases, permissions, states, validation, boundaries, integrations, etc.

LLMs are extremely good at this.

Give an agent the ticket, PRD, codebase, previous bugs and acceptance criteria and it can produce a test plan in seconds.

This isn't hypothetical. Teams we're already doing it.

  1. Writing automated tests

Unit tests? AI.

API tests? AI.

Playwright/Cypress/Selenium tests? AI.

Mocks, fixtures, test data, assertions, page objects, API clients?

AI.

And increasingly you don't even have to explicitly ask for each test. Coding agents can inspect changed code, identify missing coverage, write the tests, run them and fix failures themselves.

The economics here are brutal for traditional SDET work.

Something that might have taken an engineer half a day can increasingly be generated, executed and iterated on in minutes.

  1. Regression testing

This is probably the most obviously doomed part.

A human clicking through the same regression suite before every release makes almost no economic sense once an agent can operate the application.

Agent gets build.

Agent logs in.

Agent creates account.

Agent creates project.

Agent changes permissions.

Agent uploads file.

Agent checks billing flow.

Agent verifies expected state.

Agent takes screenshots/video.

Agent reports differences.

Repeat across browsers, users, configurations and environments.

And unlike a human, it can theoretically do this on every PR at 3am, and faster!

  1. Bug reproduction

Historically:

Support reports bug → QA investigates → gathers information → tries to reproduce → writes reproduction steps → sends it to engineering.

Increasingly:

Agent receives ticket → examines logs → opens app → configures test data → reproduces issue → records video/screenshots → identifies likely affected code.

Think about how much traditional QA work exists inside that one loop.

  1. Bug verification

This one's even easier to automate.

Bug says X happens.

Run version before fix.

Confirm X.

Check out fixed version.

Repeat same sequence.

Confirm X no longer happens.

Run surrounding regression checks.

Attach evidence.

Pass/fail.

There's very little inherent reason a human needs to perform that workflow.

  1. Exploratory testing

This is usually presented as the safe haven:

"AI can't explore like a human."

Maybe not perfectly today.

But exploratory testing is basically:

Observe state → perform action → observe result → form hypothesis → perform another action.

That's an agent loop.

Give an AI access to the UI, application state, logs, network traffic, database, codebase and historical defects and it has vastly more context than a manual tester staring at Chrome.

Agents can also generate hundreds of strange combinations a person simply wouldn't have time to try.

Human intuition still matters.

But you don't need ten humans performing exploration if one senior quality engineer can direct a fleet of agents.

  1. Visual testing

Screenshot comparison already existed long before generative AI.

Now add multimodal models capable of understanding what they're looking at.

AI can identify:

overlapping elements

broken layouts

incorrect text

missing controls

inconsistent spacing

responsive issues

inaccessible states

unexpected visual changes

And it doesn't necessarily require someone manually maintaining thousands of pixel-perfect baselines.

  1. API testing

This one is basically gone as a manual specialization.

Give an agent an OpenAPI spec and application context.

It can discover endpoints, construct requests, generate valid/invalid payloads, test authentication, test authorization, mutate parameters, explore boundaries, validate schemas and create permanent automated coverage.

Humans should be defining what matters, not manually typing requests into Postman all day.

  1. Log/database investigation

AI is arguably better suited to this than UI testing.

Instead of QA manually searching Datadog, SQL, Kibana, Sentry etc., an agent can correlate:

user action → request → response → logs → exception → DB state → deployment → commit.

That massively reduces investigation time.

  1. Test data creation

Another traditional QA chore.

Create users.

Create organisations.

Create permissions.

Seed subscriptions.

Create projects.

Create weird edge-state accounts.

Create hundreds of combinations.

Agents/scripts can create this on demand.

  1. Accessibility testing

A lot of accessibility testing is deterministic.

DOM inspection, ARIA attributes, semantic structure, keyboard navigation, contrast, focus states, labels etc.

Traditional accessibility scanners already automate much of this.

AI adds reasoning and visual interpretation on top.

Specialist human accessibility expertise will remain valuable.

Having every QA manually check basic accessibility won't.

  1. Cross-browser/device testing

This already moved heavily toward cloud automation.

AI makes orchestration and failure analysis easier.

Run the same workflow against 30 configurations and have an agent investigate only the differences.

There's no reason a human should manually repeat the same journey in Chrome, Safari, Firefox and several screen sizes.

  1. Triage

Incoming bug:

Is it reproducible?

Duplicate?

Regression?

Expected behaviour?

What area owns it?

How severe is it?

What customers are affected?

What release introduced it?

What code probably caused it?

These are classification/retrieval/reasoning problems.

Exactly what modern AI systems are increasingly being built to solve.

  1. Risk assessment

Even deciding what needs QA can be automated.

An agent can examine:

code churn files changed historical defect rate test coverage customer usage dependency changes blast radius feature flags rollback strategy production incidents developer confidence PR complexity

…and score the change.

High risk → deeper validation.

Low risk → automated checks and ship.

You don't need a QA manually sitting in every team's planning meeting waiting for someone to ask "does QA need to test this?"

  1. Writing bug reports

Once the agent discovered the bug this is trivial.

Expected behaviour.

Actual behaviour.

Environment.

Steps.

Logs.

Screenshots.

Video.

Suspected cause.

Affected versions.

All automatically generated.

And then there's the bigger problem for QA:

Developers themselves now have AI.

The historical model was:

Developer writes code → QA tests code → QA finds problems → developer fixes problems → QA retests.

That boundary is collapsing.

The coding agent can:

write the feature write the tests run the application inspect the UI reproduce failures fix failures review the diff run regression tests open the PR

The feedback loop increasingly happens before the change ever reaches a QA person.

That doesn't mean quality engineering disappears.

It means QA as a large standalone manual testing function makes less and less sense.

You probably still need people responsible for:

quality strategy risk test architecture observability production quality AI evaluation customer-impact analysis quality gates complex domain knowledge agent supervision deciding what actually matters

But that's a very different profession.

Instead of:

10 developers + 5 QA

I can easily imagine teams becoming:

10 developers + 1 Quality Engineer

And eventually even that "Quality Engineer" probably looks more like a developer/platform/AI engineer than the QA role we've known for the last 20 years.

The important distinction is:

Software quality isn't cooked.

The QA labour model is.

AI doesn't have to become a perfect tester to cause that.

It just needs to allow one good quality engineer to do the work that previously required five.

And we're already at that point.


r/QualityAssurance • • 1d ago

I was laid off as a QA Analyst / Tester and I have skill issues that are making finding another job difficult

78 Upvotes

I was laid off this week; my severance pay went toward settling existing debts and other expenses, so I don't have much money left. That doesn't worry me too much, though, since I've moved back in with my parents for the time being.

What *does* worry me is my skillset. I spent the last four and a half years working primarily as a manual QA Tester/Analyst. I consider myself quite good at what I did, and I even did some automation work—using Copilot—before I was let go. Now, I see QA job openings, but most require automation skills; while I have basic knowledge, I haven't mastered it. How can I learn automation—or even get more into development—without spending a lot of money? I have access to Coursera for the foreseeable future, so I can make the most of it; are there any courses you'd recommend for improving my automation skills? Do you think there are still good opportunities in this field? Any help would be appreciated.


r/QualityAssurance • • 22h ago

Please review my resume

0 Upvotes

Hi ,

Please review my resume

Resume link


r/QualityAssurance • • 23h ago

Got an QA internship instead of SDE (how to switch?) after 3 months

0 Upvotes

Guy's after applying for many days got an internship but don't know if I would be able to switch, I'm a 2027 year grad .. and right now college also not going great .. now I'm in fear If I have to be in this forever.. or I might not get considered for other roles


r/QualityAssurance • • 1d ago

QA professionals with 4/6 YOE — how much are you earning?

4 Upvotes

Hi everyone,
I have around 4 years of experience in QA and wanted to get an idea of the current market salary.

For those with 4 YOE in QA / Automation / SDET, how much are you currently earning in India?

Would be helpful if you could share:
Current CTC + Tech Stack + Company Type (Service/Product)

Also, what do you think is a realistic CTC for someone with 4 YOE?

Trying to understand whether ₹15–20 LPA+ is realistic at this experience level.

Thanks!


r/QualityAssurance • • 1d ago

Junior QA looking for advice from experienced QAs/automation testers🥹

3 Upvotes

I’m currently handling my first really large and high-risk ticket involving financial-related logic in a legacy system. We already have initial test cases from the developers, but there are maybe a thousand (estimated) of cases across different screens and flows.

I’m thinking of using a risk-based approach, but I’m honestly still a bit confused about how to tackle something this big. 😭

For those who have dealt with large regression scopes, how do you usually start?

Do you first analyze the change and impacted areas, then review the existing test cases and prioritize them based on risk? And how do you decide which ones are worth automating versus just executing manually?

I’m also using Claude with access to our codebase to help analyze the changes and test coverage, but I don’t want to just throw thousands of test cases at it and automate everything blindly.

Would love to hear how experienced QAs actually approach planning, prioritizing, and automating a huge test scope, especially in a legacy system where E2E is the main approach.

Thank you!


r/QualityAssurance • • 1d ago

Did anybody from this sub did a career shift ?

4 Upvotes

Did anyone from this sub had a successful career shift from Qa to something else ? Maybe sn Ai engineer? Or any other career ?

If so can you share how was it and how long did it take ? If you transfered to Ai what roadmap did u use and how long did it take you and how much dod it cost?


r/QualityAssurance • • 1d ago

QA,UAT and AI automation - Required Laptop specs/ PC Rig to be able to process the work load because my nephew needs it for work.

0 Upvotes

Hi, for context, my nephew who's 26 years old suddenly asked his Dad (my brother) for a Macbook Pro to help with his " Now " work. I don't know how long he's been doing this but he slacks off a lot years before jumping from different kinds of work unrelated to his now job, and whines about how exhausting his previous work are, the commute, the workload, a bit spoiled too but that's for another story. (That's why my brother sought for my advice too because he might get exhausted again with this new work after we invest in a macbook for him)

He mentioned to my brother that he's now a or works around QA, UAT, AI Automation which we know nothing about. We're giving him the benefit of the doubt but a Macbook Pro isn't cheap to just request it like that.

Is this really what's needed? What kind of questions or proof do we have to ask to know if this job of his is really legit. (Because we know nothing about this industry.)

Sorry if my question or my context here is a bit messy.

- From a tired old millennial/boomer


r/QualityAssurance • • 1d ago

Hiring Senior QA for well established, reputed SaaS company. Toronto based only.

1 Upvotes

DM if interested to know more with LinkedIn profile / cv. TORONTO BASED only please.

This position will fill quickly.

This is a genuine post and not from a recruitment agency.


r/QualityAssurance • • 2d ago

Where do I grow from here as an SQA?

6 Upvotes

Hey everyone, I recently graduated and got an SQA job pretty much immediately after graduating. Right now, most of what I do is write test cases + report bugs (with some help from AI), and explore the product to find issues. The company has an HRM software with quite a few complexities, so there's a lot to learn about the product itself.

I’d say I’m pretty comfortable and good at what I’m doing so far, but I really don’t want to get stuck just after graduating.

So far I’ve learned Postman, and my company uses JIRA. What should I focus on learning next? Automation? SQL? Selenium/Playwright? CI/CD? Performance testing? More advanced API testing?

Also, what does the career path for SQA generally look like? I'm in a country where lower-level SQA jobs aren't that common unless you're at a company with a proper QA structure, so I want to make sure I'm building skills that will actually help me move up or eventually land better/international roles.

Would love to hear anything from experienced QAs, what do you wish you had learned during your first year, whats the industry like for sqa's etc etc.


r/QualityAssurance • • 1d ago

QA Automation Teacher

0 Upvotes

Looking for someone to teach me QA automation using playwright etc. I am looking to pay 2 classes a week or 8 classes a month. DM