Applied Methods
~The MetaEngineeringQuality Engineer

Quality Engineer

Engineers in this role focus on testing and validating complex AI software systems across domains like machine learning frameworks, inference platforms, and autonomous systems. They design automated test frameworks, build CI/CD infrastructure, and collaborate with engineering teams to ensure AI products meet stringent quality and performance standards. What distinguishes them is their emphasis on systems-level thinking—they architect scalable testing solutions that handle the unique challenges of AI workloads, from ML model accuracy validation to hardware-software integration testing. These engineers typically sit within larger quality or systems teams in AI-focused companies, working cross-functionally with ML engineers, infrastructure teams, and product owners to accelerate development velocity while maintaining reliability and safety.

$ titles --canonical
Quality EngineerQA EngineerSDETSoftware Engineer in TestTest Automation EngineerStaff Quality Engineer
Open Jobs52
Companies Hiring22
$ expectations --role quality-engineer

Measured across 49 of 52 open postings.

37%
expect AI in the role's own work
12% state it as a requirement
0%
work directly with customers
18%
manage people
Mid
most common level
45% of open postings
BY LEVEL

This role is advertised at 2 levels, so a single figure for the role would describe none of them. Experience and pay are the midpoints for each level on its own.

LevelShareMedian yearsMedian pay
Mid45%(22)5—
Senior27%(13)—$149k

A dash means too few postings stated it to report a midpoint. Most companies do not publish a salary band, so pay is indicative rather than a market rate. 3 levels with fewer than 10 open postings are not shown.

WHAT THEY ASK FOR, VERBATIM

“defining and implementing rigorous quality strategies for our enterprise-grade LLMs and AI agents”

Writer · Software quality engineer (UK)

“help pioneer quality practices specific to LLM applications, such as prompt regression testing and evaluation suites”

LangChain · Developer Productivity

“Leverage AI agents and latest technologies for optimal test automation”

Neural Concept · Product Quality Engineer & Test Automation - India

“Evaluate frontier model releases and the latest OSS model drops, building the infrastructure and quality signals”

Glean · Software Engineer, Evals
$ barriers
25%
advertised as remote
of postings that state a work mode
29%
state a degree requirement
86%
still advertised a month later
about typical for the board

Requirements are a share of every open posting, so a role missing from this list is one where almost nobody asks. Work mode is different: many postings never say, so that figure counts only the ones that do. A posting stops being advertised when it is filled, cancelled or reorganised, so read the last figure as how long these stay on the market, not as time to hire.

$02

Skills

What companies are looking for in this role.

$ skills --core

Test automation and quality strategy

63%

Incident response and reliability

33%

Quality management systems

33%

CI/CD and release automation

31%

Hardware test and validation

29%

Technical issue diagnosis

25%

Monitoring and observability

20%

Process design and improvement

20%

Backend and API engineering

16%

Distributed systems architecture

16%

ML systems development

16%

Cloud infrastructure operations

14%

Systems performance optimization

12%

Hardware and embedded systems

10%

Data quality and governance

8%
$ skills --emerging

AI evaluation design

33%

Test automation and instrumentation

16%

AI autonomy safety assurance

14%

AI support automation

8%
$ skills --soft

Mentoring and code review

12%
$03

Technology

The tools and technologies that define this role.

$ tech --language
Pythonhigh
C++moderate
C/C++low
Golow
Javalow
SQLlow
TypeScriptlow
$ tech --framework
Playwrightmoderate
$ tech --platform
AWSlow
Dockerlow
Kuberneteslow
Linuxlow
$ tech --tool
Jiralow
$ tech --concept
CI/CDmoderate
AI agentslow
Autonomous systemslow
Generative AIlow
Simulationlow
$04

Open Jobs

52 open Quality Engineer jobs across 22 companies.

Graphcore1d
Staff System Software Engineer - Bengaluru, multiple vacancies
Bengaluru, India·Engineering
Sunday Robotics2w
Robotics Systems Software Integration Engineer
Redwood City, CA·Engineering
Writer2w
Software quality engineer (UK)
London, UK·Engineering
Together AI3w
Software Development In Test Intern (Summer 2027)
San Francisco·Engineering
Wispr Flow3w
Lead SDET
San Francisco·Engineering
LangChain1mo
Developer Productivity
San Francisco, CA·Engineering
Shield AI1mo
Staff Engineer, Software Test (R5836)
Melbourne·Engineering
Shield AI1mo
Senior Engineer, Test (R5833)
Melbourne·Engineering
Shield AI1mo
Staff Engineer, Quality Assurance (R5799)
Melbourne·Engineering
Graphcore1mo
Senior Software Engineer
Cambridge, UK·Engineering
Waymo1mo
2027 Summer Intern, MS, Software Engineering, Behavior Test
San Francisco, California, USA·Engineering
OpenAI1mo
Systems Test Engineer, End-to-End Validation | Consumer Devices
San Francisco·Engineering
Waabi1mo
Staff Planner SW Quality Architect
Remote US & Canada·Engineering
Shield AI1mo
Senior Engineer, Autonomy Software Integration & Test (R5606)
Kyiv·Engineering
Baseten2mo
Software Engineer - Testing Frameworks
San Francisco·Engineering
Neural Concept2mo
Product Quality Engineer & Test Automation - India
Pune·Engineering
Shield AI2mo
Staff Engineer, Quality Assurance (R5358)
Wichita Metro Area·Engineering
Graphcore2mo
Staff Software Engineer
Gdańsk, Pomeranian Voivodeship, Poland·Engineering
Graphcore2mo
Staff Software Engineer
Bristol, UK·Engineering
Graphcore2mo
Staff System Software Engineer
Bristol, UK; Cambridge, UK; Gdańsk, Pomeranian Voivodeship, Poland·Engineering