Applied Methods
~The MetaPhysical SystemsSystems Engineer (Hardware)

Systems Engineer (Hardware)

Systems Engineers in this slug lead system-level integration of hardware, software, and mechanical subsystems for physical products and infrastructure—across two broad clusters. The first is AI-powered physical products: autonomous vehicles, robotics, satellites, and defense systems, where the role spans architecture, requirements, and verification across cross-functional engineering teams. The second is large-scale physical computing infrastructure: AI data centers and modular compute systems, where the role centers on integrating mechanical, electrical, and thermal subsystems and leading commissioning and validation activities through deployment. Both clusters share the underlying craft of system-level integration, requirements management, and cross-domain coordination. These engineers typically sit within hardware, systems, or infrastructure engineering organizations, working alongside domain specialists in mechanical, electrical, software, and operations functions.

$ titles --canonical
Systems Integration EngineerSenior Systems EngineerStaff Systems EngineerSystem IntegratorSystems ArchitectPrincipal Systems EngineerSystems Engineer V&VSystems Engineer, PerceptionSystems Engineer, SensingSafety Systems ArchitectSystems Engineer, Behavioral RequirementsSenior Systems Engineer - SatelliteSystems Engineer (Aviation)Commissioning Engineer
Open Jobs197
Companies Hiring19
$02

Skills

What companies are looking for in this role.

$ skills --core

Designing and architecting complex hardware systems from concept through production

95%

Integrating multiple engineering disciplines (electrical, mechanical, firmware, optical) into cohesive systems

92%

Developing and executing comprehensive verification and validation test plans

88%

Defining technical requirements and specifications for hardware systems and subsystems

87%

Leading teams of engineers across multiple technical domains toward shared objectives

85%

Managing hardware development lifecycle from prototype through mass production

84%

Troubleshooting and resolving complex technical defects and integration issues

82%

Collaborating cross-functionally with software, manufacturing, and supply chain teams

81%

Analyzing and interpreting regulatory requirements and ensuring compliance

76%

Performing thermal, mechanical, and reliability analysis on engineered systems

75%

Developing load cases, margins, and design criteria for structural systems

72%

Building mathematical models to predict system performance and behavior

70%

Managing configuration control and change processes across engineering programs

68%

Commissioning and integrating complex infrastructure and systems at scale

64%
$ skills --emerging

Identifying technical risks early and developing mitigation strategies

79%

Leveraging simulation and digital twins to validate designs before physical prototyping

73%

Implementing field data collection and feedback loops to improve designs iteratively

65%

Designing systems with security and cybersecurity requirements integrated from inception

58%

Optimizing hardware systems for autonomous and AI-driven applications

52%
$ skills --soft

Communicating technical findings clearly to both technical and non-technical stakeholders

88%

Mentoring and developing junior engineers and team members

72%

Setting quality standards and holding teams accountable to technical excellence

71%

Managing technical project execution and driving closure of issues to completion

70%

Coordinating with external partners including suppliers, OEMs, and regulatory bodies

69%

Building and growing engineering teams with clear hiring strategy

65%

Making sound technical trade-off decisions under uncertainty and time constraints

64%
$03

Technology

The tools and technologies that define this role.

$ tech --language
Chigh
C++high
Pythonhigh
SystemVerilogmoderate
Verilogmoderate
$ tech --framework
ROSmoderate
Simulinkmoderate
$ tech --platform
Dockerlow
IDIADAlow
Kuberneteslow
TÜVlow
$ tech --tool
CADhigh
ANSYSmoderate
Gitmoderate
MATLABmoderate
ROCETSlow
Sinda/Fluintlow
$ tech --concept
Camerahigh
LiDARhigh
OEMhigh
Radarhigh
CFDmoderate
DVTmoderate
EVTmoderate
FPGAmoderate
GPUmoderate
PVTmoderate
CARBlow
CLAlow
Digital Keylow
ECElow
EPAlow
FMVSSlow
MAClow
N+2 Redundancylow
Panel Methodslow
SOTAlow
Vortex Lattice Methodslow
$04

Open Jobs

197 open Systems Engineer (Hardware) jobs across 19 companies.

xAI1d
Reliability Engineer (Data Center Infrastructure)
Memphis, TN·Physical Systems
OpenAI2d
Project Engineer
Remote - US·Physical Systems
Shield AI2d
Mechanical Engineer II, Systems Integration (R5344)
United States·Physical Systems
Shield AI2d
Staff Reliability and Maintainability Engineer (R5301)
Dallas, Texas·Physical Systems
Crusoe4d
Senior Staff Quality Control (QC) Engineer
Abilene, TX - US·Physical Systems
Graphcore4d
Staff Hardware Project Engineer
Austin, Texas, United States·Physical Systems
Baseten5d
Data Center Engineering Leader
San Francisco·Physical Systems
Nscale5d
Chief Systems Integration Engineer
US·Physical Systems
CHAOS Industries1w
Sr. Integration & Test Engineer - Effector Systems
El Segundo, California, United States·Physical Systems
Waymo1w
Automotive HVAC Systems Engineer
Mountain View, Ca, USA ; Novi, Mi, USA·Physical Systems
Shield AI1w
Principal Engineer, Software (R5285)
United States·Physical Systems
Graphcore1w
Server CPU Hardware Systems Lead - US
Austin, Texas, United States·Physical Systems
Waymo1w
Systems Modeling & Optimization Engineer
Mountain View, CA, US·Physical Systems
Helsing1w
Lead Systems Engineer - Maritime
Munich - Berlin·Physical Systems
True Anomaly2w
Senior Propulsion Development Engineer
Denver, CO·Physical Systems
Shield AI2w
Systems Test Engineer
London·Physical Systems
Shield AI2w
Autonomy Integration Engineer
London·Physical Systems
Nscale2w
Commissioning Engineer
APAC; Singapore·Physical Systems
Helsing2w
Lead Field Engineer
Washington, DC·Physical Systems
Waabi2w
Platform Verification Engineer - Software Systems
San Francisco, CA·Physical Systems