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 Jobs56
Companies Hiring12
$02

Skills

What companies are looking for in this role.

$ skills --core

Designing and optimizing physical infrastructure systems for large-scale computing facilities including mechanical, electrical, and thermal components

95%

Leading commissioning and validation activities for complex hardware systems from factory through production deployment

92%

Managing cross-functional integration of mechanical, electrical, firmware, and software subsystems

90%

Conducting hardware bring-up, debugging, and troubleshooting across multiple hardware layers and subsystems

88%

Designing and executing comprehensive system validation and reliability testing strategies

85%

Coordinating with vendors, suppliers, and external contractors to ensure equipment delivery and quality standards

82%

Performing root cause analysis and failure analysis on complex hardware and system issues

80%

Developing production-ready designs with focus on manufacturability, assembly, and testability

78%

Building automation tools and scripts to improve system validation, deployment, and operational efficiency

75%

Architecting and validating network infrastructure including switching, routing, redundancy, and segmentation

72%
$ skills --emerging

Defining and implementing system health monitoring, diagnostics, and prognostics frameworks

65%

Leveraging telemetry data and fleet-wide metrics to predict failures and optimize system reliability

62%

Ensuring cybersecurity and deterministic performance in industrial control and operational technology networks

58%
$ skills --soft

Coordinating across multiple internal teams and external partners to maintain schedule and alignment

88%

Communicating technical concepts clearly with both engineering teams and non-technical stakeholders

85%

Identifying technical risks early and driving resolution of blockers and escalations

82%

Managing and leading multidisciplinary engineering teams with oversight of complex technical programs

80%

Creating comprehensive technical documentation and knowledge transfer materials for reproducible processes

78%

Ownership of end-to-end project delivery from concept through production deployment

75%

Translating customer requirements and operational needs into robust technical specifications

70%
$03

Technology

The tools and technologies that define this role.

$ tech --language
Pythonhigh
Bashmoderate
C++moderate
$ tech --platform
Linuxhigh
SCADAmoderate
Dockerlow
Kuberneteslow
$ tech --tool
CADmoderate
Jiramoderate
Logic Analyzermoderate
Oscilloscopemoderate
Excellow
Gitlow
Linearlow
Notionlow
$ tech --concept
Ethernethigh
FAThigh
GPUhigh
HVAC Systemshigh
Liquid Cooling Systemshigh
Power Distribution Systemshigh
SAThigh
UPS Systemshigh
ARM Architecturemoderate
BIMmoderate
CAN Busmoderate
DFMmoderate
DFTmoderate
EtherNet/IPmoderate
Firewallmoderate
FMEAmoderate
ISTmoderate
Out-of-Band Managementmoderate
PLCmoderate
RCCAmoderate
VLANmoderate
WANmoderate
DRP/DLRlow
EMC Testinglow
MBSElow
OPRlow
$04

Open Jobs

56 open Systems Engineer (Hardware) jobs across 12 companies.

xAI1d
Sr. Manager, Engineering
Memphis, TN·Physical Systems
Waymo2d
Proving Ground Site Lead
Phoenix, AZ, USA·Physical Systems
Helsing2d
Head of Systems Engineering - Physical Products
Munich - Berlin·Physical Systems
Helsing2d
Supporting Tech Lead - Maritime
London; Plymouth·Physical Systems
xAI2d
Mechanical Commissioning Lead
Memphis, TN·Physical Systems
xAI2d
Electrical Commissioning Lead
Memphis, TN·Physical Systems
Graphcore6d
Senior Systems Engineer – Performance & Reliability
London, UK·Physical Systems
Nscale1w
OT Network Subject Matter Expert
US·Physical Systems
Nscale1w
MEP Subject Matter Specialist
US·Physical Systems
Figure AI1w
Engineering Program Manager, Electronics
San Jose, CA·Physical Systems
Graphcore1w
Staff Systems Engineer
US - Milpitas·Physical Systems
Figure AI1w
Robotics Integration Engineer
San Jose, CA·Physical Systems
Crusoe1w
Staff Commissioning Engineer, Electrical
Warrenton, MO - US·Physical Systems
Graphcore1w
Hardware Validation Manager
Austin, Texas, United States; US - Milpitas·Physical Systems
Cerebras Systems1w
Prognostics & Health Monitoring Engineer
Sunnyvale, CA·Physical Systems
OpenAI1w
Field Engineer
San Francisco·Physical Systems
Crusoe1w
Construction Manager - OFCI
Amarillo, TX - US·Physical Systems
Physical Intelligence1w
Hardware Systems Intern
San Francisco·Physical Systems
Graphcore2w
Senior Systems Engineer
US - Milpitas·Physical Systems
OpenAI2w
Systems Engineer (Network / Storage / Systems)
San Francisco·Physical Systems