Applied Methods
~The MetaPhysical SystemsDatacenter Field Technician

Datacenter Field Technician

Datacenter Field Technicians execute the physical deployment and maintenance of AI infrastructure, performing hands-on installation, cabling, and troubleshooting of GPU servers, networking systems, and supporting hardware across data center environments. They distinguish themselves through deep expertise in critical infrastructure systems—power distribution, thermal management, fiber optics, and structured cabling—combined with the ability to diagnose and resolve complex hardware issues in GPU-dense deployments that power large-scale AI workloads. These technicians typically work within dedicated infrastructure or operations teams at AI cloud providers and hardware-focused companies, collaborating closely with hardware engineers, project managers, and remote support staff to ensure new deployments move from installation through production readiness with precision.

$ titles --canonical
Field Deploy EngineerField Network EngineerField Engineer (Hardware Delivery)Field Structured Cabling TechnicianData Center TechnicianFiber Foreman
Open Jobs52
Companies Hiring9
$02

Skills

What companies are looking for in this role.

$ skills --core

Installing, configuring, and validating network infrastructure equipment and systems

95%

Troubleshooting and diagnosing hardware, firmware, and systems-level issues in data center environments

94%

Performing physical rack assembly, cabling, and labeling according to standard procedures

93%

Deploying and bringing up high-performance compute clusters from initial setup through production readiness

92%

Validating and testing network connectivity and performance across distributed systems

88%

Managing inventory, logistics, and parts tracking throughout equipment lifecycle

87%

Commissioning and site acceptance testing to ensure zero-defect handovers to operations teams

85%

Developing and executing commissioning test procedures, checklists, and detailed documentation

84%

Operating and maintaining electrical power distribution systems and related infrastructure

82%

Performing root cause analysis and driving corrective actions for hardware and infrastructure failures

81%

Monitoring and optimizing cooling, airflow, and thermal management in data center environments

79%

Designing and optimizing data center whitespace layouts for high-density GPU deployments

78%

Documenting and updating data center layouts and network topology in management software

77%

Validating GPU health, performance, and inter-node connectivity in cluster environments

76%

Operating and troubleshooting fiber optic and long-haul network systems

73%

Executing electrical commissioning for power distribution, switchgear, and UPS systems

70%

Performing mechanical commissioning including HVAC, cooling towers, and fluid distribution systems

68%

Performing structural and architectural design of data center physical infrastructure

64%
$ skills --emerging

Automating deployment, provisioning, and configuration processes using scripting and orchestration tools

80%

Developing diagnostic and remediation tooling for hardware platform management

68%
$ skills --soft

Coordinating with external vendors, contractors, and partners to ensure compliance with project specifications

86%

Leading and executing cross-functional deployment projects from design through operational handover

83%

Traveling frequently to multiple sites for deployments, maintenance, and operational support

82%

Developing operational processes, playbooks, and documentation to enable scaling

81%

Managing on-call rotation and providing after-hours technical support in 24/7 environments

75%

Training internal teams and disseminating technical knowledge across the organization

74%

Managing RMA processes and coordinating equipment replacement and repairs

72%

Tracking construction progress and ensuring adherence to design specifications and project milestones

71%

Collaborating with electrical and mechanical engineers on integrated infrastructure design

70%

Building and scaling operations teams through hiring and process definition

65%
$03

Technology

The tools and technologies that define this role.

$ tech --language
Linuxhigh
Pythonhigh
$ tech --framework
Ansiblemoderate
NCCLmoderate
$ tech --tool
NVIDIAvery high
DCIMhigh
AMDmoderate
CADmoderate
Supermicromoderate
JIRAlow
Zendesklow
$ tech --concept
Ethernetvery high
BIOShigh
BMChigh
Fiber opticshigh
HVAChigh
InfiniBandhigh
PDUhigh
Structured cablinghigh
UPShigh
CDUmoderate
Cold aisle containmentmoderate
CRACmoderate
CRAHmoderate
Hot aisle containmentmoderate
RDMAmoderate
Redfishmoderate
RoCEmoderate
ZTPmoderate
BESSlow
BIMlow
DIAlow
GPUDirectlow
$04

Open Jobs

52 open Datacenter Field Technician jobs across 9 companies.

xAI19h
Medium Voltage Electrician (Construction)
Memphis, Tennessee; Southaven, Mississippi·Physical Systems
xAI19h
High Voltage Electrician (Construction)
Memphis, Tennessee; Southaven, Mississippi·Physical Systems
Nebius3d
Data Center Technician
United States·Physical Systems
xAI4d
Data Center Operations Technician (MMR/MDF & Fiber Infrastructure)
Memphis, Tennessee; Southaven, Mississippi·Physical Systems
xAI4d
Data Center Operations Technician
Atlanta, Georgia·Physical Systems
Nebius4d
Data Center Operations Technician
Mäntsälä, Finland·Physical Systems
Nebius1w
L1 IT Technician
Reykjanesbær, Iceland·Physical Systems
Nebius1w
Field Network Technician
New Jersey, United States·Physical Systems
Anthropic2w
Hardware Lab Manager
San Francisco, CA | New York City, NY·Physical Systems
CoreWeave2w
Technical Deployment Lead
Sunnyvale, CA / Bellevue, WA / Reno, NV / Phoenix, AZ·Physical Systems
Lambda2w
Data Center Operations Systems Engineer (Seattle)
Quincy, WA - Data Center·Physical Systems
OpenAI2w
NeoCloud & Colo Due Diligence Lead
US - Remote·Physical Systems
CoreWeave2w
Data Center Technician - Phoenix, AZ
Phoenix, AZ·Physical Systems
Nscale3w
Electrical Technician - Glomfjord
Norway·Physical Systems
Lambda3w
AI Infrastructure Data Center Deployment Lead
Remote, USA·Physical Systems
xAI3w
Lead, Hardware Deployment Engineer
Memphis, Tennessee; Remote International·Physical Systems
Lambda3w
Data Center Operations Systems Engineer III (Los Angeles)
Vernon, CA - Data Center·Physical Systems
Lambda3w
Data Center Operations System Engineer III (Querétaro, Mexico)
Querétaro, Mexico - Data Center·Physical Systems
OpenAI3w
Network Operations Engineer - Network Activation
San Francisco·Physical Systems
xAI3w
Critical Facilities Engineer
Memphis, Tennessee·Physical Systems