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DataOne

Operates AI-focused, giga-scale data centers

Mechanical Operations Supervisor

Equipment MaintenancePosted on Nov 11
Full-timeVineland, NJ, USA

About the Job

Requirements

  • At least 5 years of hands-on mechanical experience in mission-critical facilities, including data centers, hospitals, pharmaceutical facilities, power plants, or heavy industrial environments.
  • At least 2 years of experience supervising or leading mechanical technicians or technical maintenance personnel.
  • Strong knowledge of chilled-water systems, chillers, pumps, Variable Frequency Drives, cooling towers, dry coolers, heat exchangers, Fan Distribution Units, and CRAC/CRAH equipment.
  • Working knowledge of hydronic systems, including pressure maintenance, water treatment, softeners, degassers, and glycol systems.
  • Experience using Building Management Systems and Programmable Logic Controllers to monitor equipment, review trends, and troubleshoot system alarms.
  • Experience leading mechanical incident response, coordinating maintenance activities, and working with computerized maintenance management systems, Standard Operating Procedures, Methods of Procedure, and Emergency Operating Procedures.
  • EPA Section 608 Universal Certification and OSHA 30 certification, or the ability to obtain OSHA 30 certification within 90 days of employment.
  • Ability to prioritize maintenance activities and make decisions during critical incidents.
  • Ability to support shift coverage, extended hours, weekends, and mechanical emergencies as operational needs require.
  • Participation in an on-call rotation for mechanical emergencies, including the ability to respond on-site within established response times.
  • Ability to perform the physical duties described, including standing, walking, bending, kneeling, reaching, climbing stairs or ladders, accessing mechanical areas, lifting or carrying up to 50 pounds, and wearing required Personal Protective Equipment while following safety procedures.

Responsibilities

  • Oversee daily operations of chilled-water systems, centrifugal and screw chillers, pumps, cooling towers, dry coolers, heat exchangers, CRAC/CRAH units, and associated mechanical infrastructure.
  • Supervise mechanical engineers and technicians, including daily assignments, scheduling, shift coverage, performance feedback, and employee development.
  • Plan, schedule, and coordinate preventive and corrective maintenance, equipment inspections, and mechanical rounds using computerized maintenance management systems.
  • Monitor cooling system performance, equipment alarms, operational redundancy, and system conditions using Building Management Systems and other monitoring platforms.
  • Lead initial response to mechanical incidents, direct troubleshooting and equipment restoration activities, and escalate critical issues in accordance with established procedures.
  • Coordinate mechanical contractors, vendors, and equipment manufacturers during maintenance, repairs, inspections, testing, and commissioning activities.
  • Monitor critical spare parts, refrigerant records, water treatment supplies, and chemical inventories to support equipment maintenance and operational readiness.
  • Maintain accurate maintenance records, incident reports, shift handovers, corrective-action trackers, and operational updates.
  • Coordinate technical training, assess employee competency, and support the development and improvement of Standard Operating Procedures, Methods of Procedure, and Emergency Operating Procedures.
  • Enforce mechanical safety requirements, including lockout/tagout, permit-to-work procedures, confined-space protocols, refrigerant handling, Personal Protective Equipment, and stop-work procedures.

Desired Qualifications

  • Experience supporting hyperscale or colocation data center mechanical operations.
  • An associate degree in Mechanical Engineering Technology or HVAC, or equivalent military technical training.
  • Experience with construction-to-operations turnover, Level 3–5 commissioning, and integrated systems testing.
  • Knowledge of liquid cooling technologies, including rear-door heat exchangers, Coolant Distribution Units, and direct-to-chip cooling.
  • Experience developing technical training programs, evaluating employee competency, or applying structured root-cause analysis methods.

About the Company

DataOne

Operates AI-focused, giga-scale data centers

DataOne builds and runs giga-scale data centers called AI Factories designed for high-density AI workloads. It provides end-to-end, build-to-suit infrastructure for large tech firms to train and operate power-intensive AI models, with on-site development and management of the facilities. The data centers use specialized, liquid-cooled systems that support 60–250 kW per rack and are paired with renewable energy, on-site power generation via fuel cells, closed-loop water cooling, and heat recycling to pursue net-zero consumption. DataOne differentiates itself through AI-specific, high-density infrastructure and sustainability-focused design, backed by BSO with an aim to expand Europe and the United States, including a 400MW Europe campus plan and a 350MW U.S. facility, targeting large-scale GPU hosting and hyperscale computing for enterprise AI needs.

Company size
51-200
Company stage
Not listed
Total funding
Not listed
Headquarters
Vineland, NJ
Founded
Not listed

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