1. Data Center Facility / Cooling Experience

Skills Required:

Familiar with data center HVAC/cooling systems, hot/cold aisle design, and air conditioning/chiller maintenance.

Capable of monitoring and optimizing data center environmental parameters (temperature, humidity, airflow).

Experienced in data center operations, understanding server power consumption, heat distribution, and energy efficiency (PUE).

Example Roles:

Data Center Facility Manager

Data Center HVAC/Cooling Specialist

Infrastructure Operations Engineer

2. Market and Operations Capability

Skills Required:

Conduct market research, analyze potential clients and industry trends.

Possess business development skills (new client acquisition, partner management).

Able to develop commercial strategies to promote data centers or related products to the market.

Example Roles:

Data Center Business Development Manager

Operations Manager / Marketing Manager

3. Data Engineering and Large Model Expertise

Skills Required:

Proficient in data engineering, data warehouses, ETL processes.

Capable of data analysis and validation, understanding large-scale data processing and compute requirements.

Familiar with large models (LLM/AI models) inference and training resource calculation, able to evaluate costs and performance.

Able to integrate data center resources with AI/large model workloads for optimal resource allocation.

Example Roles:

Data Engineer

AI Infrastructure Analyst

ML Ops / Large Model Resource Planning Specialist