About Nscale
Nscale is the vertically integrated AI cloud engineered for AI. We own and operate the full stack — energy, data centres, GPU superclusters, orchestration, and AI services — delivering high-performance infrastructure to AI-native companies, enterprises, and governments across Europe and the US. We are deploying GPU capacity at hyperscale, operating some of the densest, most advanced AI infrastructure in the world.
At Nscale, our Support and Operations team plays a critical role in maintaining service availability, driving service reliability, and delivering rapid response to customer issues. We thrive on a culture of relentless innovation, ownership, and accountability, where every team member takes pride in their work and drives it with excellence and urgency. As an Nscaler, you'll build trust through openness and transparency, where everyone is inspired to do their best work. If you join our team, you'll be contributing to building the technology that powers the future.
Head of Infrastructure Support – APAC
The Head of Infrastructure Support owns Infrastructure Support across APAC supporting the APAC team, function, and its impact on customers. Reporting directly to the VP of Support and operating alongside counterpart across EMEA and US, you are accountable for the success of APAC regional support outcomes: Service performance, escalation quality, customer experience, and the health of the GPU estates your team supports.
The APAC regional Infrastructure Support engineers report directly to you, and you own their management end to end from hiring, 1:1s, performance reviews, development planning, and documented performance management through to outcome. Their performance, growth, and results are your responsibility.
You will grow your APAC regional Infrastructure Support team during a period of rapid company scaling, embed a consistent operating model with your counterparts in the other regions to deliver true follow-the-sun coverage, and act as the organisational accountability layer for the APAC region — ensuring that strategic and tactical work spanning Support and Operations lands with clear owners and gets driven to completion. As the function matures, you will own a global capability area on behalf of all regions and shape your team's structure including developing team leads, as headcount grows.
You remain technically credible: close enough to GPU infrastructure, high-performance fabrics, and Linux operations to lead complex incident response, challenge technical decisions on their merits, and earn the respect of Senior Engineers while spending the majority of your time leading.
What You'll be Doing
Regional Ownership & Accountability
- Own the success of Infrastructure Support for APAC region: Service outcomes, customer impact, and team performance sit with you
- Own regional service performance against defined KPIs with SLA adherence, MTTR, first-response time, backlog health, and CSAT with accurate reporting to the VP of Support and senior leadership
- Identify APAC regional risks across capacity, capability, coverage, or customer early, and either resolve them or escalate them with a clear recommendation
- Own APAC regional capacity modelling and headcount planning: Forecast support demand against fleet growth and customer onboarding, and make the business case for investment to the VP of Support
- Act as the APAC regional accountability layer during rapid growth: when cross-functional work spanning Support, DC Operations, deployment, firmware, and Engineering lacks a clear owner, make sure it gets one and gets done
- Partner with the respective regions of Heads of Infrastructure Support across EMEA and US to run a single global function: consistent standards, processes, and quality, with true follow-the-sun handover between regions
- Own a global capability area on behalf of all regions such as escalation management standards, the knowledge and runbook system, or the tooling and automation roadmap and working with other Heads of Infrastructure Support defining the standard every regional Support team operates to
People Leadership & Team Building
- Own day-to-day people management for your regional Infrastructure Support team: regular 1:1s, performance reviews, development planning, and documented performance management including underperformance from through to outcome
- Hire and grow the team: define role requirements, run structured interviews, and build a bench of engineers who meet Nscale's technical and communication bar
- Design your team's structure as the region scales, appointing and developing team leads and building second-line management capability as headcount grows
- Set and monitor individual and team objectives, driving accountability and continuous improvement
- Design and own shift planning, rotation coverage, and on-call scheduling for the region, ensuring sustainable 24/7 support in coordination with the global coverage model
- Identify skills gaps and drive upskilling through training, mentoring, and knowledge sharing across teams
- Ensure roles, responsibilities, and expectations are clearly understood and consistently applied.
Service & Operational Performance
- Own ticket queue health for the region: accurate prioritisation, timely resolution, and clean escalation flow from frontline triage into L2/L3
- Monitor team productivity and workload trends, addressing bottlenecks before they become service risks
- Ensure adherence to ITIL-aligned processes across incident, request, change, and problem management
- Improve dashboards, alerting, and runbooks to reduce repeat incidents and drive right-first-time resolution
- Maintain consistent standards, processes, and documentation across regional teams; ensure compliance with audit, security, and operational requirements
Incident, Escalation & Stakeholder Leadership
- Act as the senior regional escalation point for complex or high-impact incidents, including customer-facing escalations, participating in regional on-call as required
- Lead post-incident reviews, identify recurring patterns, and ensure follow-up actions are tracked and delivered and converting incidents into problem records and durable fixes
- Represent Infrastructure Support to regional customers and internal senior stakeholders; communicate clearly, candidly, and concisely at every level from engineer to executive
- Contribute to readiness and support planning for new services, data centre deployments, and customer onboarding in the region
Technical Leadership & Contribution
- Work alongside Senior Engineers on complex incidents, technical improvements, and operational tooling and close enough to the work to lead it credibly
- Maintain hands-on fluency across GPU infrastructure (drivers, firmware, hardware fault isolation, RMA workflows), Linux at scale, and east-west high-performance fabrics (InfiniBand/RoCE diagnostics and fault isolation)
- Guide investigation quality: evidence-led diagnosis, structured troubleshooting, and handovers that stand up to scrutiny
- Contribute to scripting and automation direction to reduce toil across the regional operation
- Travel to Nscale or customer sites when needed to lead onsite support activity as require
About You
- Leadership experience. 5+ years of direct line management of engineers in an operational support environment, with end-to-end ownership of performance management: reviews, development plans, and documented underperformance processes through to outcome. You can describe your management framework and point to engineers you've grown
- Operational ownership. Experience owning team workload, prioritisation, and service delivery against SLAs, with accountability for the numbers — and experience explaining those numbers to senior leadership
- Function building. Experience hiring, scaling, or standing up support/operations capability in a fast-moving environment, including capacity modelling and headcount planning against demand; comfortable operating where processes are still evolving and helping define them without slowing delivery
- Excellent written and verbal communication with clear, specific, and concise at every level, from ticket notes to executive updates to difficult customer conversations. We treat communication quality as a core leadership skill and assess it directly
- Decisiveness and accountability. A bias for decisive action and calculated risk in ambiguous situations; you take ownership of outcomes, speak candidly, disagree when appropriate, and commit fully once decisions are made
- Technical foundation — 8+ years across:
- Linux systems engineering in production, with proven troubleshooting across compute, storage, and network layers
- GPU infrastructure. Working knowledge of GPU platforms (NVIDIA; AMD beneficial) — driver/firmware stacks, hardware diagnostics (nvidia-smi, DCGM), fault isolation, and RMA workflows on AI or HPC estates
- High-performance east-west fabrics. Understanding of RDMA over InfiniBand and/or RoCE, link-level diagnostics, and how fabric health drives cluster performance; able to lead and challenge fabric-related incident response
- HPC scheduling and orchestration. Hands-on Slurm operation for multi-GPU workloads, including containerised execution via Pyxis/Enroot, MPI-based communication, and deep diagnostics of queue health, network topology, and job-level failures
- Networking fundamentals. L2/L3, routing, VLANs, load balancing, and how east-west cluster traffic differs from north-south
- Data Centre operations. Solid understanding of servers, networking, storage, power, and virtualisation in an operational support context, including working with onsite DC Operations and smart-hands teams
- Observability and incident response. Interpreting metrics and alerts, driving incidents to resolution, and leading post-incident improvement
- Automation. Scripting (Bash, Python, or similar) and familiarity with Infrastructure as Code tools (Ansible, Terraform, or similar
- Process literacy. Strong understanding of ITIL-aligned incident, problem, and change management, and of SRE practices — runbooks, toil reduction, and continuous improvement
- Adaptability. Comfortable with out-of-hours escalations, regional on-call participation, and travel for onsite leadership
Nice to Have
- Deeper GPU/HPC exposure. NCCL-based performance troubleshooting, NVLink/NVSwitch, Slurm-scheduled multi-GPU workloads, or rack-scale systems
- High-performance storage. Exposure to VAST or comparable AI-optimised storage platforms, Ceph, or NFS at scale
- OpenStack and fleet operations tooling. OpenStack operations, or fleet-scale provisioning and health tooling (MAAS, NetBox, Redfish-driven automation, or similar)
- Operating or supporting clusters and GPU operator stacks. Helpful context for our platform, though not the core of this role
- Multi-region or follow-the-sun operations. Experience running or coordinating support across regions and time zones
- Formal qualifications. ITIL certification, or relevant Linux/networking/cloud certifications will be a plus!
In All We Do, Our Core Values Guide Us
Relentless Innovation
At Nscale, we constantly push the boundaries of innovation, embracing creative risks to shape the future. Our aim is to deliver products that not only meet but exceed today’s expectations, setting new standards for tomorrow.
Ownership and Accountability
Every Nscaler is fully accountable for their work, driving it with excellence and urgency. We set high standards, ensuring that our contributions are not just good but exceptional.
Openness and Transparency
We believe trust and transparency are key to our success. We maintain open communication within our teams and with stakeholders, sharing both successes and challenges. Our open-source approach allows customers to explore our technology, building trust and ensuring our solutions are both innovative, secure, and reliable.
Customer-Centric Focus
Our customers are central to our mission, and we are committed to delivering impactful solutions that drive real-world success. We focus on deeply understanding their needs and challenges, striving to exceed expectations in both product quality and service.
Sustainability
We are dedicated to considering the long-term environmental and societal impacts of our technologies. By integrating sustainability into our operations and product development, we ensure that our innovations are both effective and responsible, contributing positively to the world around us.
Full-Speed Collaboration
Collaboration at Nscale is fast, efficient, and respectful. We work together seamlessly, with clear communication and mutual respect, ensuring our shared goals are met with high standards and impactful outcomes.
Equal Opportunities Statement
We strongly encourage applications from people of colour, the LGBTQ+ community, people with disabilities, neurodivergent people, parents, carers, and people from lower socio-economic backgrounds.
If there’s anything we can do to accommodate your specific situation, please let us know.
The responsibilities outlined in this job description are not exhaustive and are intended to provide a general overview of the position. The employee may be required to perform additional duties, tasks, and responsibilities as assigned by management, consistent with the skills and qualifications required for the role.
For information on how Nscale handles candidate personal data, please see our Employee & Candidate Privacy Notice: Here.
For information on how Nscale handles candidate personal data, please see our Employee & Candidate Privacy Notice: Here.
