AI Reliability Engineering Manager

Nscale
United Kingdom
On-siteCareer-pivot friendly

Who this role is best for

Best suited to hands-on operational leaders with GPU/HPC experience working in large-scale data center environments.

Best fit for

  • Candidates with a background in managing operational teams and a strong technical foundation in GPU and Linux environments
    — “Experience: 6+ years in infrastructure, operations, or support engineering in production environments, including 2+ years around GPU, HPC, or large data center estates”
  • Individuals who have led incident response and driven automation in high-performance computing settings
    — “Be the first management escalation point on P1s and customer escalations, lead post-incident reviews, and turn repeat incidents into problem records and durable fixes”
  • Professionals who have owned and optimized operational queues with SLA adherence and backlog management
    — “Own the queue: prioritization, SLA adherence, MTTR, and backlog, with a named owner on every near-breach ticket”

Things to consider

  • The role involves frequent on-call responsibilities and potential for out-of-hours work
    — “comfortable with out-of-hours escalations, on-call, and travel to data centers and customer sites”
  • Candidates must be prepared to manage a growing team and take ownership of a full pillar of operations
    — “you take ownership of a full pillar with its own queue and SOPs”

How to stand out

  • Highlight experience in leading incident reviews and implementing durable fixes for recurring issues
    — “lead post-incident reviews, and turn repeat incidents into problem records and durable fixes”
  • Demonstrate a track record in managing operational queues and ensuring SLA adherence
    — “Own the queue: prioritization, SLA adherence, MTTR, and backlog”
  • Showcase technical expertise in GPU platforms, Linux, and high-performance networking
    — “solid production Linux and networking, working knowledge of how GPU fleets fail and get repaired”
  • Emphasize leadership experience in engineer development and performance management
    — “3+ years managing engineers in an operational support function, owning reviews, development plans, and performance management through to outcome”
  • Demonstrate familiarity with automation tools and SOP creation for operational remediation
    — “Own the SOPs for your pillar and drive them into Nscale's automation”
Pace · Fast PacedCollaboration · HighAutonomy · HighDecision Impact · Team

Derived from job-description analysis by Serendipath's career intelligence engine.

What success looks like

  • team growth
  • SLA adherence
  • MTTR reduction
Typical background
infrastructure managementoperations engineering

Skills & requirements

Required

Team ManagementOperational OwnershipTechnical LeadershipIncident Management

Preferred

GPU Platform DepthNetwork Diagnostics

Stack & domain

GPULinuxHigh-performance FabricsLeadershipCommunicationTechnology

About the role

Original posting from Nscale via Greenhouse

The role

Run the day-to-day operation of an AI Reliability Engineering team of eight to ten engineers across EMEA. You own the people, the queue, the rota, and the escalations. You report to the AIR Senior Manager for EMEA, who holds strategy, budget, and the senior customer relationships, so your time goes on running a world-class operation and growing the engineers in it.

The estate is about 29,000 GPUs today, with a planning target of one million by the end of 2027. You are the first manager hired under the Senior Manager, and as the region grows you take ownership of a full pillar with its own queue and SOPs. It is a hands-on role: close enough to GPUs, Linux, and high-performance fabrics to lead an incident and challenge a diagnosis, while leading the team most of the week.

What you'll be doing

Lead a team of eight to ten AI Reliability Engineers: 1:1s, objectives, reviews, probation, development, and hiring

Own the queue: prioritization, SLA adherence, MTTR, and backlog, with a named owner on every near-breach ticket and clean handoffs to Engineering and vendors

Run the rota and on-call for the team within the EMEA coverage model and the global follow-the-sun handover

Be the first management escalation point on P1s and customer escalations, lead post-incident reviews, and turn repeat incidents into problem records and durable fixes

Own the SOPs for your pillar and drive them into Nscale's automation so that repeatable remediation needs less human time

Work the day-to-day relationships with DC Operations, Network Operations, Engineering, and the fleet tooling and automation teams

Report your team's numbers weekly and accurately, and explain what moved and why

About you

Experience: 6+ years in infrastructure, operations, or support engineering in production environments, including 2+ years around GPU, HPC, or large data center estates

Leadership: 3+ years managing engineers in an operational support function, owning reviews, development plans, and performance management through to outcome

Operational ownership: you have run a queue against SLAs and are comfortable being accountable for the numbers

Communication: clear, specific, and concise, in writing and in person

Decisiveness and pragmatism: you make calls with incomplete information, improve process without slowing delivery, and commit once the decision is made

Technical foundation: solid production Linux and networking, working knowledge of how GPU fleets fail and get repaired, ITIL and SRE habits, and enough scripting to review an engineer's work

Adaptability: comfortable with out-of-hours escalations, on-call, and travel to data centers and customer sites

Nice to have

NVIDIA GPU platform depth: nvidia-smi, DCGM, and XID interpretation through to RMA (AMD Instinct beneficial)

InfiniBand or RoCE diagnostics, NCCL, NVLink and NVSwitch, and Slurm with Pyxis and Enroot

Rack-scale systems such as GB200 and GB300 NVL72

BMC and Redfish, MAAS, NetBox, OpenStack, Kubernetes, and Ansible or Terraform

High-performance storage such as VAST, Ceph, or NFS at scale

Follow-the-sun operations, and ITIL, Linux, networking, Kubernetes, or NVIDIA certifications

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Source: Nscale careers (Greenhouse)

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