Distributed ML Systems Engineer — Scale & Reliability

Roc Search; Greater London; Hybrid; GBP 70,000 - 100,000; Full time

Job summary

Roc Search is seeking an Infrastructure Engineer in London to design and scale the deployment layer of a distributed technology platform. You will own systems engineering to ensure reliable execution of diverse applications within memory and compute constraints, collaborating with research and engineering teams to build robust testing environments.

The role focuses on orchestration, automation, and reliable production software across a large on-premise hardware network, with 1–2 days in the

Qualifications

• Strong production Python experience with emphasis on testing and maintainability.
• Hands-on experience deploying distributed systems across diverse on-prem hardware.
• Ability to design scalable deployment, orchestration, and testing environments.

Responsibilities

• Network orchestration and system performance, including resource management and release workflows for concurrent local processes.
• Scalable infrastructure and automation through virtualized environments, fault-tolerant networks, and data pipelines.
• Diagnostics and engineering standards: telemetry, logging, and robust incident response.

Skills

Python

MLops

Pytorch

Distributed computing

Memory management

Tools

Grafana

ElasticSearch

TensorRT

Job description

Roc Search is seeking an Infrastructure Engineer in London to design and scale the deployment layer of a distributed technology platform. You will own systems engineering to ensure reliable execution of diverse applications within memory and compute constraints, collaborating with research and engineering teams to build robust testing environments.

The role focuses on orchestration, automation, and reliable production software across a large on-premise hardware network, with 1–2 days in the