Fleet Performance Engineer

present of AI; Wallingford; Híbrido; GBP 45.000 - 65.000; Jornada completa

Descripción de la vacante

Dexory is seeking a data-oriented reliability-focused analyst to convert robot fleet telemetry into practical fixes. You will build dashboards, examine time-series data, and parse logs to identify repeat failures, ensuring consistent configuration across the fleet.

A few years in a data-heavy or reliability role, comfort with Python and time-series data, and the ability to write clear findings for engineers are key requirements.

Formación

• A few years in data-heavy or reliability roles.
• Proficient in Python and time-series data analysis.
• Able to read Linux logs (ROS logs beneficial).
• Strong written communication for actionable findings.

Conocimientos

Python

Time-series analysis

Linux logs reading

Clear written comms

Dashboard development

Descripción del empleo

This role turns robot and fleet data into practical fixes. The work covers building dashboards and alerts, digging through telemetry and incident logs for repeat failures, and keeping robot configuration consistent across the fleet. A strong candidate has a few years in a data-heavy or reliability role, is comfortable with Python and time-series data, can read Linux logs, and writes clearly enough that engineers act on the findings.

How it fits the AI era

AI can help spot patterns in telemetry, flag unusual behavior early, and speed up the first pass through large piles of logs. The human part stays important: deciding which signals matter, judging whether a failure is a hardware, software or setup problem, and explaining the cost of an issue so the right team takes it on. Noticing what nobody reported still depends on curiosity and judgment.

How it builds AI experience

The company runs robots that feed an AI digital twin of the warehouse, so this role sits close to the data that keeps that picture accurate. Someone here would learn how fleet health data is gathered and used, and how early warning signals are built from real machine behavior. Building that experience beforehand could mean practicing anomaly detection on time-series data and learning basic ROS log reading.

Worth showing

• Python time-series analysis
• Dashboards people actually use
• Reliability or failure analysis

This is our own read, written from the employer's posting and the company's Spotlight. The employer's posting is the source of truth for the role.

About Dexory

Autonomous robots scan every pallet in a warehouse each day, per the company, and feed an AI digital twin, so a warehouse manager can see real stock levels instead of what the systems assume.