Senior Software, Cloud & Modelling Engineer

Garnett Farms Engineering Ltd; Goostrey; On-site; GBP 65,000 - 90,000; Full time

Job summary

AG Products in Goostrey, Cheshire, is seeking a Senior Software, Cloud & Modelling Engineer to own software and cloud systems for agricultural machinery. You will work with mechanical, electrical and embedded engineers to build complete software solutions and data-driven simulations.

With strong Python, AWS and Linux/Docker expertise, you will develop backend services, cloud infrastructure and Digital Twin tools to support development and evidence-based decision making.

Qualifications

• Advanced Python in industrial software projects.
• Experience delivering full applications: backend, APIs, databases.
• Hands-on AWS or comparable cloud infra.
• Strong Linux, Docker, deployment, networking and security skills.
• Experience with engineering data, modelling, simulation or analytical apps.
• Ability to work independently and communicate across teams.

Responsibilities

• Design, develop and maintain software for agricultural machinery and autonomous systems.
• Build backend services, APIs and databases; create user-facing applications.
• Maintain scalable software architecture; integrate machinery and embedded controllers.
• Develop tools to collect, process and present machine and sensor data.
• Maintain documentation, version control and sound development practices.
• Prepare deployment and reliable infrastructure for future commercial deployment.

Skills

Python

Backend APIs

AWS

Linux & Docker

Engineering data & modelling

Cross-team communication

Tools

PostgreSQL

FastAPI

React

Job description

Senior Software, Cloud & Modelling Engineer

AG Products | Goostrey, Cheshire | Full-time | On-site

AG Products develops agricultural machinery involving software, electronics, sensors and intelligent/autonomous control. We are looking for an experienced, practical engineer to own the software and cloud systems supporting our machinery development programme, and turn engineering questions and operational data into useful applications, analysis and simulations.

The role

You will take technical ownership from an initial engineering idea through research, design, development, testing and deployment. Working alongside mechanical, electrical and embedded/controls engineers, you will build complete software solutions and help the team make evidence-based decisions about machine performance and development priorities.

Key Responsibilities

1. 
   Software Development & Architecture
   
   
   
   • Design, develop and maintain software for agricultural machinery and autonomous systems.
   
   
   • Build backend services, APIs, databases and user-facing applications.
   
   
   • Maintain reliable, scalable software architecture and integrate machinery, embedded controllers and applications.
   
   
   • Develop tools to collect, process and present machine and sensor data.
   
   
   • Maintain clear documentation, version control and sound development practices.
   
   
   
   


2. 
   Cloud Infrastructure & DevOps
   
   
   
   • Take hands-on ownership of cloud infrastructure, particularly AWS.
   
   
   • Configure and troubleshoot Linux systems, cloud services and Docker deployments.
   
   
   • Maintain deployment, monitoring, backup and recovery processes.
   
   
   • Manage networking, connectivity, access and security.
   
   
   • Prepare reliable infrastructure for future commercial deployment.
   
   
   
   


3. 
   Engineering Simulation & Computational Modelling
   
   
   
   • Develop simulation, computational modelling and Digital Twin tools for autonomous machinery.
   
   
   • Model machine performance, operating sequences, capacity and efficiency.
   
   
   • Analyse data and test engineering concepts before physical implementation.
   
   
   • Work with robotics and mechanical engineers to validate models against real machines.
   
   
   
   


4. 
   Research & Development
   
   
   
   • Investigate technologies and develop prototype software for agricultural machinery and autonomous systems.
   
   
   • Collaborate with internal engineers, universities and external research partners.
   
   
   • Turn research into practical applications and support testing, troubleshooting and validation.
   
   
   
   

Essential Skills & Experience

• Strong commercial or industrial software engineering experience, with advanced Python skills.


• Experience delivering complete applications, including backend services, APIs and databases.


• Hands-on AWS or comparable cloud infrastructure experience.


• Strong Linux, Docker, deployment, networking and security skills.


• Experience with engineering data, modelling, simulation or complex analytical applications.


• Ability to solve technical problems independently and communicate clearly across engineering disciplines.

Desirable Experience

• React, FastAPI and PostgreSQL.


• AWS administration and DevOps automation.


• Digital Twins, scientific computing, numerical modelling or optimisation.


• Robotics, industrial automation or connected machinery.


• CAN/CANopen, machine-data interfaces and sensor-data visualisation.


• Computer vision or AI and machine-learning integration.


• Agricultural machinery, off-highway vehicles or industrial equipment.


• Collaborative R&D with universities or research organisations.

Location

Based on-site at our engineering premises in Goostrey, Cheshire.