AI Software Engineer - Machine Vision

Adria Solutions ltd
Poynton, UK
3 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Compensation
£55,000.0 - £70,000.0
Working hours
Regular working hours

Tech stack

Clean Code Principles Artificial Intelligence Software Applications Application Performance Management Computer Vision Automation of Tests C Sharp (Programming Language) C++ (Programming Language) Continuous Integration Memory Management Hardware Interface Design Image Quality
+17 more
Integrated Development Environments Python (Programming Language) Machine Learning Object Detection OpenCV Commercial Software Software Maintenance Tensorflow Software Engineering Systems Integration Real Time Systems Pytorch Git ONNX (Open Neural Network Exchange) Format TensorRT Data Pipelines Software Usability

Job description

  • Well have you design, develop and maintain software using C++, C# and Python, selecting the appropriate language for each component.
  • Well have you develop, evaluate and improve machine vision models and image-processing algorithms.
  • Well have you prepare and validate image datasets for model training and testing.
  • Well have you integrate AI models into software applications and processing pipelines.
  • Well have you investigate model accuracy, inference speed, memory usage and application performance.
  • Well have you develop automated tests for software components and AI functionality.
  • Well have you diagnose issues involving image quality, model behaviour and software integration.
  • Well have you collaborate with colleagues to translate application requirements into working solutions.
  • Well have you document technical decisions, evaluation results and implementation details.

Technologies:

  • AI
  • C#
  • CI/CD
  • Computer Vision
  • Git
  • Hardware
  • Machine Learning
  • Model Training
  • PyTorch
  • Python
  • TensorFlow
  • opencv, Were looking for an AI Software Engineer to develop software and artificial intelligence models, primarily for machine vision applications. Youll combine software engineering with applied AI to turn visual data into practical capabilities and integrate them into reliable applications, with hands-on involvement across development, testing, integration and performance improvement. Youll help us deliver machine vision solutions that perform reliably beyond the development environment, focusing on accuracy, speed and maintainable software. We offer hybrid or remote working, excellent career progression with the opportunity to lead an AI team, and other benefits.

Requirements

  • We require commercial software development experience, with strong capability in one or more of C++, C# and Python.
  • We require practical experience developing computer vision, machine learning or image-processing solutions.
  • We expect an understanding of model training, validation and evaluation.
  • We look for the ability to write maintainable code and apply sound testing and debugging practices.
  • We require experience integrating algorithms or models into usable software.
  • We value strong analytical skills and the ability to investigate complex technical problems.
  • We value clear communication and a collaborative approach.
  • Experience working across C++, C# and Python is desirable.
  • Familiarity with OpenCV and frameworks such as PyTorch or TensorFlow is desirable.
  • Experience with object detection, image classification, segmentation or visual inspection applications is desirable.
  • Experience with real-time processing, GPU acceleration or deployment to edge devices is desirable.
  • Familiarity with model optimisation and inference tools such as ONNX or TensorRT is desirable.
  • Experience working with cameras, video streams or hardware interfaces is desirable.
  • Familiarity with Git, CI/CD and AI-assisted coding tools is desirable.

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