Expert knowledge of (> 5 years)
• Design and implementation of data processing pipelines
• Design and implementation of AI/ML based decision support systems
• Developing software packages using Python
• Developing Deep Learning Solutions for processing image data (convolutional networks)
• Major AI software frameworks like PyTorch, TensorFlow and model formats like ONNX
• Applying software engineering principles
Experience with:
• Development of Large Language Models or multimodal models processing image data
• Building JSON REST, including building and deployment of service-oriented architecture components
• ClearML or similar platform for streamlining AI development and deployment
• Knowledge of models for real-time object detection and image segmentation (e.g., YOLO)
Familiarity with:
• Windows and Linux operating systems • Git source control
Other:
• University degree in Software engineering or related field
• Hands-on mentality and fast-prototyping skills to evaluate new technologies
• Excellent communication and presentation skills; candidate needs to communicate with users, business analysts, subject-matter experts, IT security experts and inspectors
• Fluency in written and spoken English