AI Software Developer

Rapidly build your personal portfolio developing AI based software solutions for industrial products as part of a multi disciplined engineering team.

As part of the software team, you will:

• Have a hands-on approach to develop, fault find & test
• Be independent and responsible for your own work
• See projects through all stages of concept to real-world deployment

Checkout our portfolio for the sort of projects you will work on: https://roboticsystems.com.au/portfolio

Watch this video to meet the team: https://vimeo.com/494205738

Task Examples:

• Liaise with clients regularly to understand their needs and translate them into effective software solutions.
• Setup and test project-specific hardware during prototyping
• Work with electrical engineers and industrial designers to create fully functional designs.
• Apply fundamental concepts such as the train test split, confusion matrix and other performance metrics in the training and assessment of AI models.
• Extract meaningful insights from various forms of data:
• Most commonly image/video data for typical image processing tasks, such as classification, detection, segmentation, and key points.
• Univariate or multivariate time series data for classification or regression
• Pointcloud data for tasks such as localisation, measurement and detection.
• Training of vision models and writing surrounding code to extract meaningful insights from the processed feed.
• Training classical models on uni/multivariate sensor data for regression or classification.
• Use classical techniques to detect and measure features of interest in a point cloud and extract insights.
• Use SLAM with LiDAR to map an environment and position the system.

About you:

• You have a University qualification in Mechatronics/Computer Science/Software Engineering/Data Science or equivalent.
• You are proficient in Python
• You are not afraid to ask for help or clarification and are committed to expanding your knowledge in the areas of hardware and software development.
• You always try to solve things in a practical and simple manner and have a good eye for detail.
• You have excellent written and verbal communication and comprehension skills.
• You have a passion for all things in the technology space and don’t shy away from problems you don’t know how to solve. Instead, research, test, and try until you find a solution.
• You do not take shortcuts or cut corners, always checking and testing your own work and accept nothing but your best work.
• You are diligent and are effectively able to manage your own time and prioritise tasks.
• You currently reside within commuting distance (<30 mins) of Robotic Systems at Maryville
• You currently hold an Australian Driver’s Licence and have your own transport

Bonus Points:

You can demonstrate;

• Professional experience creating combined software & hardware solutions.
• Experience with Python libraries such as Multiprocessing, Pyside/PyQT, Numpy, and Pandas.
• Experience with deep learning. For example, libraries such as PyTorch, TensorFlow, Keras, FastAI, MM, Hugging Face, Ultralytics, Roboflow, Azure ML etc.
• Experience with classical techniques. For example, libraries such as sci-kit-learn, XGBoost, LightGBM, CatBoost, Random Forests, Support Vector Machines (SVMs) etc.
• Experience with remote deployment and management of field-deployed edge computing, specifically the Nvidia Jetson lineup.
• A passion for creativity through hobbies related to embedded/software/mechatronics.

Position Specifics:

• AI software development for industrial product design
• Annual salary: $95 – $140k + superannuation based on experience
• Working Hours: 6:00am – 2:30pm, Monday – Friday
• Primary location of work: 1/45 The Avenue, Maryville, NSW
• Start Date: August – September
• Key Requirements; For this role we are looking for demonstrated personal or professional experience with;
• Deep learning
• Python end-user application development