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: ASAP

Key Requirements; For this role we are looking for demonstrated personal or professional experience with;

Deep learning

Python end-user application development

About the Role

Rapidly build your personal portfolio by developing AI-based software solutions for industrial products as part of a multidiscipline 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.

How to Apply

Right now we don't want your resume… Instead, to get to know you a little better we would like you to shoot a quick <5 minute video to showcase your technical projects that you have attempted outside of work or study.

You are not scored on level of functionality, they can be failed attempts, partially working or fully completed. What we are looking for here is demonstrated passion by having a go building things in your own time!

There are no points for video production quality, a simple unedited phone video will suffice as long as you can communicate the following:

Introduce yourself - Qualification, experience & location (<30 seconds)

Show us one or two technical things you have created or are super passionate about outside of work or study. (2 - 4minutes)

Send your video directly to [email protected]

Any applications submitted without a video or submitted directly to Seek will not be considered.

About Robotic Systems

We are a product design agency providing rapid design and manufacture of AI enabled industrial technology products.

We believe that the most important technological advancements will be hardware-based. Your role is to be part of our teams of technical specialists that deliver over nine hardware products each year. Our technical specialisations:

⇰ Electronics Design

⇰ Software development for firmware and artificial intelligence systems

⇰ Industrial design

⇰ Specialised low volume high value manufacturing

Company video overview: https://vimeo.com/493504407