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Work Location : Fortescue's Perth office is located on the traditional lands of the Whadjuk people of the Noongar nation.
Roster : Monday to Friday
Fortescue is transforming its business through Artificial Intelligence, bringing our unique culture of innovation and leading through doing to transform our asset and employee productivity. The key mission of this role will be to develop and deliver AI solutions & systems that enhance the capability and coordination of one of the largest vertically integrated mine, rail, and port operations in the world. The right candidate will bring a strong curiosity and technical perspective to these challenges, including experience in data science and AI algorithm & system design, along with a drive for delivering outcomes and working software in cross-functional teams.
Key Responsibilities
* Design, develop, and implement AI computer vision algorithms to improve productivity across mine, rail, and port operations.
* Engage and collaborate with internal stakeholders to shape requirements.
* Collect, annotate, and preprocess large datasets of images or videos for training and testing models, including data augmentation and normalization.
* Develop test plans to evaluate system performance and ensure models generalize to real-world data.
* Monitor deployed models' performance continuously and maintain development backlogs for re-training and improvements, collaborating with cross-functional teams to prioritize tasks.
* Deploy models to production environments, involving containerization and integration with cameras, lidar, and PLCs.
* Stay updated with developments in AI & ML and identify opportunities to incorporate new techniques and technologies into system designs.
Qualifications and Experience
* An advanced degree in computer science, mathematics, statistics, engineering, or other quantitative scientific disciplines.
* 1-3 years of experience in data science and AI solution & system development, preferably in mining and heavy industrial applications.
* Strong understanding of statistics, machine learning, causal inference, and experimental design.
* Proficiency in data science technologies, including Python, git, TensorFlow, PyTorch, or OpenCV.
* Experience with industrial communication protocols such as MQTT, Modbus, and OPC is highly regarded.
* Exceptional analytical and problem-solving skills.
* Experience with SQL and AWS platforms such as S3, EC2, and Sagemaker.
* Experience deploying models to production using Docker and Kubernetes is regarded.
* Candidates with a portfolio of impressive prior work are highly regarded.
About Us
Be part of something big. Fortescue is leading the world with our plan to decarbonize iron ore operations, harness renewable energy, and develop transformative technology.
Our Commitment
Fortescue values individual strengths and encourages team members to bring their whole selves to work. We promote an inclusive culture within our organization and communities, welcoming diverse backgrounds including First Nations Peoples, people with disabilities, LGBTQ+ community, gender, neurodiverse, cultural diversity, all age groups, and intersectional identities. We encourage candidates from all backgrounds to apply.
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