
Abyss Solutions delivers autonomous inspection technology that turns large volumes of visual data into actionable maintenance and integrity insights for critical infrastructure. They combine autonomous robotics, computer vision, AI/ML, 3D reconstruction, and data analytics in a cloud-based, subscription SaaS platform (including products like Abyss Fabric and Lantern Eye) to automate inspection capture and defect quantification. The platform integrates inspection workflows and supports enterprise asset owners in energy, marine, and infrastructure sectors, enabling targeted maintenance planning and risk reduction. Abyss positions its solutions for large-scale, regulated assets such as oil and gas facilities, dams, and aqueducts to improve safety, lower CO2 emissions, and optimize operational performance.

Abyss Solutions delivers autonomous inspection technology that turns large volumes of visual data into actionable maintenance and integrity insights for critical infrastructure. They combine autonomous robotics, computer vision, AI/ML, 3D reconstruction, and data analytics in a cloud-based, subscription SaaS platform (including products like Abyss Fabric and Lantern Eye) to automate inspection capture and defect quantification. The platform integrates inspection workflows and supports enterprise asset owners in energy, marine, and infrastructure sectors, enabling targeted maintenance planning and risk reduction. Abyss positions its solutions for large-scale, regulated assets such as oil and gas facilities, dams, and aqueducts to improve safety, lower CO2 emissions, and optimize operational performance.
About Abyss Solutions
Abyss Solutions is a global technology company redefining how critical infrastructure is inspected. Founded in 2014 by scientists and engineers from the University of Sydney, we combine machine learning, computer vision, and robotics to deliver AI-powered inspection solutions across energy, marine, and industrial sectors.
With teams across Australia, the United States, the UK, Pakistan, and the UAE, our technology helps customers reduce risk, improve safety, and extend the life of essential assets. Our corrosion detection capability alone underpins the majority of company revenue, making machine learning central to everything we do.
Who we are looking for
We are looking for a Senior Machine Learning Engineer with strong computer vision experience who wants to work on hard, real-world problems that directly impact revenue and customer safety.
This is not a research-only role. You will take loosely defined business problems, turn them into robust ML solutions, and drive them all the way through to production and commercial use. You will work in a small, experienced ML team with a high bar for ownership, pragmatism, and delivery.
You Have
Must haves
Nice to haves
You Will
What success looks like
In the first 90 days, you will
By 12 months, you will
The team
You will report to Eric Ferguson, the first ML hire at Abyss Solutions and current Head of Engineering. Eric built the ML team from the ground up and values engineers who think commercially as well as technically.
You will work closely with:
What We Offer
Competitive salary package commensurate with experience
Professional development opportunities
Flexible working arrangements