Job Description

DevOps / V&V; Software Engineer (Computer Vision)

n

Sydney CBD | Full time

n

There's a class of machine intelligence that never gets talked about.

n

It understands reality - in motion, in real-time, in environments where failure isn't an option.

n

Our client is a small, well-funded team is building exactly that.

n

They're looking for a DevOps / Software Engineer who understands that testing machine learning systems isn't just about pipelines — it's about truth, accuracy, and trust at scale.

n

What you'll be doing

n

n
- Designing and evolving testing and validation environments for complex vision systems
n
- Building pipelines that go beyond CI/CD, thinking in terms of data quality, drift, and model behaviour
n
- Working with engineers and researchers to stress-test models against reality
n
- Tracking subtle shifts in performance, accuracy, latency, consistency, and understanding why they change
n
- Bringing structure to systems that are constantly evolving
n

n

This is not generic DevOps.

n





You'll be operating at the intersection of infrastructure, data, and perception.

n

What they're looking for

n

n
- Strong DevOps foundation (automation, CI/CD, containerisation, testing frameworks)
n
- Experience working with ML / data / vision systems, or curiosity to go deep
n
- Someone who notices small anomalies and asks hard questions
n
- Comfort working in fast-moving, research-heavy environments
n
- A mindset that leans toward systems thinking over tooling
n

n

Why this role is different

n

n
- You're not supporting software teams; you're shaping how intelligence is validated
n
- The systems you'll work on interact with the real world, not just users
n
- The problems don't have clean documentation - only signals, outputs, and edge cases
n

n

If you're the kind of engineer who wants to understand how machines actually perceive the world, not just deploy models, this is worth a conversation.

#J-18808-Ljbffr

📌 DevOps Engineer / V&V Software Engineer (New South Wales)
🏢 provenio people
📍 New South Wales