Senior Machine Learning Engineer - Australia
Neara
Melbourne
2 days ago
Senior Machine Learning Engineer - Australia
Neara is seeking a Senior Machine Learning Engineer to create ML models for digitizing real-world infrastructure using LIDAR, imagery, and vector data. The role involves the full ML lifecycle, mentoring junior engineers, and working in a hybrid setting based in Melbourne, Australia.
Hybrid
Full-time
Senior
Machine Learning
Deep Learning
Salary
Not specified
Core Qualifications
Technical (Must-have)
Machine LearningDeep LearningPyTorchTensorFlowJAXLiDARGISPhotogrammetryMLOps
Soft Skills
problem-solvingasynchronous workcross-functional collaborationownershipproactive approachmentoring
Key Responsibilities
- Develop approaches to generate accurate electric networks from imperfect data using deep learning and classical ML algorithms.
- Develop and optimise training pipelines to reduce toil and idea-to-evaluation time.
- Scale the serving of models for different problems with different characteristics while reducing time from first model to production.
- Improve speed of model QA and identify data and distribution drift in models.
- Work with a variety of data sources including LiDAR, aerial photography, photogrammetry & GIS, and build scalable data pipelines.
- Mentor other engineers in best practices for model training and software engineering.
Senior Machine Learning EngineerDeep LearningLiDARGISPyTorchTensorFlowHybridMelbourneAustraliaEnergy