Machine Learning Engineer - All Levels

Halter Marine

Auckland, New Zealand
On-site
Deep neural network modeling experience
Python fluency for complex codebases
End-to-end ml pipeline development
Halter Marine is seeking Machine Learning Engineers at all levels to join their team in Auckland, New Zealand, focusing on developing advanced predictive systems to optimize agricultural operations. The company promotes a high-performance culture and values autonomy, innovation, and collaboration to create meaningful change in the farming industry

Job Summary

  • Halter is on a mission to enable farmers and graziers to run the most productive and sustainable operations using advanced technology.
  • You will own the end-to-end development of machine learning pipelines, from architectural design and dataset construction to deployment and monitoring.
  • The role requires a high-output generalist who can work autonomously across infrastructure, databases, simulation, and ML development while embracing uncertainty.

Matching Summary

Match Score: 85

Halter Marine is seeking Machine Learning Engineers at all levels to join their team in Auckland, New Zealand, focusing on developing advanced predictive systems to optimize agricultural operations. The company promotes a high-performance culture and values autonomy, innovation, and collaboration to create meaningful change in the farming industry.

Skills & Requirements

Must-have

  • Deep neural network modeling experience
  • Python fluency for complex codebases
  • End-to-end ML pipeline development
  • Production deployment and monitoring skills
  • Causal reasoning for real-world dynamics

Nice-to-have

  • Experience with Transformers or SSM architectures
  • Background in agent-based systems
  • Familiarity with recommendation systems
  • Proactive innovation in AI tooling
  • Curiosity about pasture-based farming

Key Requirements

  • Research oriented postgraduate degree in mathematics or computer science
  • Strong causal reasoning capabilities
  • Fluency in Python and collaborative coding

Work Rights

Not specified

Tailored Resume

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