Senior ML Engineer - Predictive Agro Systems

Alt; Auckland; On-site; NZD 120,000 - 190,000; Full time

Benefits offered by this job

Personal growth fund

Job summary

Halter is building a cutting-edge predictive farming platform. You will join a high-output ML team to develop models for pasture growth, animal state, and land properties, with end-to-end ownership from data collection to deployment.

You’ll work with engineers, product, and design to deliver impactful insights for farmers, embracing uncertainty and delivering real-world value through advanced ML techniques.

Qualifications

• Deep academic and/or professional background applying ML to solve real-world problems.
• Strong ability to design, deploy and monitor ML systems in production.

Responsibilities

• Own end-to-end development of ML pipelines and models from idea to deployment.
• Conduct literature reviews and stay ahead of ML and pasture science developments.
• Design, dataset construction, training and optimization of models; not relying on off-the-shelf solutions.
• Provide production support and monitor system behavior to improve performance.
• Proactively generate innovative ideas and improvements for the data discipline.

Skills

ML theory

Python

Production ML

Data intuition

Communication

Education

Advanced degree in ML/CS

Tools

Copilot

ChatGPT

Cursor

Claude-code

Job description

Halter is building a cutting-edge predictive farming platform. You will join a high-output ML team to develop models for pasture growth, animal state, and land properties, with end-to-end ownership from data collection to deployment.

You’ll work with engineers, product, and design to deliver impactful insights for farmers, embracing uncertainty and delivering real-world value through advanced ML techniques.