Senior Machine Learning Engineer
HalterVirtual Fencing company
AucklandSenior
Bessemer Venture Partners
Founders Fund
Blackbird Ventures
Data & AI
About the role
TL;DR
Develop advanced machine learning models for agricultural optimization.
- •Halter's Predictive Systems group develops advanced models to provide farmers with accurate insights for optimizing operations.
- •You will build cutting-edge agricultural models using novel data and scientific advancements, focusing on areas like pasture growth, animal health, and grazing simulations.
- •Key Responsibilities Drive development of predictive systems for biological processes and farm operations.
- •Conduct research and stay ahead of machine-learning and pasture science advancements.
- •Own end-to-end model development, from dataset construction to optimization.
- •Support deployed models in production and learn from system behavior.
- •Proactively deliver innovative ideas using creativity and AI companion tools.
- •Requirements Deep academic/professional background in applying ML to real-world problems.
- •Demonstrated experience designing, deploying, and monitoring ML systems in production.
- •Strong data intuition and ability to work with high-volume, high-dimensional datasets.
- •Fluency in Python and proficiency with AI companion tools.
- •Excellent communication and collaboration skills.
Required skills
PythonTensorFlowPyTorchscikit-learnComputer VisionNLPLLMsMLflowKubeflowSageMakerVertex AIGitDockerKubernetesCI/CD
Nice-to-have skills
LangChainHugging FaceOpenAI APIAnthropic APIGemini API
Domain expertise
aicleantechclimatetech
Tech stack
PythonTensorFlowPyTorchscikit-learnKerasOpenAI APIAnthropic APIGemini APILangChainHugging FaceComputer VisionNLPLLMsMLflowKubeflowSageMakerVertex AIONNXJAXGitLinuxDockerKubernetesCI/CDGitHub ActionsJenkinsArgoCDHelmGitLab CICircleCI