Data Operations Lead

Halter Marine

Auckland, New Zealand
On-site
End-to-end data/annotation operation ownership
Translating ml needs into operational specs
Building scalable qa processes and systems
Halter Marine is seeking a Data Operations Lead in Auckland, New Zealand, to manage the full lifecycle of ground truth datasets for machine learning applications aimed at revolutionizing farming practices. The ideal candidate will possess strong operational leadership skills and a service mindset to collaborate effectively with cross-functional teams

Job Summary

  • This role is responsible for building the machine that owns the full lifecycle of ground truth datasets from collection to model-ready delivery.
  • The company is backed by Tier 1 investors including Founders Fund and Bessemer Venture Partners to revolutionize grazing operations.
  • Halter operates an office-first culture where high-trust relationships and in-person collaboration are core pillars for success.

Matching Summary

Match Score: 85

Halter Marine is seeking a Data Operations Lead in Auckland, New Zealand, to manage the full lifecycle of ground truth datasets for machine learning applications aimed at revolutionizing farming practices. The ideal candidate will possess strong operational leadership skills and a service mindset to collaborate effectively with cross-functional teams.

Skills & Requirements

Must-have

  • End-to-end data/annotation operation ownership
  • Translating ML needs into operational specs
  • Building scalable QA processes and systems
  • Managing third-party workforce and vendors
  • Defining label schemas and acceptance criteria

Nice-to-have

  • Experience with CVAT or Label Studio tools
  • Exposure to computer vision or sensor data
  • Background in safety-critical regulated environments
  • Familiarity with dataset versioning practices

Key Requirements

  • Demonstrated ownership of data/annotation operations end-to-end
  • Capability to move with urgency in a fast-paced environment
  • Strong service mindset for cross-functional team success

Work Rights

Not specified

Tailored Resume

Cover Letter