Machine Learning Engineer
Share
Job Location:
Auckland - New Zealand
Monthly Salary:
Not Disclosed
Posted on:
30+ days ago
Vacancies:
1 Vacancy
Job Summary
About the Role
Halters Pasture team is dedicated to helping farmers better manage their most valuable resourcepasturefor greater productivity profit and sustainability. To provide the highest quality insights to farmers were building upon the bleeding edge of scientific advancements with unmatched access to rich novel data to develop a cutting edge agricultural modelling system.
Youll play a pivotal role on the machine learning team within Pasture building advanced models of pasture growth and land properties that power intelligent farmer-facing tools. Applications could range from remote sensing of pasture biomass pasture quality estimation from photo and drone imagery to grazing interval simulation for advanced recommendations.
You will be owning end to end development of machine learning pipelines advanced contemporary modelling to deployment and monitoring. You will work with great team-mates in engineering product and design to achieve outsized results.
The impact of our work is profound and we take that responsibility seriously. As a member of the Pasture team youll share our passion for technology and our commitment to optimizing the management of agricultural land.
You will be responsible for:
- Modeling from biological processes to farm operations: You will drive development of predictive systems to solve real-world challenges faced by farmers.
- Research from technical to agriculture: you will be required to conduct extensive literature reviews and stay ahead of the curve with respect to both machine-learning systems and pasture science.
- Model development: design dataset construction training and optimization: Rarely do we utilize a model off the shelf. You will own the architectural design and all phases of model development.
- Supporting your work in production: Halter engineers demonstrate a high level of ownership. We support what we build and we learn from our systems behavior in the field.
- Proactive innovation: As a member of the data discipline it is expected that you will exercise a high degree of creativity to proactively deliver innovative ideas.
Who are we looking for
- You are a high-output generalist: You will be required to work with autonomy across infrastructure databases simulation and ML development. You will be restless with respect to advancing your own impact across the stack leveraging AI companion tools and agents.
- You are a machine learning expert: You will be joining a highly capable team of technologists with deep experience in machine learning and complex systems. You will be required to provide extra strength in machine-learning theory and its application to maximizing pasture efficiency.
- You have experience delivering highly complex predictive systems at the bleeding edge of research. Experience translating academic research into practical applications that add value to the world. You may be required to work on a range of problem-sets from multi modal time-series modelling to simulation systems.
- You are deeply curious and willing to become an expert in pasture-based farming.
- Our farmers expect us to know farming as well as they do understand why they do what they do and identify where they can do it better. Curiosity beyond technology and into the agricultural domain will be a strong motivation for you.
- You are a product-minded strategic thinker: Halter is in the enviable position of possessing an immense depth of farm-data. You will be adept at mapping opportunities across our data-lake to systems that add positive value to farmers and ranchers.
- You embrace uncertainty and ambiguity. Uncertainty is intrinsic in the ambition of our team and company. We take big calculated strides and we embrace the challenge to do so.
- You are a highly effective collaborator and incredible teammate.
More concretely:
- You have a deep academic and/or professional background applying machine learning to solve real-world problems (e.g. a research oriented postgraduate degree in mathematics or computer science with relevance to modelling with deep neural networks)
- Demonstrated experience designing deploying and monitoring machine learning systems to production
- Strong causal reasoning and an ability to design models that reflect real-world dynamics
- Strong data intuition and ability to work with noisy high volume high-dimensional datasets
- Fluency in Python and experience contributing to or working on complex collaborative codebases
- Proficiency in contemporary AI companions and tooling for software and engineering productivity (e.g. Copilot ChatGPT Cursor)
- Excellent communication skills and a collaborative working style across disciplines
- Some experience in advanced ML architectures (Transformers or SSM) agent-based systems or recommendation systems is a plus but not required.
Why our team loves working at Halter
- Dedicate yourself to solving real-world problems alongside an epic team in a culture designed around growth.
- A genuine and shared connection to our mission to make a difference in the world.
- The pride of joining an iconic New Zealand technology company. The excitement risk and reward of a high-growth technology scale-up on the global stage.
- Our ideas are truly valued we are able to move fast and our impact is real.
- State-of-the-art dog-friendly office thats been thoughtfully designed right in the heart of Auckland city. Did we mention dogs and cows
- Healthy body healthy mind. Were partnered with Southern Cross Health Insurance to support your well-being.
- We offer 6 months of fully paid parental leave for primary caregivers 4 weeks of fully paid secondary caregiver leave and many other parental benefits that support you and your family.
- Our personal growth is important. Halter offers an annual $1000 self-development budget to be used for anything that fuels personal growth.
- Our time to recharge is valued were offered wellness leave and unlimited paid annual leave.
- We offer an inclusive and attractive remuneration package made up of salary benefits and an employee stock ownership plan.
- Delicious snacks and drinks are available for your daily flow.
Our Office First Approach
Theres a reason you visit your friends in person live with your family and dont do dinners over Zoom. Humans are wired for connection. We believe a world-class in-person office culture is the best way for high-performing teams.
Being office first is a core pillar of our culture. We believe in-person connections are key to driving your own growth learning impact and building genuine long-lasting relationships. Strong relationships make it easier to disagree give feedback and do meaningful and aligned work. We dont like having heaps of rules or policies but this means having strong trusted relationships is critical.
Were office first not office only. This means working from the office everyday is our default setting but we flex when we need to. We have a high-trust culture so everyone is trusted to do whats best for Halter.
Our office vibe is something special its hard to describe until youre here but people at Halter who have come from fully remote or hybrid companies say they could never go back - the high energy and spectacular people they are now surrounded by everyday makes work so enjoyable. Your growth your learning and your impact is truly unlimited here and a big part of that comes from being together solving problems innovating building context and constantly learning from each other.
About Halter
At Halter were on a mission to enable farmers and graziers to run the most productive and sustainable operations. Our customers are using Halter to break free from the time-intensive constraints of conventional practices. Imagine watching 500 cattle stand up and walk calmly towards their next break No quad bikes no dogs no fences. Just a group of cattle walking at their own pace. People say it looks like magic. Our customers are revolutionizing grazing with Halter. Its changing lives and transforming an industry. People join Halter to do meaningful work. By joining us youll be solving challenging problems within a talented team and a culture built for high performance. Our team out-think out-work and out-care. Were committed to delivering real change in the world - this isnt easy and in truth we love that its hard. Were backed to deliver on a mission that matters by Tier 1 investors including Bessemer Venture Partners DCVC Blackbird Promus Ventures Rocket Labs Peter Beck and Icehouse ventures.
Join our team
Halter is committed to promoting a diverse and inclusive workplace a place where we can each be ourselves and do the best work of our lives. Research shows that while men apply to jobs when they meet an average of 60% of the requirements women and under-represented groups of candidates tend to only apply when they meet every requirement. If you think you have what it takes but dont necessarily tick every requirement on this job description please still get in touch and apply to Halter. Wed love to chat to see if youll be an epic fit!
If this opportunity sounds like you please apply below by sending through your cover letter explaining why youre excited about this role and working at Halter along with your CV and well be in touch!
Please also feel free to check out the careers page for more information on working at Halter and dont forget to follow us on LinkedIn & Instagram.
We may use artificial intelligence (AI) tools to support parts of the hiring process such as reviewing applications analyzing resumes or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed please contact us.
Key Skills
- Industrial Maintenance
- Machining
- Mechanical Knowledge
- CNC
- Precision Measuring Instruments
- Schematics
- Maintenance
- Hydraulics
- Plastics Injection Molding
- Programmable Logic Controllers
- Manufacturing
- Troubleshooting
About Company
Manage your pasture, virtually fence and shift your cows, monitor their health and detect heats. All through solar-powered collars and an easy-to-use app. Trusted by over 1000+ farmers.
