Senior Mlops/ Python Backend Developer

2 days ago


Auckland City, New Zealand Hectre Group Full time

It’s very simple. We believe our people make the difference, and we are passionate about providing a place where you feel supported, challenged, significant, and valued. We believe in the benefits of building into ‘better’ - however you define it, we want to help you achieve it. As a well-funded award-winning startup, you’re an integral part of who we are and who we’ll become. You’ll grow with us. We believe you really can love what you do- Who are you?- You’re genuinely interested in people, technology, how and why things work.- You love to build things for real people. Perhaps you've had several side projects in the past.- You know how to research quickly to find if there is a better way of doing something.- You’re someone who cares about the quality of your code, ever-seeking to hone your skills, adopt new technologies, and embrace problems.- You’re committed to the collective and your personal growth.- You display a can-do attitude and a problem solving mentality.- Integrity is a non-negotiable for you.- You are confident, humble, self-aware, and responsible.- You are looking to expand your skill set. You set goals and are driven to achieve them.- You want to get your foot in the door and learn from senior developers.- You’re passionate about the world and take an interest in other areas of life, whether it be your family, fashion, or frisbee.- Who are we?- Based in New Zealand and expanded into the US and Vietnam, Hectre is a growing SaaS (Software as a Service) company that helps fruit growers produce more, quality fruit, with less environmental impact (yes, we are big on sustainability). Our mission is to empower fruit growers with the world's simplest orchard technologies.- We’re excited about building technology that our customers love to use. Our focus is to empower growers. We are passionate about making a difference in their lives.- The people- We are diverse We have runners, gamers, kitesurfers, musicians, movie buffs, auto buffs, foodies, ethnicities from all around the globe - a good, hard working team who care about their work and the difference it makes- We’re enthusiastic about what we do. We enjoy working as a team, bouncing ideas off each other. We're agile, and we're flexible. We embrace diversity but share a unified vision. We don’t shy away from having a good open discussion if we have different points of view.- Does this sound like you?- Your responsibilities?- Work in Hectre’s Spectre Team to build and maintain the Spectre ML platform, flow and Spectre backend- Build new (mostly) CI/CD and product features- Write robust and quality code in Python- Ensure the performance, quality, and responsiveness of your projects- Maintain good communication with the team- You will manage your own projects- Work closely with other members of the RnD and development team- Guide and mentor other members of the development team- Share your ideas and participate in group discussions- Assist with our customers inquiries and problems- Your skills?- You are confident to design and implement cloud solutions (AWS) and MLOps pipelines- Experience in using popular MLOps frameworks like Kubeflow, MLFlow or SageMarker’s eco tools- You have rich experiences using CI/CD, building infrastructure using Infrastructure as Code (IaC), deploying container orchestration (ECS/Kubernetes) in commercial projects- You have a strong Python programming experience using best backend pattern practices- You are not a DB admin but you have enough experience structure and unstructure DB- You are familiar with test fixture, test case, test suite with unit-test frameworks such as Pytest, Unittest- You know how to communicate with a team, how to push back, how to share your opinion and follow through on your commitments- You believe in creating robust processes to minimize downtime and rework- You are independent and take responsibility for the quality of your code- You have got passion and enthusiasm and are eager to learn new things- What You’ll Be Expected To Work Towards (with support from our team)- Deploying AWS MLOps, DevOps and AWS cloud services- Spectre backend flow and new features- Bonus Skills/Nice To Haves:
- You have good knowledge of ML frameworks such as Tensorflow, PyTorch, Keras- Python API development with Flask API, FastAPI, API gateway, Lambda function- Familiar ML models training/deployment with SSD, Mask R-CNN, Object tracking, Computer vision- Utilize services with AWS Cloud native services- You know loads about horticulture or the horticulture industry- What’s in it for you?- Ground floor opportunity with a well-funded award-winning startup (options package)- Inspiring leadership that genuinely cares- Software (AgTech/AI) industry, c’mon- Flexible work environment- A fun, supportive team culture with passionate people- Continuing development and learning opportunities- Great opportunity to accelerate your career growth- Being involved in building a valuable product th



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