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Senior Computer Vision

4 weeks ago

Auckland, New Zealand BEDC Limited Full time
Senior Computer Vision & Machine Learning Scientist

Engineering - Software (Information & Communication Technology)

BEDC is one of those amazing NZ AI companies. This year we've hit an 8 figure revenue milestone and our largest market is the US, followed by Canada, NZ, Australia, and the UK. The rocket ride involves ambitious growth plans and expect to scale from 400 people to beyond 1,000 employees in the next 24-36 months. Join our high performing team of truly talented AI scientists, engineers, and software developers.

We are seeking a Senior Computer Vision & Machine Learning Scientist.

“We’d like you to work on our market-leading, patented AI solution, which takes 2D architecture documents and is able to automatically recognize, count, measure, and specify everything needed to price and build a construction project. You're going to make international impact in significant time & environmental savings for the construction processes with cutting edge computer vision" - Ben Powles CEO.

“We'd love for you to apply if you like hands-on coding , working within small but efficient teams, and a flat structure. This is an applied role using machine learning techniques, you must be strong at creating algorithms and training models; and tackling tasks such as complex image segmentation, object recognition, feature extraction , and so forth. We're seeking someone experienced given the big scale and complex nature of our challenge. Perhaps you're already a lead level AI scientist.” - Jonathon Reid, Chairman.

Requirements

  • 5+ years of development experience in AI, image, or computer vision related use cases.
  • 3+ years of commercial experience in a senior or lead role.
  • Fluent in Python and experience with Pytorch, Tensorflow, or alternatives.
  • Experience creating novel algorithms, and using existing machine learning techniques for real business use cases, such as YOLO models, Fast R-CNN, Mask R-CNN, transformers, etc.
  • Deep technical understanding of the methodology and pros/cons of various approaches, algorithms, and deep learning methods.
  • You take pride in improving the results of your models based on real business use, and assess your work beyond your accuracy metrics and test data sets.
  • You've worked in a setting involving timelines, task breakdowns, success criteria, backlogs, and feature requirements.

Ideal candidates will also have the following:

  • Masters or above in Computer Science, Software Engineering, or similar.
  • Interest in approaches such as VAEs, MAEs, diffusion models, self-supervised learning models, etc.
  • Some experience with AWS, Docker, or similar platforms.
  • You work in Agile sprints for software-based AI companies who demo and ship releases regularly (weekly, fortnightly); as opposed to AI projects that have longer release cycles that require more R&D.
  • You enjoy just “getting it done”, and are self-sufficient to make choices on the best approach.

Benefits from us

  • Competitive salary, premium location in Auckland.
  • Healthy, friendly and stimulating work environment.
  • Team activities and social events throughout the year.

Considerations:

  • This role is based in Auckland with a hybrid work model (2 days in-office, 3 days remote).
  • Applicants must be physically located in Auckland, NZ, and hold a valid work visa for NZ.
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