Do you want to create positive change in the largest industry on our planet? Some of the most exciting, and often overlooked, opportunities to tackle our biggest environmental challenges lie in changing the way we build!
At Modulize, we believe that the key to sustainable construction lies within offsite construction, and it is our mission to build world class solutions that make more modern ways of building a no brainer! To achieve this, we are developing AI based tools to simplify design, planning and procurement in building projects looking to maximise the benefit of offsite construction!
In this role, you will be working with our team of Full Stack, Data, and Machine Learning Engineers, to build a leading edge product that will challenge how we think about the possibilities in construction.
Our industry is at an inflection point and the opportunities to push the largest industry on the globe into the digital age are tremendous. We want to dare you to think big, take ownership of challenges alongside your team and and take your intellectual curiosity out into the complex world of construction.
Lead the research and implementation of automation features
Work with analysis of 2D floor plans, extract floor plan elements such as walls, doors as well as rooms and use suggestive AI methods to speed up the workflow of the user
Build an end-to-end pipeline that prepares data, trains models and applies the models in automation features
Translate findings in a quantitative and qualitative way to the stakeholders (technical and non-technical) and provide an analysis in case of pitfalls
Have customer requirements at the forefront while crafting solutions to optimize for speed of inference and usability of results
PhD in Computer Vision, Machine Learning, Signal Processing or other related field
Minimum of 5 years of relevant experience in the field
Deep understanding of all steps in data mining, researching and implementing a machine learning model (deep or classical methods) to drive business goals and deploying to a pipeline using existing deep frameworks such as AWS Sagemaker
Deep understanding of image processing
Solid experience in Python
Experience in Pytorch and/or TensorFlow, openCV, TorchVision, Tensorboard or similar etc.
Excellent communication skills, structured and solution-oriented
A self-driven team player with a passion for technology
Ability to set clear time-bound milestones and deliver progress on these milestones in a measurable way
At Modulize we want to build a bold, open, and empathetic environment, where everyone can thrive and get real joy out of doing their best work. You will get:
A competitive salary
Equity in the company
A central office in one of the best cities in the world
Laptop & equipment
Social activities with the team
And most importantly, we work hard for everyone in our team to grow alongside the company!
This job comes with several perks and benefits
Time is precious. Make it count. Morning person or night owl, this job is for you.
Get your caffeine fix to get you started and keep you going.
Social gatherings and games; hang out with your colleagues.
Easy access and treehugger friendly workplace.
Want to be a partner? Look no further.
Your local office is your anchor point, thus, we placed it centrally at your convenience.