As a Senior Machine Learning Engineer, you will be applying quantitative analysis, machine learning and other statistical methods to understand and improve our products that help optimize our clients' construction projects. In collaboration with our vision and robotics teams, you will actively contribute to key company projects in 3D deep learning, 3D classification and semantic segmentation.
Your responsibilities:
- Collaborate with cross-functional teams to analyze and improve our users' experience.
- Apply machine learning, computer vision, and deep learning algorithms to extract insights from our data set
- Develop and maintain ML data pipelines and continuously improve internal ML models with insights from latest published research and state of the art.
- Implement prototypes to demonstrate potential value and validate ideas
- Communicate the insights and help develop the product, with the rest of R&D and product teams
You Must Have
- Masters/Ph.D in Computer Science, Mathematics, Applied Statistics, Physics or related fields
- Industry experience working with complex ML and Data pipelines
- Industry experience working and maintaining Large Datasets
- Strong fundamentals in the following: Deep Learning, Machine Learning and Computer Vision,
- Strong software development skills (C++, Python)
- Experience with commonly used software libraries for ML: Tensorflow, Keras, etc
Nice to Have
- Familiarity with building and deploying data pipelines and services in AWS
- Background in Deep Learning (especially working with 3D data) and 3D Vision.
- Experience with Graph Neural Networks
- Advanced knowledge in Computer Vision, Non linear Optimization, Bayesian Statistics
- Publication in top tier conferences NIPS, ICML, ICRL, CVPR, ICCV, ECCV etc
Perks
- Possibility to work with top people with experience in machine learning, computer science, robotics, computational design and fabrication, engineering, startups (obviously) and other cool stuff.
- Competitive salary
- Flexible hours and remote working possibilities
- Modern stylish office in Poble Nou with fully stocked kitchens.
- A great and international work environment.
- Team-building activities
Scaled Robotics in the last year:
- Member of NVIDIA Inception program
- Winner of TechCrunch Startup Battlefield (Berlin 2019)
- Voted as one of the best Robotics Startups in Europe.
- Featured on multiple prominent media outlets including TechCrunch, Forbes, Robotics and Automation News
- Added some of the world's largest construction companies as clients