Senior Machine Learning Engineer, SLAMcore

• We're looking for someone with a strong background in mathematics or computer science, who loves creating, deploying and refining models that work 24/7 on embedded platforms in industrial environments
• Bonus points if you have experience in robotics or computer vision
• You're passionate about machine learning and eager to join a dynamic and friendly team
• Strong mathematical or computer science background
• Experience with deep learning frameworks, e.g. Pytorch, Keras, Tensorflow
• Experience with parallel and distributed training, model distillation, etc
• Track record of successfully implementing and deploying machine learning models in production
• Knowledge of best software engineering and machine learning practices
• Good knowledge of Python
• Working knowledge of C++
• Knowledge of basic Python tools and libraries such as scikit-learn or numpy, including code vectorisation techniques
• Bachelor degree in CS, ML, Robotics or related fields

Desirable

• We’re looking for a world class Machine Learning Engineer who will support the Head of AI with deepening AI features in our product, to both strengthen the core positioning and mapping technology, and provide new features for our customers
• You'll get to play with cutting-edge technology, keep up with the latest in AI, and make a real impact in the industry
• Exercise general machine learning practices for model training and evaluation
• Design, train and maitain deep learning networks in Pytorch
• Enable deep network inference in C++ codebase
• Deploy deep networks using ONNX and TensorRT
• Maintain data labelling pipelines and identify data imbalance issues
• Implement intelligent data sampling strategies to ensure optimal accuracy of the learned algorithms, leveraging available data to the full extent
• Keep up-to-date with recent developments in deep and machine learning