Senior Machine Learning Engineer, Vision and Perception
Datature
Software Engineering
Posted 6+ months ago
🇸🇬
Senior Machine Learning Engineer, Vision and Perception
The Scope
You will be expanding our neural network offerings, cutting-edge features, and model observability functions for our users. In addition, you will be working on Datature’s Insights and MLOps offering to help users build better, fairer, models.
In addition, you will scout and prototype state-of-the-art vision algorithms and methods to provide our users and the team with potentially disruptive technologies that can be integrated into the Datature platform to improve user value.
Ideally, you enjoy research, prototyping, and sharing new ideas based on real-user feedback and problems to work on a roadmap of ambitious features that we ship to our users in our quarterly platform updates.
Requirements
4-7 years of experience researching, implementing, and deploying computer vision / deep-learning algorithms
Contribute to research, design, and implementation of state-of-the-art perception / vision algorithms, taking ideas from paper to implementation, to integration
Experience with stacks that include PyTorch, JAX, TensorFlow, OpenCV, FFMPEG
Experience with GCP / AWS Compute Instances
Experience designing, training, and analyzing neural networks for object detection, semantic/instance segmentation, visual classification, motion/gesture recognition, multitask learning, motion prediction, and multi-object tracking
Experience and passion in Deep-Learning Algorithms, serving APIs leveraging CUDA, Multi-GPUs, and ML Development workflows
Experience with computer vision research, prototypical notebooks for testing ideas, and implementing the latest research ideas swiftly
Experience with Robotics and Control Systems is a Plus
About You
You are a machine learning enthusiast who follows state-of-the-art computer vision publications and repositories. Ideally, you write clean, but performant, prototypical Jupyter Notebooks for our users to understand various computer vision methods.
Above all, you are passionate about data, machine learning, and user experience. You understand the tradeoffs with each line of code and have an idea of what the various priorities are with each project.
Why You'll Love Us 🎈
We are a technology-first team dedicated to developing the most intuitive and performant platform to shape the way users think about building machine learning capabilities. We are a quirky group of engineers, serious about shaping the future of machine learning adoption.
You will have the largest impact on how users in both present and future interact with the sheer amount of complexity
Join us and solve tough problems - there's so much left to build.