Senior Machine Learning Engineer, Vision and Perception

1 month ago

Singapur, Singapore Datature Full time

Job Opportunity

We are seeking a highly skilled Senior Machine Learning Engineer, Vision and Perception to join our team at Datature. As a key member of our technology-first team, you will play a crucial role in developing and expanding our neural network offerings, cutting-edge features, and model observability functions for our users.

The Scope

You will be responsible for researching, implementing, and deploying computer vision and deep-learning algorithms, as well as contributing to the design and implementation of state-of-the-art perception and vision algorithms. Your expertise will be essential in scouting and prototyping 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.

Requirements

  • 4-7 years of experience researching, implementing, and deploying computer vision and deep-learning algorithms
  • Contribute to research, design, and implementation of state-of-the-art perception and 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. You have a passion for data, machine learning, and user experience, and 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 Thrive

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. You will have the largest impact on how users in both present and future interact with the sheer amount of complexity. We are a quirky group of engineers, serious about shaping the future of machine learning adoption.

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