Computer Vision Engineer - MLOps

Our Mission:

At Sunrise Robotics, we are dedicated to augmenting humanity through intelligent robotics. Our mission is to elevate the world of manufacturing by introducing intelligent, flexible robots that enhance human capabilities and existing machinery, ushering in the next era of production at higher quality, with less waste, and lower cost.

Our Vision:

We see a future where every element of manufacturing, from design to assembly, is optimised with intelligent automation. Our vision is to integrate flexible robotic solutions, based on generic hardware and advanced software/AI capabilities, into manufacturing, particularly in small and medium-sized enterprises, to make automation economically viable and accessible, for all sizes of manufacturers. We are not just building robots; we are creating the strategically crucial components for autonomous, intelligent agents of the future.

The Role:

As a Computer Vision Engineer you are presented with a unique and exhilarating challenge: You will be building flexible, scalable and maintainable deep learning pipelines. You will be working on 2D image-classification, object-detection, semantic & instance segmentation, metric learning, smart filtering and many more while researching the latest applicable SOTA methods.

What You'll Do:

• Develop 2D/3D imaging based solutions to recognize objects, anomalies or certain events.

• Contribute to the design and development of in-house MLOps.

• Implement end-to-end CV / ML applications and deploy them to production which will be running 24/7.

• Apply SOTA methods to create the next generation of robotics with an international multidisciplinary team.

Who You Are:

• A very skilled and experienced computer vision or machine learning engineer who has a professional background in 2D/3D Computer Vision and 2D/3D Deep Learning.

• A professional software engineer who has implemented solutions for production grade systems for 3+ years.

• You have extensive experience with Python and are familiar with other programming languages, such as C++.

• You have experience with deep learning frameworks such as PyTorch and Tensorflow, computer vision frameworks such as OpenCV, Numpy, Pandas and others.

• You have in-depth knowledge of model optimization, model conversion, model deployment and are familiar with edge device compute.

• You have experience with MLOps, experiment tracking, data versioning and model serving on platforms such as MLFlow, W&B, CometML, ClearML, etc.

• You have experience with imaging hardware, such as industrial cameras, 3D cameras and stereo systems.

• You have a product oriented mentality.

• You have the ability to break down complex problems into small sub problems and build efficient hierarchical solutions.

• You have the capacity to work with multidisciplinary and international teams and are an excellent communicator who can articulate complex architecture and solution design concepts in a clear, compelling manner.

• You are passionate about robotics, automation, and the transformative potential of intelligent systems.

Good to Have:

• You have experience with synthetic data generation, domain transfer and an ability to design smart and optimized data collection strategies.

• Experience with ROS, Docker, Kubernetes, AWS / GCE.

• Experience with NVIDIA edge devices, deployment and robotics stack.

• Experience with Multi Domain models and contrastive learning.

Why Sunrise Robotics?

• Play a pivotal role in defining the future of intelligent robotics and manufacturing.

• Be part of a company that is at the forefront of technological innovation, with a clear mission and vision.

• Competitive compensation, including equity, and a flexible work environment that values innovation, learning, and excellence.