Machine Learning Software Engineer

18 hours ago


Singapore PERSOLKELLY Singapore Full time

We are seeking an engineer with a background and a passion for robotics who will architect and build a video analytics platform using Smart+, our robot intervention system. You will be instrumental in the development of Smart+, our solution for smart robots with humans in the loop. You will also pioneer our long-term strategy of assisting robotics companies with open-source modules, developed in conjunction with major ROS partners.

**Responsibilities**:

- Lead architecture design and development of a cloud-based video analytics platform by working closely with the robotics and backend team
- Explore and deploy production ready machine learning algorithms for Algorithms as a Service (AlaaS) on the cloud for indoor, near-door, and outdoor mobile robots.
- Contribute to overall architecture design and documentation.

**Requirements**:

- Bachelors (with experience) in Computer Science with a focus in machine learning or related fields.
- Proficient in Python: track record of machine learning model building, training, testing, and performance evaluation
- Good understanding of Cloud technologies like AWS
- Good knowledge of Linux platform, its configuration, and command line operations
- Track record collaborating on software projects (git)
- Good knowledge of the current state of machine learning and deep learning algorithms including deep reinforcement learning

**Additional Requirements**:

- Experience working with video/image processing
- Experience collecting robot data for training deep neural networks
- Experience in computer vision (OpenCV)
- Exposure to Docker, Jenkins, and other tools for deployment
- Experience with ROS/ROS2
- Track record of open-source contributions and/or personal software/hardware projects
- Experience with database technologies
- Experience in Tensorflow, OpenAI Gym, Caffe, Theano or other deep/reinforcement learning tools is an advantage

EA Licence No: 01C4394

Job Code: WEIT

567429



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