Transform Perception Technology
Join a dynamic, impact-driven team where innovation powers meaningful change. We are committed to shaping the future of perception technology.
* Research and design state-of-the-art perception capabilities, taking ideas from conception into world-class field solutions.
* Work with and deploy our AI stack to edge devices.
* Collaborate with deep learning engineers to architect and develop tools that help scale up our deep learning operations.
* Stay abreast with the literature and actively involve in various R&D projects.
Requirements:
* Demonstrable experience in delivering deep-learning-based solutions to solve computer vision problems with industry-based experience between 3 – 5 years.
* Strong understanding of using convolutional neural networks and/or transformers for object classification, recognition or segmentation.
* Experience with implementing novel deep learning network architectures using existing frameworks (TensorFlow, Caffe, PyTorch or similar).
* Relevant tertiary qualifications (Bachelors/Master/PhD in Computer Science or related fields).
Preferred Qualifications:
* Publication(s) in world-leading Computer Vision/Artificial Intelligence/Machine Learning conferences/journals.
* C++ and/or Python development experience.
* In-depth understanding of the latest deep learning network architectures for computer vision and image processing.
* Experience with object detection and target tracking, simultaneous localization and mapping (SLAM), 3D reconstruction, camera calibration, behavior analysis, large multi-modal models, automated video surveillance and related fields.
* Experience deploying deep learning models in an embedded production context, including experience of structured and unstructured pruning, network quantization and performance tuning.
* Experience in maintaining and/or setting up MLOps systems and services.
* Experience in mentoring junior engineers/researchers in the related fields.
Benefits:
* Salary within range + Bonus + Benefits + Equity.
* Temporary employee positions: Hourly within range + temporary benefits package (applicable after 60 days of employment).
Equal Opportunity Workplace:
We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, marital status, disability, gender identity or Veteran status. If you have a disability or special need that requires accommodation, please let us know.