Job description
We’re a dedicated Team, passionate about creating Artificial Intelligence, focused on Computer Vision, Machine Learning, Drone and Smart Device Generated Data.
We focus on a problem: AI requires data that is labeled and trained accurately, but every Organization has different AI requirements. Therefore, we enable our Users to become individual AI creators for their specific Organizations.
We’ve created the Qii.AI platform to label, train, manage, and leverage Visual and Thermal Data. Qii.AI is a vertically focused platform to support visual asset inspections across Energy sectors.
We are looking for computer vision and deep learning scientists to develop new cloud-based applications for Qii.AI.
1. Job Title: Computer Vision / Deep Learning Scientist / Machine Learning Engineer
2. Job summary
· Job type: Scientist or Engineer
· Seniority Level: Mid-Senior level
· Employment type: Full-time
Qii.Ai’s R&D team is seeking experienced computer vision and deep learning scientists who are creative, flexible and eager to solve various computer vision problems.
3. Responsibilities
· Develop cutting-edge deep learning-based computer vision technology with a focus on instance detection, classification, interactive instance segmentation, multi-modal alignment and localization
· Develop various cloud-based deep learning pipelines including few-shot learning, continuous learning and active learning as well as conventional supervised or unsupervised learning
· Improve photogrammetric mapping qualities such as 3D point cloud and mesh model
· Apply machine learning technology to various computer vision tasks with a focus on point-to-point registration, multi-temporal change detection, anomaly detection
· Improve efficiency, scalability, and stability of various deployed computer vision modules
· Perform proper experiments to quantify and validate developed computer vision products
· Analyze and optimize computer vision algorithm performance
· Provide a full support for urgent technical issues
· Prepare technical documentation
4. Minimum Qualifications
· Strong background in computer vision and machine learning or related field
· 3+ years experience of programming skills with C/C++ and/or Python
· Preferably experiences with OpenCV, PCL (Point Cloud Library), or similar open sources
· Experience with machine learning platform packages such as TensorFlow, PyTorch, Keras, Caffe, etc.
· Good communication (presentation) skills to smoothly collaborate with team members
5. Preferred skills
· MS/Ph.D degree in Computer Vision, Machine Learning or related field
· 5+ years experience of programming skills with C/C++, C#, and Python
· Understanding of photogrammetry, applied mathematics, and numerical optimization
· Experience training deep CNNs
· Experience on tuning machine learning architectures to be deployed in practical systems
· Publication records in prestigious computer vision and machine learning conferences and/or journals
6. Applications
· Resume
· Best examples you developed (publication, video, software, etc.)
· Send email to [email protected] to apply
