Netpace Inc ยท 7 years ago
Staff Computer Vision Engineer (657689)
Santa Clara, CA
Full-time
Onsite
Senior Level, Lead/Staff
3+ years expNetpace Inc is seeking a Staff Computer Vision Engineer to develop cutting-edge computer vision and machine learning solutions. The role involves creating real-time software systems for video data analysis and implementing software modules for large architectures.
AnalyticsArtificial Intelligence (AI)ConsultingEnterprise ApplicationsInformation TechnologyMachine Learning
Responsibilities
Responsible for developing computer vision and machine learning solutions and for people monitoring (face detection, 3D pose estimation, object tracking, facial expression recognition, motion estimation, and activity recognition) and understanding of context (internal and external conditions, peoples activities, etc.) in video data
Using one or more cameras, create software and system that runs- in real time using multiple GPUs both in a simulated lab environment and in real-life application platforms
Developing and implementing software modules for a large software architecture
Developing simulation software in Oktal and SCANeR
Qualification
Required
PhD or MS in Computer Science, Electrical Engineering or a related field
At least two-year experience in computer vision
Essential hands-on experience in developing projects involving deep learning models
Projects involving state-of-the-art models including ResNet, Yolo.v2, VGG, etc. object detectors
Projects using CNNs, LSTMs, etc
Very strong implementation skills using TensorFlow Library (Keras, Caffe, Theano, PyTorch, MxNet, etc. is also acceptable)
Very strong implementation skills in C++, 3+ years of experience
Very strong implementation skills in OpenCV
Relevant publications at computer vision venues
Solid understanding and extensive experience with object detection and object recognition
Experience with supervised learning and classification algorithms
Well versed in the state-of-the-art in real time 2D and 3D data processing
Experience in technologies for autonomous vehicles and relevant technologies for human-machine interaction (HMI)
Experience in working with data from RGB cameras, IR cameras, depth cameras
Experience operating on large data sets (database experience a plus)
Experience with data collection, data labeling, feature design, training, cross-validation, feature down-selection, performance evaluations
Experience in code optimization and core reviewing
Strong attention to details
Highly motivated and able to work as a team player
Highly motivated, innovative and enthusiastic
Good oral and written communication, interpersonal skills and fluency in English
Ability to meet deadlines and commitments in a fast paced environment
Company
Netpace Inc
Netpace is a Data-Driven company excelling in AI, IT Consulting and Staffing Solutions.
51-200 employees
H1B Sponsorship
Netpace Inc has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2022 (1)
2020 (2)
Funding
Current Stage
Growth StageCompany data provided by crunchbase