BriefCase
BriefCase

Senior Computer Vision Experts Job in Netstratum

Senior Computer Vision Experts

Netstratum 4+ weeks ago
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Job Summary Responsibilities
  • Developing algorithms to process and prepare raw videos/images, performing object detection and tracking in videos and other CV tasks.
  • Performing exploratory data analysis of image data to extract useable patterns
  • Working closely with the transport operators and network maintainers to develop algorithms for that utilise imaging/video data
  • Working with our software engineers and data scientists on the team to rapidly build, test and deploy robust algorithms and data analytic solutions.
Technical expertise: variousCV tools, ML-AI and DL models/ algorithms, Python, C,C++, Data Analytics and Visualisation, Cloud computing, Project Management and Testing methodologies Skills and experience desired: Essential
  • At least 5+ years of experience with computer vision technologies - 3 of which can be in research and development experience in academia and 2+ in the industry.
  • Experience in data analysis, cleansing, wrangling, aggregation and visualisation with Python and computer vision libraries such as OpenCV and numpy (3-5 years)
  • Deep Learning implementation expertise (MxNet, TensorFlow, PyTorch etc) (2+ years)
  • Experience with Object Subtraction, Neural Networks, People Detection and Tracking is helpful.
  • Experience working with large datasets and video files
  • Understanding how to perform exploratory data analysis without losing focus or getting lost in detail / vast amounts of data
  • Built and deployed data analytics and predictive solutions on the cloud which are actively being used in an enterprise environment
  • Outstanding coding skills with Python (3+ years) and C/C++ (1+ years) - knowing how to write readable, well-documented and efficient modularised code in a version-controlled environment.
  • Excellent communication skills.
Desirable
  • Experience working in the transportation (rail, road, water or air industry)
  • Any publications at major Computer Vision and related conferences (e.g. CVPR, ICCV/ECCV, RSS, NeurIPS, ICRA, IROS, CoRL) or journals (IEEE T-PAMI, IJCV, CVIU, IJRR, IEEE TRO, JMLR)
  • Data Engineering experience on the cloud infrastructure experience building data pipelines for processing live data feeds; familiarity with GCP.
  • Exceptional with machine learning concepts and modelling principles
  • Experience leading computer vision projects / teams using software engineering best practices such as version control, OOP, unit testing, TDD, EDD, etc
Experience Required :

3 to 5 Years

Vacancy :

2 - 4 Hires

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