XoriantːIN
Pune
IT Service
Description
Role: Computer Vision Engineer
Years of Experience: 3-6 years
Key Responsibilities:
➢ Working with the data science team to research, develop, evaluate and optimize various computer vision and deep learning models for different problems. ➢ Explore and analyze unstructured data like images through image processing. ➢ Take ownership to drive computer vision solutions and meet customer requirements. ➢ Deploying developed computer vision models on edge devices after optimization to meet customer requirements and maintain them to later improve to address additional customer requirements in future.
Required Characteristics:
➢ B.E., BTech, MSc or PhD in E&TC, Computer Science, Data Science, Machine Learning or in related fields preferred but candidates with strong technical knowledge and experience in computer vision. ➢ Understanding about depth and breadth of computer vision and deep learning algorithms. ➢ At least 2 years of experience in computer vision and/or deep learning for object detection and tracking along with semantic or instance segmentation either in academic or industrial domain. ➢ Experience with any machine/deep learning frameworks like TensorFlow, Keras and PyTorch ➢ Experience in training models through GPU computing using NVIDIA CUDA or on cloud. ➢ Ability to transform research articles into the working solutions to solve real-world problems. ➢ Strong experience in using both basic and advanced image processing algorithms for feature engineering. ➢ Proficiency in Python and related packages like NumPy, Scikit-image, PIL, OpenCV, Matplotlib, Seaborn, etc. ➢ Excellent written and verbal communication skills for effectively communicating with the team and ability to presenting information to varied technical and non-technical audience. ➢ Must be able to produce solutions independently in an organized manner and be able to work in a team when required. ➢ Must have good Object-Oriented Programming & logical analysis skills in Python. Preferred Characteristics (not mandatory to have all): ➢ Strong foundation in data structures and algorithms in Python or C++ ➢ Advanced knowledge in performance, scalability, numerical accuracy and best practices for implementing various solutions. ➢ Proficiency with edge computing principles and architecture preferably for NVIDIA Jetson devices and Raspberry Pi. ➢ Experience in different model optimization techniques apart from hyperparameter tuning to reduce memory usage without hindering the performance for deploying on edge devices. ➢ Proficiency with AWS or Azure cloud computing environments. ➢ Exposure to IoT technology. ➢ Experience in Agile Application Development and Scrum methodologies to develop efficient, maintainable, readable and production-ready pipelines. ➢ Must have curiosity, eagerness and motivation to be involved in Data Science and Image Processing.
Primary Location: Pune
Job: Delivery
Employee Status: Permanent
Shift: Day Job
Schedule: Full-time
Job Posting: Dec 24, 2021, 12:14:59 AM
Primary Skills: Data Science
Secondary Skills: Machine Learning, Python
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