Document algorithmic development, take part in planning and accompany implementation, integration and testing of an algorithmic module.
Collaborate with cross functional teams to integrate algorithm into production systems.
Explore and evaluate different deep learning architectures and algorithms to enhance the accuracy and efficiency of the existing algorithms.
Mentor Junior developers and provide technical guidance.
Job requirements:
6 -10 years of experience with Masters/Ph.d in Electronics/Computer Science with focus in Image Processing/Deep Learning Algorithms.
Solid Mathematical foundation and understanding of probability, statistical analysis, image processing and machine learning principles.
Strong fundamentals & practical experience in Python programming & deep learning frameworks such as PyTorch.
Proficiency in image processing techniques and libraries (Ex; Numpy, OpenCV, Scikit, pandas etc.).
Familiarity with optimization techniques for memory and throughput in deep learning algorithms
Knowledge of cloud platforms and tools for large scale data processing and model training.
Understanding of feature development cycle, from requirements to testing, integration and delivery
Strong Mathematical Foundation
Practical experience of deploying deep learning models.
Algorithm Development
Good Optimization skills
Business Expertise
Has knowledge of best practices and how own area integrated with others, and is aware of the competition and the factors that differentiate them in the market.
Impact
Impacts a range of customer, operational, project or service activities within own team and other related teams; works within broad guidelines and policies.