Deep Learning Engineer
Job Description
Title: Deep Learning Engineer
Company Name: CPSD Technologies Ltd.
Vacancy: 02
Job Location: Dhaka (Dhanmondi)
Employment Status: Full-time
Educational Requirements:
∎ B.Sc. in Computer Science/ Engineering from Any Reputed university.
Job Responsibilities:
∎ Working with the AI 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 (eg: PI, Jetson Nano) after optimization to meet customer requirements and maintain them to later improve to address additional customer requirements in the future.
Additional Requirements:
∎ Experience Requirements : Minimum 6 months to 1 year.
∎ REQUIRED CHARASTERISTICS :
∎ Understanding about depth and breadth of computer vision and deep learning algorithms.
∎ At least 6months- 1 year of experience in computer vision and/or deep learning for face recognition, object detection, and tracking either in the academic or industrial domain.
∎ Experience with any machine/deep learning frameworks like Tensorflow/ PyTorch.
∎ Experience in training models through GPU computing using NVIDIA CUDA or on the cloud.
∎ Ability to transform research articles into 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 present information to varied technical and non-technical audiences.
∎ Must be able to produce solutions independently in an organized manner and also be able to work in a team when required.
∎ Must have good Object-Oriented Programing & 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 Deep Learning and Image Processing.
Salary:
∎ Negotiable
∎ As per Company Policy.
Compensation & Other Benefits:
∎ Lunch allowance
∎ Two Festival Bonus
Job Source: Bdjobs.com Online Job Posting.
Application Deadline: 30 Jan 2022
Company Information:
∎ 10 Jan 2022
∎ CPSD Technologies Ltd.
Category: IT/Telecommunication
