Applications Development Analyst
Gurugram - Good Earth, India
Marsh McLennan
Marsh McLennan is the world’s leading professional services firm in risk, strategy and people. We bring together experts from across our four global businesses — Marsh, Guy Carpenter, Mercer and Oliver Wyman — to help make organizations more...Company:
MercerDescription:
About the Role:
We are based in Gurgaon and looking for a Senior Computer Vision Engineer to join our team and help our team to improve and create new technologies. You'll work on projects which makes online assessment more secure and cheating proof. If you're a seasoned computer vision expert with a passion for innovation and a track record of delivering impactful solutions, we would be happy to meet you.
Role: Senior Computer Vision Engineer
Functional Area: AI
Educational Qualification:BTech/MS/MTech/PhD in Computer Science/Computer vision/Signal Processing/Deep Learning or equivalent.
Should have worked in an academic or professional setting in the field of computer vision/signal processing.
Experience: 2-5 years
Location: Gurgaon
Key Responsibilities:
•Develop and optimize advanced computer vision algorithms for image and video analysis tasks.
•Design, implement and train deep learning models for object detection, face processing, activity recognition and other related tasks.
•Test and refine models and systems based on real-world data and feedback.
•Evaluate project requirements, plan and manage the roadmap of a project.
•Present findings and insights in a clear and concise manner to stakeholders.
•Collaborate and help to integrate and deploy computer vision systems into broader product architecture.
•Conduct research to stay updated on emerging computer vision technologies and trends.
•Automate data preprocessing and annotation processes to streamline workflow efficiency.
•Maintain comprehensive documentation for algorithms, implementations, and evaluations.
•Mentor junior engineers and provide strategic guidance on project development.
Requirements and skills:
•Proficiency in Python and knowledge of C++, Java and JS is plus.
•Solid understanding of neural networks, especially convolutional neural networks (CNNs). Knowledge of RCNN’s and vision transformers.
•Proficient in understanding, designing and implementing deep learning models using frameworks such as TensorFlow, PyTorch and Keras.
•Understanding of fundamental image processing techniques like image filtering, edge detection, image segmentation and image augmentation.
•Experience in evaluating computer vision models using relevant metrics and performance indicators.
•Familiarity with GPU and related technologies which is utilized for improved computational efficiency such as CUDA, CUDNN, tensorRT etc.
•Familiarity with Python libraries such as OpenCV, NumPy, Pandas and scikit-learn etc.
•Basic knowledge of linear algebra, calculus, and statistics.
•Strong critical thinking, analytical, and problem-solving skills
•Self-motivated, quick learner and strong team player with ability to work with minimal supervision.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture Computer Science Computer Vision CUDA cuDNN Deep Learning GPU Java Keras Linear algebra NumPy OpenCV Pandas PhD Python PyTorch Research Scikit-learn Statistics TensorFlow TensorRT Transformers
Perks/benefits: Career development Flex hours Health care
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