25 Aug
|
Oliver Wyman
|
Gurugram
25 Aug
Oliver Wyman
Gurugram
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 explicit 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.
Skills: Tensorflow, Pytorch, C++, Java, Python
Experience: 2.00-5.00 Years
📌 Applications Development Analyst (Gurugram)
🏢 Oliver Wyman
📍 Gurugram