Computer Vision Engineer
3 days ago
Experience : 8+yrs.
Location : Hyderabad/Bangalore.
Job Description :
We are seeking a highly skilled and passionate Lead Computer Vision Engineer with expertise in robotics to join our team.
As a Lead Engineer, you will play a key role in developing and advancing cutting-edge solutions in the field of computer vision and robotics.
We are looking for individuals with a strong background in computer science, mathematics, and machine learning, as well as leadership skills to drive innovation.
Key Responsibilities :
- Design and implement computer vision algorithms and models to analyze and interpret visual data.
- Develop and optimize image processing pipelines for object detection, recognition, and tracking.
- Create and train deep learning models for image classification and semantic segmentation.
- Collaborate with cross-functional teams to integrate computer vision solutions into products and systems.
- You will lead a team of researchers and engineers in the field of computer vision and robotics to deliver innovative products and solutions.
- Experiment with state-of-the-art methods in object detection, scene reconstruction, and motion planning.
- Train neural networks on in-house domain-specific datasets.
- Analyze experimental results and come up with ways to improve the robustness, sample efficiency, accuracy, and other model properties.
- Design and implement domain-specific benchmarks, profile and optimize the performance of neural networks as well as end-to-end systems.
- Design and build robotic applications combining multiple perception and motion planning models.
- Enhance datasets for comprehensive training in manipulation and streamline data review, cleaning, and labelling processes.
- Research and evaluate the latest advancements in computer vision and recommend innovative approaches.
- Optimize algorithms for real-time performance and resource-constrained environments.
- Conduct testing and validation of computer vision systems to ensure accuracy and robustness.
- Contribute to technical documentation, including algorithm specifications and performance reports.
- Participate in code reviews and provide mentorship to junior team members.
Required Qualifications :
- Master's or Ph.D in Computer Science, Electrical Engineering, or related field.
- Proven experience in computer vision, image processing, and machine learning.
- Proficiency in programming languages such as Python, C++, or Java.
- Strong background in deep learning frameworks like TensorFlow, PyTorch, or Keras.
- Solid understanding of 3D computer vision, point clouds, and spatial transformations.
- Experience with libraries and tools for computer vision development, such as OpenCV.
- Solid fundamentals and experience in computer vision (linear algebra, object detection, structure from motion, vision-language models).
- Experience in robotics or edge is a big plus: evidence of practical experience and projects that involve scene reconstruction, depth estimation, calibration, or deployment on edge devices.
- Experience leading a team of AI/ML engineers.
- Published research: particularly around computer vision and robotics demonstrates a deep understanding and contribution to the field.
- Ability to work with large-scale datasets and implement data augmentation techniques.
- Knowledge of GPU programming for accelerated computation in computer vision tasks.
- Excellent problem-solving skills and analytical thinking for algorithm development.
- Effective communication and collaboration skills to work in multidisciplinary teams.
- Demonstrated ability to deliver high-quality, production-ready code for computer vision applications.
- Experience with version control systems and agile development methodologies.
- Familiarity with cloud platforms and edge computing for deploying computer vision solutions.
- Understanding of image annotation and labeling processes for training supervised learning models.
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