Machine Learning Engineer – Computer Vision
Full-time Employment
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Chennai, Coimbatore, Hybrid, Madurai
Experience: 2 to 4 years
Salary Range: 6 LPA to 10 LPA
Position Summary:
We are seeking an experienced Computer Vision Engineer to join our team. In this role, you will develop and implement algorithms to solve complex visual recognition and analysis problems. Collaborating with R&D, you will create innovative image and video processing solutions. The ideal candidate has a strong background in computer vision, deep learning, image processing, and programming.
Mandatory Skills: Machine Learning | Python | Computer Vision | Deep Learning | Cloud Services (AWS, Azure, GCP etc.,) | Image processing | SQL/NoSQL
Skills Required:
- Proficiency in programming languages such as Python (NumPy, OpenCV, TensorFlow, PyTorch) for developing computer vision algorithms and applications. Knowledge in C++ is a plus.
- Strong understanding of computer vision fundamentals including image processing techniques (filtering, morphological operations), feature extraction (SIFT, HOG, Optical Flow), object detection (YOLO, SSD, R-CNN), segmentation (U-Net, Mask R-CNN), and tracking.
- Experience with deep learning frameworks such as TensorFlow, PyTorch, Keras, and OpenCV for developing and deploying deep neural networks for computer vision tasks.
- Knowledge of popular deep learning architectures for computer vision such as CNNs, RNNs, GANs, & Transformer models.
- Strong mathematical foundations including linear algebra, calculus, probability theory, and optimization techniques (e.g., gradient descent, Adam optimizer) used in ML algorithms.
- Prior exposure to cloud platforms (preferably AWS) to deploy data pipelines and to use tools/services like AWS SageMaker, Kinesis, MLFlow etc.
- Exposure to Generative AI algorithms for Computer Vision like Stable Diffusion is a plus.
- Experience with GPU programming and optimization using CUDA or OpenCL for accelerating deep learning computations is a huge plus.
- Proficient in using computer vision libraries and tools for feature extraction, image registration and object recognition.
- Good familiarity with building RESTful APIs using frameworks like FastAPI/Flask/Django.
- Proficient understanding of code versioning tools, such as Git/Bitbucket.
- Experience with SQL/NoSQL databases are a plus.
- Strong problem-solving skills, analytical thinking, and attention to detail for debugging, testing, and optimizing computer vision algorithms and systems.
- Excellent communication skills and good in communicating technical concepts effectively.
If this excites you, Please fill the Form to start the application process and we will be in touch