Job Summary:
We are seeking a highly skilled and motivated AI/ML Engineer to join our dynamic team as a Lead Data Scientist. The ideal candidate will possess strong implementation knowledge in artificial intelligence and machine learning, driving innovative solutions that enhance our data-driven decision-making processes. This role requires a deep understanding of AI/ML technologies and the ability to translate complex data into actionable insights.
Technical Skills:
- Expert on Python/MATLAB, familiar with C++
- 5+ years Algorithm development for commercial medical product
- Image & signal processing
- Computer vision algorithms: segmentation, registration, compression
- Medical imaging, medical image analysis
Classical Image & Signal Processing:
Spatial/frequency domain filtering, Fourier Transform (FFT), STFT, multi-resolution analysis (Wavelet Transform),denoising, feature extraction.
Computer Vision:
Image segmentation, feature detection, registration, object detection, and OpenCV-based implementation.
Algorithm Development:
Design and optimization of robust image processing pipelines; multi-scale and adaptive methods.
AI / Deep Learning:
CNNs, Vision Transformers, U-Net, object detection models; experience in classification and segmentation using PyTorch/TensorFlow.
Medical Image Processing (good to have):
Experience with MRI, CT, OCT, fundus imaging, DICOM handling, and clinical image analysis.
Process Skills:
Deep understanding of medical images and computer vision/image processing algorithms and Analytics
Behavioral Skills:
Result oriented team player
Good in communication
Interpersonal skills