Senior Engineer
5 days ago
Job Description:
- Responsible for designing, developing and deploying advanced analytics solutions including those leveraging AI/ML techniques such as supervised learning / unsupervised learning
- Establishing the data pipeline, data pre-processing and data visualization for real-time sensors (such as those used in Internet of Things (IoT) applications)
- Algorithm development and framework design for multi-class and multi label classification
- Knowledge about MLFlow and deployment of AI/ML solutions is necessary
- Handling multi domain projects related to forecasting and time series analysis, recommendation systems
- Assisting in writing project reports and patents within the team
Minimum Qualifications and Experience:
- B.E/B. Tech in Electronics and Communication/Robotics or other related engineering fields with a minimum of 2-3 years of related work experience.
Required Expertise:
- Hands-on experience in Python
- ML Framework – TensorFlow, Pytorch
- Libraries - NumPy, Pandas, Scikit-learn, OpenCV, Seaborn, Matplotlib
- Experience in Deep Learning, Video/Image Processing, Computer Vision
- Experience in using OpenCV/Depth Cameras/Stereo Camera/CNN/Multi spectral imaging is desired
- Knowledge about cloud-based ML tools such as AWS SageMaker, Azure ML will be an advantage
- Experience in Image Processing applications is highly desirable
- Paper publication in the field of analytics / AI is a plus
- Experience in Azure ML is a plus
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