Mercedes-Benz Research and Development India Private Limited
Bangalore
Vehicle Dealership
Aufgaben
Summary:
- The research engineer will work with a dynamic team of programmers and algorithm developers to realize in-cabin environment perception using computer vision algorithms for Mercedes-Benz cars.
Necessary Skills:
- Proficient in at least two of Python, MATLAB.
- Industry/academic experience with machine learning and computer vision programming using libraries such as PyTorch, TensorFlow, OpenCV, Caffe
- Strong project experience involving algorithm development for computer vision applications.
- Demonstrated past algorithm development in at least one area within machine learning like neural networks, clustering, object tracking.
- Experience with object classification, gesture recognition or human pose estimation and training deep neural networks using synthetic and artificial data.
- Strong background and understanding of mathematical concepts relating to probabilistic models, conditional probability, numerical methods and linear algebra.
- Self-motivated individual with passion towards state-of-the-art computer vision technologies.
- Clear communication skills (English)
Qualifikationen
Basic Education:
- Masters/Doctorate in Computer/Electronics Engineering with strong programming and scripting skills.
Years of experience: 3 to 6 Years
Nice to have:
- Degree from premier institutes in Europe/USA or India (IITs/NITs/IIITs)
- Experience with computer vision application development on the lines of gesture recognition, human gaze recognition, semantic segmentation, depth from stereo, object detection and tracking.
- Experience working with synthetic and artificial data to solve real world problems.
- Exposure to neural network libraries like Caffe, PyTorch, Theano or TensorFlow.
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