Python Job: MB.OS Synthetic Data Generation

Job added on

Location

Bangalore - India

Job type

Full-Time

Python Job Details

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: 2 to 8 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.