Deep Learning Engineer

at TIGI HR Solution Pvt. Ltd.

DP
Posted by Happy Kantesariya
icon
Bengaluru (Bangalore)
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3 - 5 yrs
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₹7L - ₹15L / yr
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Full time
Skills
Python
C++
CUDA
TensorFlow
PyTorch
Linux administration
OpenCV
ROS
Deep Learning

About the role:

Looking for an engineer to apply Deep Learning algorithms to implement and improve perception algorithms related to Autonomous vehicles. The position requires you to work on the full life-cycle of Deep learning development including data collection, feature engineering, model training, and testing. One will have the opportunity to implement a state-of-the-art Deep learning algorithm and apply it to real end-to-end production. You will be working with the team and team lead on challenging Deep Learning projects to deliver product quality improvements.

Responsibilities:

  • Build novel architectures for classifying, detecting, and tracking objects.
  • Develop efficient Deep Learning architectures that can run in real-time on NVIDIA devices.
  • Optimize the stack for deployment on embedded devices
  • Work on Data pipeline – Data Acquisition, pre-processing, and analysis.
  •  

Skillsets:

  • Languages: C++, Python.
  • Frameworks: CUDA, TensorRT, Pytorch, Tensorflow, ONNX.
  • Good understanding of Linux and Version Control (Git, GitHub, GitLab).
  • Experienced with OpenCV, Deep Learning to solve image domain problems.
  • Strong understanding of ROS.
  • Skilled with software design, development, and bug-fixing.
  • Coordinate with team members for the development and maintenance of the package.
  • Strong mathematical skills and understanding of probabilistic techniques.
  • Experience handling large data sets efficiently.
  • Experience with deploying Deep Learning models for real-time applications on Nvidia platforms like Drive AGX Pegasus, Jetson AGX Xavier, etc.


Add On Skills:

  • Frameworks: Pytorch Lighting
  • Experience with autonomous robots
  • OpenCV projects, Deep Learning projects
  • Experience with 3D data and representations (point clouds, meshes, etc.)
  • Experience with a wide variety of Deep learning Models (e.g: LSTM, RNN, CNN, GAN, etc.)

About TIGI HR Solution Pvt. Ltd.

Works with a new and technologically advanced way to hire most productive and quality talent in less time. Let's experience the new-edge of recruitment with us.
Founded
2014
Type
Services
Size
employees
Stage
Profitable
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Website: http://www.virtuaresearch.com" target="_blank">www.virtuaresearch.com

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