Computer Vision Algorithm Researcher, II

Location IN-Bangalore
Job ID
96585
Function
Engineering
Recruiter
Gobinath M
LITag
#LI-GM1
Position Level
II

Overview

Who we are :

 

We are an intrapreneurial team creating innovative solutions and Ai technologies for the transportation & logistics, warehouse, retail, and healthcare markets. These “first of a kind” solutions are helping retail managers improve their store operations & better serve their customers and are helping logistic managers enhance the efficiency of their operations.

 

We focus on advanced development and application of emerging edge sensing, artificial intelligence, and workflow optimization technologies in innovative end-to-end system prototypes to solve real-world problems and advance these systems and Ai technologies into Zebra businesses.

 

About you :

 

As a Computer Vision and Ai Researcher you will have a unique opportunity to use your creativity both to understand the latest cutting-edge research and to tailor it for real-world applications. You will face a variety of challenges and will have access to the best hardware to do the job.

 

We are focusing on leveraging AI to help solve real-world problems on real-world data. This means embracing noise and complexity, both at the data level and at the methodological level. Your work will span from real-world data handling to the most advanced methods such as transfer learning, generative models, reinforcement learning, etc., with a focus on understanding quickly and experimenting even faster. You will collaborate closely both with software developers and research scientists, wielding the tools of both. 

 

You will have experience in machine learning, either through your studies or industrial R&D projects and work to advance exploratory research and development projects in computer vision and machine learning and related fields to create highly innovative customer solutions. The algorithm researcher will develop perception & learning systems using 2D and 3D visioning systems that are Enterprise-grade and ready for real world deployment.

 

Responsibilities

You want to join us because you are passionate about:

  • Development of computer vision and machine learning algorithms and applications
  • Develop proof-of-concept implementations, prototypes and demos to fine-tune technologies to practical, state-of-the-art systems.
  • Participate and provide input in project code reviews
  • Perform experiments and evaluations to quantify and validate improvements made to existing systems.
  • Receive general instructions to routine work, new projects or assignments
  • Take responsibility for communicating with different engineers (embedded systems, backend server, computer vision) to continuously improve and optimize implemented algorithms
  • Create automated software tests and provide support to trouble shoot software issues when needed
  • Documentation of algorithm
  • Excellent C, C++11 and above programming skills
  • Broad understanding of computer vision; key areas of interest include object detection, tracking and recognition, multiple view geometry, OCR detection, camera calibrations, 3D data processing, SfM/SLAM, activity recognition

Qualifications

We want you to join us because you have: 

  • Bachelor or Masters in computer vision or machine learning;
  • 2-5 years work experience
  • Basic foundation in computer vision; key areas of interest include at least 2 of the following: object detection, tracking and recognition; multiple view geometry, 3D computer vision and SfM/SLAM; activity recognition
  • Scripting and prototyping languages: Python, Matlab, C/C++
  • Experience with deep learning and computer vision libraries, e.g., PyTorch, TensorFlow, Caffe, OpenCV, etc
  • Experience with Linux, Windows and ROS platforms
  • Ability to grasp new concepts quickly
  • Ability to adapt and use these patterns in innovative ways to develop custom solutions
  • Ability to take initiative on issues and report results instead of waiting for task lists
  • Good presentation skills, both prepared and "on demand" talks

We offer you a: 

  • Highly dynamic, innovative, and passionate team. 
  • Open and inclusive company culture, including flexible hours. 
  • Worldwide competitive salary.

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