dreamwork_

Job Purpose:  The Research Engineer –perception is a research and development role within THRSL. Research Engineer is expected to develop state-of-the-art mapping algorithms. And will work on the development of leading-edge products including the next-generation products.


Role Expectations: 

  • Take algorithms from conception to implementation and deployment.

  • Build robust solutions to cutting edge Autonomous driving problems.

  • Train and Develop Deep Learning Algorithms on GPU cluster to perform tasks such as object detection, segmentation

  • Develop state of the art algorithms in the areas such as Object detection, tracking, Multi-task learning, distributed training, multi-sensor fusion

  • Develop software for real-time processing of sensor data, including cameras, LIDAR, and other sensors 

  • Optimize the algorithms to run on the edge computing device

  • Work across Perception, Motion planning, Behavior planning and Control system components.

  • Implement fast reliable production grade code (C, C++, Linux).

  • Work with existing code base to optimize performance.         



Requirements



Technical :

  • Solid Strong programming experience in writing production-grade safe C++ code.

  • Experience with ROS/Autonomous Vehicles/Path Planning.


Behavioural :


         We value behaviour aligned with CCODERS  


  • Customer First: Operate with customer success mind set and align all our actions accordingly.

  • Collaborative problem solving: Organisation interest supersedes individual interests; working together to solve problems effectively. 

  • Ownership & Commitment: Going above & beyond the call of duty while also keeping up with the promises & targets under any circumstances.

  • Data Driven, First Principle : Objective Decision making based on data (Not on Hunches)

  • Expanding-Growth Mind set: Be open to new challenges whilst willing to step out of comfort zone in order to learn and grow.

  • Result & commercial orientation: Manage cost and resources to achieve business outcomes & commercial success.

  • Speed and Scalable Process Approach: Deploy processes that are flexible, agile and unlocks business value with speed.


PEOPLE SPECIFICATIONS

 

 Profile: Ideally ~

  • Masters/PhD in Electrical/Electronics/ Computer Science or an equivalent Mathematics field + Machine Learning Background.

  • 2-4 years of industry experience.

  • Strong understanding of fundamentals: Linear Algebra, Optimization, Supervised and Unsupervised Algorithms, Generative and Discriminative Techniques.

  • Experience in Computer Vision, Deep Learning Algorithms and in C/C++ coding.

  • Good knowledge of algorithm development.

  • Experience with camera sensors, LIDARs, calibration.

  • Hands-on experience in robotic and/or autonomous vehicle system design and implementation.



Requisites: Exposure to software development in autonomous mobile robots with manufacturing/defense/MR/ADAS/automation background.



This listing is tracked by dreamwork from public job postings. Want it prepared into a personalized application pack? Upload your resume →
Posted yesterday