About the job

SummaryBy Outscal

This Research Engineer role at THRSL requires 2-4 years of industry experience and expertise in developing state-of-the-art mapping algorithms for autonomous driving. You'll work on cutting-edge products, train deep learning models, and optimize algorithms for real-time sensor data processing.

About the job

I. Hiring specifications

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.

Reporting Structure

ü Role will report into Technical Lead

Interactions

ü Internal Stakeholders: HODs, Research & Sr Research Engineers in Mobile robots department in R&D function, System & Solution Integration team etc.

ü External Stakeholders: Customers/Clients

II. 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 and automation background.

Competencies

Technical :

  • Strong programming experience in writing production-grade safe C++ code.
  • Experience with ROS/Autonomous Vehicles/Path Planning.

Behavioural

Hi Tech way of working: We value behaviour aligned with CCODERS

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

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

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

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

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

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

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

Karnataka, India (On-Site)

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