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 :
Role will report into Technical Lead
Interactions :
Internal Stakeholders : HODs, Research & Sr Research Engineers in Mobile robots department in R&D function, System & Solution Integration team etc.
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 :
Solid 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
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.