11 Nov
|
MarketScope
|
Bengaluru
11 Nov
MarketScope
Bengaluru
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 protected 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.
📌 Senior Research Engineer/ Research Engineer: Perception (Defense Division) (Bengaluru)
🏢 MarketScope
📍 Bengaluru