Algorithm Architect - ADAS1

Larsen & Toubro; Bengaluru; On-site; INR 2,000,000 - 4,000,000; Full time

Job summary

Larsen & Toubro is seeking an Algorithm Architect – ADAS to define and implement end-to-end ADAS algorithms across perception, sensor fusion, planning and control. You will work on multi-sensor fusion frameworks and ensure real-time execution on ECUs and GPUs, while aligning with functional safety and SOTIF guidelines.

The role requires 8+ years in ADAS/autonomous driving algorithm development, strong C/C++, Python, and MATLAB/Simulink skills, and leadership to mentor a team of algorithm

Qualifications

• Bachelor/Master/PhD in Computer Science, Electrical/Electronics, Robotics or related field.
• 8+ years of experience in ADAS / Autonomous Driving algorithm development.
• Deep understanding of sensor processing, computer vision, fusion, planning and control.
• Strong experience with C/C++, Python, and MATLAB/Simulink.
• Familiarity with AI/ML frameworks and embedded AI deployment.
• Experience with RTOS and AUTOSAR Classic/Adaptive environments.
• Knowledge of ISO 26262 and SOTIF concepts.
• Experience with HIL/SIL validation and simulation tools.

Responsibilities

• Define and own the end-to-end algorithmic architecture for ADAS functions.
• Decompose functions into perception, fusion, prediction, planning and control.
• Design sensor fusion frameworks for camera, radar, ultrasonic, IMU and GNSS.
• Architect algorithms for multi-sensor detection, classification and tracking.
• Define interfaces for real-time execution on ECUs, GPUs and embedded processors.
• Optimize algorithms for embedded performance, latency and memory.
• Collaborate with system architects, software engineers and data scientists.
• Conduct algorithm performance evaluations using SIL/HIL and on-vehicle validation.
• Contribute to ISO 26262 and ISO 21448 compliance from an algorithmic perspective.
• Maintain awareness of latest ADAS research and technologies.

Skills

ADAS

Algorithm design

C/C++

Python

MATLAB/Simulink

Sensor fusion

Perception

RTOS

AUTOSAR

Real-time systems

CAN/LIN/Ethernet

GPU/SoC acceleration

ISO 26262

SOTIF

CarMaker

Leadership

Mentoring

AI/ML familiarity

ROS/ROS2

System integration

Education

Bachelor's/Master's/PhD in CS/EE/Robotics

Tools

ROS/ROS2

ADTF

RTMaps

CarMaker

Job description

Business Unit: EPS Mobility

Role: Algorithm Architect - ADAS

The Algorithm Architect – ADAS is responsible for defining, designing, and validating algorithms that enable advanced driver assistance and autonomous driving functions. The role focuses on perception, sensor fusion, path planning and control algorithms, ensuring their integration within embedded and high-performance computing environments. You will serve as the technical authority for algorithmic design, ensuring alignment with system-level requirements, functional safety, and real-time constraints.

Key Responsibilities

• Define and own the end-to-end algorithmic architecture for ADAS functions such as Adaptive Cruise Control (ACC), Lane Keeping Assist (LKA), Automatic Emergency Braking (AEB) etc.
• Decompose system-level ADAS functions into modular algorithm components: perception, fusion, prediction, planning and control.
• Design sensor fusion frameworks (camera, radar, ultrasonic, IMU, GNSS) for accurate environment modelling and object tracking.
• Architect algorithms for multi-sensor object detection, classification, and tracking, leveraging both traditional signal processing and AI/ML methods.
• Define the software and hardware architecture interfaces to support real-time execution of algorithms on ECUs, GPUs, and embedded processors.
• Optimize algorithms for embedded performance, latency, and memory efficiency while maintaining high accuracy.
• Collaborate with system architects, software engineers, and data scientists to ensure seamless integration and deployment.
• Conduct algorithm performance evaluations using simulation, SIL/HIL, and on-vehicle validation.
• Contribute to functional safety (ISO 26262) and SOTIF (ISO 21448) compliance from an algorithmic perspective.
• Maintain awareness of latest research and technologies in ADAS, perception, and AI for automotive applications.
• Mentor and guide algorithm engineers in technical design, modelling, and validation best practices.

Qualifications

• Bachelors or Masters or PhD in Computer Science, Electrical/Electronics Engineering, Robotics or related field.
• 8+ years of experience in ADAS / Autonomous Driving algorithm development or similar domains.
• Deep understanding of sensor processing, computer vision, sensor fusion, path planning, and vehicle control algorithms.
• Strong experience with C/C++, Python, and MATLAB/Simulink for algorithm design and validation.
• Familiarity with AI/ML frameworks and embedded AI deployment (CNN & latest technologies).
• Experience with real-time operating systems (RTOS) and AUTOSAR Classic/Adaptive environments.
• Solid understanding of vehicle dynamics, control theory, and state estimation techniques (Kalman Filters, Particle Filters, etc.).
• Experience with HIL/SIL validation, simulation tools (e.g. CarMaker) and data replay systems.
• Working knowledge of Functional Safety (ISO 26262) and SOTIF concepts.
• Strong grasp of vehicle communication protocols (CAN, LIN, Ethernet) and ECU architecture.
• Familiarity with AI-based perception pipelines (CNNs, RNNs, transformer-based architectures) for object detection and tracking.
• Knowledge of sensor calibration, time synchronization, and data fusion frameworks (ROS/ROS2, ADTF, RTMaps).
• Experience with GPU/SoC-based acceleration (NVIDIA, Qualcomm, TI etc.).
• Exposure to cybersecurity and over-the-air (OTA) update strategies.
• Contributions to research papers or patents in the ADAS/autonomous driving field.
• Strong analytical and abstract thinking capabilities.
• Excellent communication and cross-functional collaboration skills.
• Leadership and mentoring ability for algorithm development teams.
• Passion for innovation in intelligent mobility and autonomous systems.

L&T Company Overview / About Us

L&T is a USD 30 billion Indian multinational engaged in EPC Projects, Hi-Tech Manufacturing, and Services, operating across multiple geographies. A strong, customer‑focussed approach and the constant quest for top‑class quality have enabled L&T to attain and sustain leadership in its major lines of business for eight decades.

Given L&T’s capability in strategic electronics and leveraging its foray into semiconductor design and well‑established capabilities in L&T Technology Services, the business is expanding its offerings to cover industrial electronic modules, products and systems in critical sectors of Power Electronics, Automotive Electronics, Industrial Robotics & Automation, Communication Platforms and Electronic Systems Design & Manufacturing (ESDM). The focus products under Automotive Electronics are ADAS, Electrification & Connectivity related products.