Manager

Larsen & Toubro; Bengaluru; On-site; INR 15,00,000 - 20,00,000; Full time

Job summary

A leading engineering firm in Bengaluru seeks a Manager – System Processing to lead the design and development of advanced radar signal and data processing algorithms. The ideal candidate should possess extensive expertise in FMCW radar signal processing, multi-target tracking algorithms, and automation modules using machine learning. Responsibilities include leading algorithm development, enhancing target detection accuracy, and providing technical guidance. This role demands strong technical leadership, hands-on coding experience, and the ability to drive innovation in automotive radar systems.

Qualifications

• Deep expertise in FMCW radar signal processing.
• Hands-on coding abilities in MATLAB, C/C++, and Python.
• Strong technical leadership and mentorship skills.

Responsibilities

• Lead development of radar signal processing algorithms.
• Implement techniques for clutter identification and detection accuracy.
• Collaborate with teams to integrate automotive radar concepts.

Skills

FMCW radar signal processing

multi-target tracking algorithms

machine learning techniques

Tools

MATLAB

C/C++

Python

Job description

Manager – System Processing to lead the design, development, and optimization of advanced radar signal and data processing algorithms. The ideal candidate will have deep expertise in FMCW radar signal processing, multi-target tracking algorithms, and automation modules leveraging machine learning techniques. This role requires strong technical leadership, hands-on coding abilities, and the capability to drive innovation in automotive radar systems.

Key Responsibilities

• Lead the development and implementation of radar signal and data processing algorithms including FMCW waveform analysis, Multi-Hypothesis Tracking (MHT), Global Nearest Neighbor (GNN), Probabilistic Data Association (PDA), Joint PDA (JPDA), Kalman Filters (KF), Interacting Multiple Model (IMM) frameworks, and Particle Filters.
• Develop and optimize algorithms for clutter identification and elimination to improve target detection accuracy.
• Implement advanced data curve-fitting techniques using linear and nonlinear polynomials, along with data smoothing algorithms for enhanced signal clarity.
• Design and maintain robust track identification and data association methods for multi-target tracking systems.
• Lead automation module development leveraging machine learning concepts to improve system performance and operational efficiency.
• Collaborate closely with cross-functional teams to integrate automotive radar concepts and meet system-level requirements.
• Provide technical guidance and mentorship to team members on algorithm development, coding standards, and best practices.
• Oversee the coding, testing, and validation of algorithms using MATLAB, C/C++, and Python.
• Manage project timelines, deliverables, and documentation to ensure successful and timely completion of system processing modules.