Manager

2 weeks ago

Bengaluru, Karnataka, India Larsen & Toubro Full time ₹ 20,00,000 - ₹ 25,00,000 per year

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.

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