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Lead - ADAS Computer Vision / Perception

Lead - ADAS Computer Vision / Perception

ConfidentialMumbai, India
9 days ago
Job description

Company Description

Liger Mobility is committed to transforming the two-wheeler experience by leveraging core sciences and IoT. Our vision focuses on creating unparalleled human-machine interactions for two-wheelers, which are crucial for daily commute in developing economies. We aim to bridge the technological gap seen in other consumer tech products and bring two-wheelers into the modern era.

Role Description

This is a full-time, on-site role for a Lead - ADAS Computer Vision / Perception role located in Mumbai.

We are looking for a senior Computer Vision / Perception expert for ADAS perception team. This role will be responsible for developing camera-based perception algorithms, building sensor fusion capabilities, and creating scalable pipelines that enable advanced driver assistance features. The candidate will act as the foundational technical leader, driving both hands-on development and team building.

Key Responsibilities

Computer Vision & Perception Development

  • Design and implement perception algorithms for object detection, tracking, lane detection, drivable area segmentation, and free space estimation.
  • Develop multi-sensor fusion (camera + radar + LiDAR optional) for robust perception.
  • Optimize algorithms for real-time performance on automotive-grade hardware (NVIDIA, Qualcomm, Renesas, TI etc.).
  • Ensure perception pipeline robustness under diverse lighting, weather, and road conditions.

System & Integration

  • Define perception requirements and KPIs aligned with ADAS features and NCAP regulations.
  • Work closely with planning & control teams to ensure perception outputs meet latency and accuracy needs.
  • Integrate with embedded software frameworks (ROS2, AUTOSAR, middleware).
  • Collaborate with vehicle integration engineers for sensor calibration and validation.

    • Leadership & Roadmap

  • Build and mentor a team of computer vision and ML engineers.
  • Define a scalable perception roadmap (from L1 / L2 to L2+ features).
  • Drive data collection, labeling, and dataset curation strategies.
  • Collaborate with external partners, Tier-1 suppliers, and research labs.

    • Required Qualifications

  • 7–10 years of experience in computer vision for ADAS, robotics, or autonomous driving.
  • Strong expertise in deep learning for perception (detection, segmentation, tracking).
  • Hands-on experience with CNNs, transformers, multi-task learning (PyTorch / TensorFlow).
  • Background in sensor calibration, camera models, and 3D geometry.
  • Experience deploying ML models on embedded / edge hardware (TensorRT, ONNX, OpenVX).
  • Strong programming skills in C++ and Python; exposure to CUDA / OpenCL.
  • Familiarity with automotive development processes (ISO 26262, ASPICE, SOTIF).

    • Preferred / Bonus Skills

  • Experience with multi-sensor fusion (camera + radar / LiDAR).
  • Familiarity with SLAM, HD maps, or localization.
  • Prior experience in ADAS production programs (e.g., NCAP AEB, LKA).
  • Simulation & validation experience (CARLA, IPG CarMaker, dSPACE).
  • Exposure to active safety testing protocols (Euro NCAP, US NCAP, AIS).

    • Personality / Fit

  • Strong mix of research depth + production mindset.
  • Comfortable with building and leading teams
  • Hands-on, but also strategic about roadmap and scaling.
  • Enjoys working at the interface of AI, embedded systems, and vehicle testing.

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    Skills Required

    Openvx, Aspice, Cuda, Deep Learning, Tensorflow, Autosar, Pytorch, iso 26262 , Transformers, Opencl, Python, Computer Vision

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