Lead - ADAS Computer Vision / Perception [Urgent]
5 days ago
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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Lead - ADAS Computer Vision / Perception
5 days ago
Mumbai, India Liger Mobility Full timeCompany DescriptionLiger 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...
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Lead - ADAS Computer Vision / Perception
2 weeks ago
Mumbai, India Liger Mobility Full timeCompany DescriptionLiger 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...
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Lead - ADAS Computer Vision / Perception
1 week ago
Mumbai, India Liger Mobility Full timeCompany 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...
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Lead - ADAS Computer Vision / Perception
1 week ago
mumbai, India Liger Mobility Full timeCompany DescriptionLiger 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...
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Lead - ADAS Computer Vision / Perception
1 week ago
Mumbai, India Liger Mobility Full timeCompany 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...
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Lead - ADAS Computer Vision / Perception
6 days ago
Mumbai, India Liger Mobility Full timeCompany DescriptionLiger 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...
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Lead - ADAS Computer Vision / Perception
5 days ago
Mumbai, India Liger Mobility Full timeCompany DescriptionLiger 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...
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Lead - adas computer vision / perception
4 days ago
Mumbai, India Liger Mobility Full timeCompany Description Liger Mobility is committed to transforming the two-wheeler experience by leveraging core sciences and Io T. 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...
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Lead - ADAS Computer Vision / Perception
1 week ago
Mumbai, India Liger Mobility Full timeCompany 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...
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Lead - ADAS Computer Vision / Perception
1 week ago
Mumbai, India Liger Mobility Full timeCompany 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...
