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Internship Lidar Data Processing Jobs in Michigan

Wade Trim

Survey Manager - #2826

Taylor, MI · On-site

Lead point cloud data extraction, processing, and deliverable development * Integrate LiDAR and 3D scanning workflows with client deliverables * Position Wade Trim as a technology leader in ...

Wade Trim

Survey Manager - #2826

Traverse City, MI · On-site

Lead point cloud data extraction, processing, and deliverable development * Integrate LiDAR and 3D scanning workflows with client deliverables * Position Wade Trim as a technology leader in ...

Wade Trim

Survey Manager - #2826

Detroit, MI

Lead point cloud data extraction, processing, and deliverable development * Integrate LiDAR and 3D scanning workflows with client deliverables * Position Wade Trim as a technology leader in ...

Wade Trim

Survey Manager - #2826

Traverse City, MI

Lead point cloud data extraction, processing, and deliverable development * Integrate LiDAR and 3D scanning workflows with client deliverables * Position Wade Trim as a technology leader in ...

Wade Trim

Survey Manager - #2826

Taylor, MI

Lead point cloud data extraction, processing, and deliverable development * Integrate LiDAR and 3D scanning workflows with client deliverables * Position Wade Trim as a technology leader in ...

Wade Trim

Survey Manager - #2826

Detroit, MI · On-site

Lead point cloud data extraction, processing, and deliverable development * Integrate LiDAR and 3D scanning workflows with client deliverables * Position Wade Trim as a technology leader in ...

Wade Trim

Survey Manager - #2826

Flint, MI · On-site

Lead point cloud data extraction, processing, and deliverable development * Integrate LiDAR and 3D scanning workflows with client deliverables * Position Wade Trim as a technology leader in ...

Wade Trim

Survey Manager - #2826

Grand Rapids, MI · On-site

Lead point cloud data extraction, processing, and deliverable development * Integrate LiDAR and 3D scanning workflows with client deliverables * Position Wade Trim as a technology leader in ...

Wade Trim

Survey Manager - #2826

Taylor, MI · On-site

Lead point cloud data extraction, processing, and deliverable development * Integrate LiDAR and 3D scanning workflows with client deliverables * Position Wade Trim as a technology leader in ...

Wade Trim

Survey Manager - #2826

Flint, MI

Lead point cloud data extraction, processing, and deliverable development * Integrate LiDAR and 3D scanning workflows with client deliverables * Position Wade Trim as a technology leader in ...

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What are the most commonly searched types of Lidar Data Processing jobs in Michigan? The most popular types of Lidar Data Processing jobs in Michigan are:
Internship Lidar Data Processing jobs near you
Senior Perception Engineer - Computer Vision & 3D Deep Learning IRC295016

Senior Perception Engineer - Computer Vision & 3D Deep Learning IRC295016

GlobalLogic

Northville, MI • On-site

$99K - $136K/yr

Full-time

Posted 5 days ago

GlobalLogic rating

7.5

Company rating: 7.5 out of 10

Based on 11 frontline employees who took The Breakroom Quiz

122nd of 190 rated software companies

Job description

Job Summary:
GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest companies. They are seeking a Senior Perception Engineer specializing in computer vision and deep learning, responsible for designing and implementing algorithms for object detection and segmentation using camera and LiDAR data fusion.
Responsibilities:
• Design and implement computer vision algorithms for object detection and segmentation using camera and LiDAR data fusion.
• Develop deep learning models for 2D and 3D object detection, including implementation and optimization of YOLO, Faster R-CNN, SSD, and transformer-based architectures.
• Create and optimize LiDAR point cloud processing pipelines using PCL and Open3D for 3D object detection and segmentation.
• Implement sensor fusion techniques to combine camera and LiDAR data for enhanced object detection accuracy.
• Develop instance and semantic segmentation algorithms using state-of-the-art models like Mask R-CNN, U-Net, and DeepLab.
• Implement and optimize deep learning models specifically designed for LiDAR point clouds, including PointNet, PointNet++, and other 3D neural network architectures.
• Develop robust perception algorithms that maintain performance in adverse weather conditions such as rain, snow, fog, and low-light scenarios.
• Build and maintain computer vision pipelines using OpenCV for image preprocessing, feature extraction, and geometric transformations.
• Design and implement multi-object tracking systems using Kalman filtering, SORT, and DeepSORT algorithms.
• Work with ROS2 for integration and deployment of perception algorithms.
• Optimize deep learning models for edge deployment and real-time inference performance.
• Develop robust evaluation metrics and testing frameworks for object detection systems.
• Collaborate with cross-functional teams to integrate perception algorithms into larger autonomous systems.
• Stay up-to-date with industry trends and emerging technologies to innovate and improve perception systems.
Qualifications:
Required:
• Strong expertise in computer vision and deep learning for object detection and segmentation tasks.
• Proficiency in deep learning frameworks (PyTorch and TensorFlow) with hands-on experience implementing detection models (YOLO, Faster R-CNN, SSD, RetinaNet, Detectron, etc.).
• Extensive experience with OpenCV for image processing and computer vision applications.
• Solid background in 3D perception using LiDAR point clouds; proficiency with PCL and Open3D libraries.
• Familiarity with LiDAR-specific deep learning models such as PointNet, PointNet++, VoxelNet, and other point cloud neural network architectures.
• Experience in developing and improving perception models for adverse weather conditions (rain, snow, fog) including domain adaptation and robust feature extraction techniques.
• Experience with sensor fusion techniques for combining camera and LiDAR data streams.
• Strong programming skills in Python and C++ for algorithm development and optimization.
• Experience with model optimization techniques for real-time inference.
• Familiarity with 3D geometry, coordinate transformations, and spatial data processing.
• Knowledge of evaluation metrics for object detection and tracking systems (mAP, IoU, custom metrics, etc.).
Company:
GlobalLogic is a product development services company that specializes in chip-to-cloud software engineering. Founded in 2000, the company is headquartered in Santa Clara, USA, with a team of 10001+ employees. The company is currently Late Stage.

What GlobalLogic employees say

Pay

Hours and flexibility

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