ZipRecruiter

Log In

1

3D Processing Jobs in Michigan (NOW HIRING)

Comau LLC

Technical Leader Simulation

Southfield, MI · On-site

Role Summary The Simulation Technical Leader supports the Project Engineer in all 3D process simulation activities, coordinates 2D requirements and technical documentation, and leads mechanical ...

General Motors

Senior Process Engineer - Casting

Warren, MI · On-site

$97K - $126K/yr

Knowledge of process engineering procedures and disciplines Basic knowledge of Magma, Flow 3D, simulation software Basic knowledge of NX or Catia or any 3D design software Effective and functional ...

next page

Showing results 1-20

All Jobs3D Processing Jobs3D Processing Jobs in Michigan

3D Processing information

What is the highest paid 3D artist job?

The highest paid 3D artist roles are typically senior or lead positions such as Lead 3D Artist, 3D Art Director, or VFX Supervisor, often found in the gaming, film, or advertising industries. These roles require extensive experience, advanced skills in software like Maya or Blender, and a strong portfolio, with salaries reaching six figures in some cases, especially in major markets or large studios.
What are popular job titles related to 3D Processing jobs in Michigan? For 3D Processing jobs in Michigan, the most frequently searched job titles are:
What job categories do people searching 3D Processing jobs in Michigan look for? The top searched job categories for 3D Processing jobs in Michigan are:
What cities in Michigan are hiring for 3D Processing jobs? Cities in Michigan with the most 3D Processing job openings:
3D 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 27 days ago

GlobalLogic rating

7.5

Company rating: 7.5 out of 10

Based on 11 frontline employees who took The Breakroom Quiz

120th of 186 rated software companies

Job description

Job Summary:
GlobalLogic is a trusted digital engineering partner to some of the world’s largest companies, and they are seeking a Senior Perception Engineer specializing in computer vision and deep learning. The role involves designing and implementing algorithms for object detection and segmentation, utilizing camera and LiDAR data fusion, and developing robust perception models for various conditions.
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

Workplace

Get the full story on Breakroom

Apply