GlobalLogic

Senior Autonomous Perception Engineer (Sensor Fusion & Calibration) IRC304697

GlobalLogic$110K — $120K *
Aerospace & Defense
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3+ years of experience in sensor calibration and multi-sensor fusion.
  • Strong knowledge of linear algebra, 3D geometry, and Bayesian filtering.
  • Hands-on experience with intrinsic and extrinsic calibration of sensors.
  • Experience with perception algorithms for LiDAR, camera, radar, and GNSS.
  • Proficient in sensor fusion techniques and programming in C++ and Python.

Responsibilities

  • Design and implement perception algorithms for autonomous vehicles.
  • Develop sensor fusion techniques to enhance accuracy and reliability.
  • Create algorithms for object detection and classification from LiDAR and camera data.
  • Optimize sensor calibration techniques and coordinate transformations.
  • Develop robust algorithms for adverse weather performance.
  • Integrate and deploy algorithms using ROS2.
  • Collaborate with teams to incorporate perception into autonomous systems.

Benefits

  • Opportunity to work on market-defining products with cutting-edge technology.
  • Collaborative and open environment with diverse team members.
  • Flexible work schedules and remote work opportunities.
  • Professional development through certifications and training.
  • Competitive health benefits, 401K matching, and generous PTO.
Full Job Description
Role: Senior Autonomous Perception Engineer (Sensory Fusion and Calibration) Location: Detroit, MI (Onsite) Position Type: Fulltime We are seeking a highly skilled Perception Engineer to join our core engineering team. You will be responsible for the design, implementation, and optimization of cutting-edge computer vision and deep learning algorithms that allow our autonomous systems to "see" and interpret the world. This role focuses on the fusion of Camera and LiDAR data to ensure robust performance across diverse and challenging environments. Requirements Minimum 3+ years of experience in sensor calibration, multi-sensor fusion, or related domains. Strong foundation in linear algebra, 3D geometry, coordinate frames, quaternions, probability, Bayesian filtering, and data association. Hands-on experience with intrinsic and extrinsic calibration of LiDAR, cameras, and radar, including geometric calibration, coordinate transforms, and sensor synchronization. Proven experience with perception algorithms for autonomous systems, particularly in the areas of LiDAR, camera, radar, GNSS, or other sensor modalities. Deep understanding of LiDAR technology, point cloud data structures, and processing techniques; experience with PCL or Open3D. Proficiency in sensor fusion for combining data from LiDAR, camera, radar, and GNSS, including handling time synchronization and motion distortion. Solid background in computer vision techniques; experience with OpenCV and object detection models such as YOLO, Faster R-CNN, or SSD. Experience with deep learning frameworks (TensorFlow or PyTorch) for object detection and tracking tasks. Hands-on experience with multi-object tracking algorithms such as SORT, DeepSORT, Kalman Filters, UKF, IMM, or JPDA. Strong programming skills in C++ and Python; familiarity with geometric optimization libraries. Familiarity with ROS2 for perception-based autonomous systems development. Experience with parallel computing for real-time performance optimization (e.g., CUDA, OpenCL). Job responsibilities Design and implement advanced perception algorithms for autonomous vehicles using LiDAR, cameras, radar, and GNSS. Develop and optimize sensor fusion techniques to combine data from multiple sensors, improving the accuracy and reliability of perception systems. Create algorithms for object detection, tracking, semantic segmentation, and classification from 3D point clouds (LiDAR) and camera data. Develop sensor calibration techniques (intrinsic and extrinsic) and coordinate transformations between sensors. Develop robust perception algorithms that maintain performance in adverse weather conditions such as rain, snow, fog, and low-light scenarios. Participate in real-time systems design and optimization to meet the high-performance requirements of autonomous driving. Work with ROS2 for integration and deployment of perception algorithms. Develop, test, and deploy machine learning models for perception tasks such as object detection and tracking. 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. What we offer Exciting Projects:Come take your place at the forefront of digital transformation! With clients across all industries and sectors, we offer an opportunity to work on market-defining products using the latest technologies. Collaborative Environment: You can expand your skills by collaborating with a diverse team of highly talented people in an open, laidback environment - or even abroad in one of our global centers or client facilities! Work-Life Balance:GlobalLogic prioritizes work-life balance, which is why we offer flexible work schedules and opportunities to work from home. Professional Development:We provide continuing education classes, professional certification and training (technical, soft skills, language, and communication skills) to help you realize your professional goals. Being part of a global organization, there are additional learning opportunities through international knowledge exchanges. Excellent Benefits:We provide our employees with competitive salaries, health and life insurance, short-term and long-term disability insurance, a matched contribution 401K plan, flexible spending accounts, and PTO and holidays

About GlobalLogic

GlobalLogic is a digital product engineering company that provides software development, design, and consulting services to businesses in various industries. The company was founded in 2000 and is headquartered in San Jose, California. GlobalLogic has over 20,000 employees in 14 countries and has worked with over 400 clients, including many Fortune 500 companies. The company's services include product engineering, digital transformation, and customer experience design. GlobalLogic is committed to delivering innovative solutions that help its clients stay ahead of the competition.
Learn more about GlobalLogic
Size
20,000 employees
Industry
Founded
2000

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