Autonomous Perception Solutions Expert

6 days ago


Austin, Texas, United States Saronic Full time

Salary Range: $120,000 - $180,000 per year

Job Description:

Design and Implement Perception Systems

We are seeking an experienced Perception Engineer to design, develop, and implement perception systems for our autonomous surface vessels. The ideal candidate will apply expertise in computer vision, machine learning, and sensor fusion to create robust perception solutions.

Key Responsibilities:

  • Develop and Optimize Computer Vision Algorithms: Develop and optimize computer vision algorithms for object detection, classification, tracking, and scene understanding.
  • Integrate Sensor Data: Integrate data from cameras, LiDAR, radar, and GPS for comprehensive perception system.
  • Implement Real-Time Data Processing Pipelines: Implement real-time data processing pipelines for rapid perception feedback.
  • Collaborate on Data Annotation: Collaborate on data annotation for perception algorithm training and validation.
  • Optimize Perception Algorithms: Optimize perception algorithms for efficient use of resources.
  • Conduct Extensive Testing: Conduct extensive testing and validation in simulated and real-world environments.
  • Maintain Documentation: Maintain documentation of perception software.
  • Collaborate with Multidisciplinary Teams: Collaborate with multidisciplinary teams on integration and improvement of perception systems.

Qualifications:

  • Proficiency in Programming Languages: Proficiency in Python, C++, CUDA, and Rust.
  • Familiarity with Deep Learning Frameworks: Familiarity with deep learning frameworks (TensorFlow, PyTorch).
  • Understanding of Filters: Understanding of various filters and their applications.
  • Experience in Autonomous Projects: Experience in maritime or autonomous vehicle projects or signals processing, sensor fusion, and low latency inference.

Benefits:

At Saronic, we offer a competitive salary range of $120,000 - $180,000 per year, depending on experience, as well as opportunities for professional growth and development.



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