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Internship Perception Engineer Jobs in Florida (NOW HIRING)

This can include coop or internship assignments - 2 years in an Industrial Engineering or ... perception and the ability to adjust focus. Penske is an Equal Opportunity Employer. About Us About ...

This can include coop or internship assignments - 2 years in an Industrial Engineering or ... perception and the ability to adjust focus. Penske is an Equal Opportunity Employer.

This can include coop or internship assignments - 2 years in an Industrial Engineering or ... perception and the ability to adjust focus. Penske is an Equal Opportunity Employer.

Internship Perception Engineer information

What is an internship perception engineer?

An Internship Perception Engineer is a student or recent graduate who works on developing and improving perception systems, often within the fields of robotics, autonomous vehicles, or computer vision. Their responsibilities typically include processing sensor data (like cameras, LiDAR, or radar), developing algorithms for object detection and tracking, and contributing to machine learning models that help machines understand their environment. These internships offer hands-on experience with cutting-edge technologies and exposure to real-world engineering challenges. Interns usually work under the guidance of experienced engineers and may collaborate with teams across hardware, software, and research.

What types of projects does an internship perception engineer typically work on, and how do these contribute to the overall goals of the engineering team?

Internship Perception Engineers usually work on projects involving data collection, algorithm development, and sensor integration to help machines interpret their environments. These projects can include tasks like annotating sensor data, testing perception models (such as object detection or tracking), or supporting the deployment of perception systems in real-world scenarios. By contributing to these projects, interns help the team improve the accuracy and reliability of perception solutions, which are essential for applications like autonomous vehicles or robotics. Interns often collaborate closely with senior engineers and cross-functional teams, gaining hands-on experience and exposure to state-of-the-art technologies.

What are the key skills and qualifications needed to thrive as an internship perception engineer, and why are they important?

To thrive as an Internship Perception Engineer, you need a solid background in computer vision, machine learning, and programming languages such as Python or C++, often supported by coursework in robotics or artificial intelligence. Familiarity with tools like ROS, OpenCV, TensorFlow, and experience working with sensor data (e.g., LiDAR, cameras) are typically required. Strong problem-solving abilities, teamwork, and effective communication set top candidates apart in collaborative, research-driven environments. These skills are crucial for developing and integrating advanced perception algorithms that enable autonomous systems to interpret and interact with their surroundings.

What is the difference between Internship Perception Engineer vs Perception Engineer?

AspectInternship Perception EngineerPerception Engineer
Required CredentialsTypically pursuing or recently completed relevant degree (e.g., Computer Science, AI)Bachelor's or higher in related field, with experience preferred
Work EnvironmentInternship setting, learning-focused, entry-level tasksFull-time professional role, responsible for perception system development
Employer & Industry UsageInternship programs in tech companies, research labsEstablished companies in autonomous vehicles, robotics, AI
Search & Comparison IntentUnderstanding entry-level roles, internships, career pathProfessional expertise, career advancement, project responsibilities

In summary, an Internship Perception Engineer is an entry-level role designed for students or recent graduates gaining experience in perception systems, while a Perception Engineer is a full-time professional responsible for developing and maintaining perception algorithms in industry settings.

What are the most commonly searched types of Perception Engineer jobs in Florida?

The most popular types of Perception Engineer jobs in Florida are:

What cities in Florida are hiring for Internship Perception Engineer jobs?

Cities in Florida with the most Internship Perception Engineer job openings:

Infographic showing various Internship Perception Engineer job openings in Florida as of August 2026, with employment types broken down into 73% Full Time, and 27% Temporary. Highlights an 100% In-person job distribution.

Test Engineer - Autonomous Marine Controls

Melbourne, FL

Full-time

Posted 22 days ago


Job description

Summary: 

This role will support engineering test and development activities.

Responsibilities:

  • Bring up the autonomy software stack on the vessel: build, deploy, and configure the onboard software (containerized deployment via Docker) 
  • Plan and execute structured field tests of autonomy behaviors - navigation, perception, control, and sensor integration - across both simulation (SITL) and on-water 
  • Operate the system on the water: pre-mission checkouts, launch and recovery support, live runs, and routine data-collection campaigns 
  • Own data logging, telemetry monitoring, visualization, and replay (rosbag, RViz); ensure data integrity for post-test analysis 
  • Diagnose and troubleshoot autonomy, networking, and onboard software issues in real time during test events 
  • Perform first-line data reduction and analysis; produce test reports, debriefs, and demonstrations 
  • Contribute to issue triage and root-cause analysis after field anomalies, and feed findings back to the development team 
  • Build and improve the tooling, test automation, and data pipelines that make field testing faster and more repeatable 
  • Develop a working understanding of the vehicle's hardware and software as an integrated system 
  • Coordinate on-water with the marine test team and remotely with the development team 
  • Travel to client/ test sites required.

Qualifications:

  • Bachelor's degree in Engineering or Computer Science and 1 year of relevant internship experience. 
  • Hands-on ROS 2 experience (nodes, topics, launch files, bags); able to debug a live stack 
  • Strong Linux command-line proficiency and software debugging
  • Docker - build, run, and troubleshoot containers 
  • Able to independently bring up, build, deploy, run, and test software on hardware in the field - with remote support, but not constant supervision 
  • Basic data analysis and visualization (e.g., Python and plotting tools; RViz) 
  • Clear technical writing and reporting 
  • Comfortable working on the water and dockside; able to meet basic fitness-for-water requirements (swim, lift to ~50 lbs, extended time on the water) 
  • Demonstrated self-driven building - a personal robotics project, an open-source contribution, a competition/club robot, or similar evidence of building on your own initiative 
  • Marine / boating familiarity; comfort on small craft