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Perception Algorithm Engineer information

See Ashburn, VA salary details

$60.8K

$114.2K

$207.6K

How much do perception algorithm engineer jobs pay per year?

As of Jul 3, 2026, the average yearly pay for perception algorithm engineer in Ashburn, VA is $114,155.00, according to ZipRecruiter salary data. Most workers in this role earn between $82,300.00 and $135,500.00 per year, depending on experience, location, and employer.

What are the key skills and qualifications needed to thrive as a Perception Algorithm Engineer, and why are they important?

To thrive as a Perception Algorithm Engineer, you need a strong background in computer vision, machine learning, and programming (typically C++ or Python), often supported by a degree in computer science, robotics, or a related field. Familiarity with tools like TensorFlow, PyTorch, OpenCV, and ROS, as well as experience with sensor data (e.g., LiDAR, cameras), is crucial. Strong analytical thinking, problem-solving abilities, and effective teamwork are standout soft skills for this role. These skills are vital to develop robust perception systems that enable autonomous vehicles and robots to interpret and interact safely with complex real-world environments.

What is a Perception Algorithm Engineer?

A Perception Algorithm Engineer is a professional who develops algorithms that enable machines—such as autonomous vehicles or robots—to interpret and understand sensory data from their environment. This typically involves processing data from cameras, lidar, radar, and other sensors to identify objects, track movement, and understand surroundings. Perception Algorithm Engineers work with computer vision, sensor fusion, and machine learning techniques to create reliable and efficient perception systems. Their work is crucial in making machines aware of their surroundings and enabling them to respond appropriately. They often collaborate with hardware, software, and robotics teams to integrate their algorithms into real-world applications.

What are some common challenges faced by Perception Algorithm Engineers when integrating their solutions into autonomous systems?

Perception Algorithm Engineers often encounter challenges when ensuring their algorithms perform reliably in diverse real-world environments, such as varying lighting, weather conditions, and sensor noise. Integrating algorithms with hardware requires close collaboration with robotics and systems engineering teams to optimize performance and latency. Additionally, balancing accuracy with computational efficiency is crucial, as perception modules must run in real time on embedded systems. Addressing these challenges involves rigorous testing, continuous model improvement, and effective cross-functional communication.
What are popular job titles related to Perception Algorithm Engineer jobs in Ashburn, VA? For Perception Algorithm Engineer jobs in Ashburn, VA, the most frequently searched job titles are:
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Perception Algorithm Engineer jobs near you
Robotics Expert/Advisor

Robotics Expert/Advisor

Seneca Resources Company, LLC

Washington, DC • On-site

Contractor

Medical, Dental, Vision, Retirement

Posted 25 days ago

Job description

Position Title: Robotics Expert/Advisor
Location: Washington, DC (On-Site)
Clearance Requirements: None
Position Description:
Join a pioneering team as a Senior Robotics Expert/Advisor, leading the development and integration of next-generation humanoid robotic systems. This role involves guiding multidisciplinary teams across AI, controls, mechatronics, autonomy, and simulation to build robust, human-interactive embodied AI platforms. You will oversee end-to-end system design, hardware integration, and AI deployment, ensuring high-quality, scalable robotics solutions.
Responsibilities include developing locomotion, manipulation, perception systems, and sensor integration; driving simulation-to-real transfers; and optimizing real-time robotic software using ROS/ROS2, C++, and Python. Lead efforts in sensor fusion, navigation, and control algorithms to deliver advanced humanoid robots capable of operating in complex environments.
If you are a visionary leader with extensive experience in robotics engineering and a passion for pushing technological boundaries, this opportunity is ideal for you.
Top Requirements:
  • 10+ years of experience in robotics engineering, including control systems, kinematics, and sensor fusion
  • Proficiency in C++, Python, ROS/ROS2, and high-fidelity simulation tools (Gazebo, Isaac Sim, MuJoCo)
  • Strong leadership skills with experience managing cross-functional engineering teams and translating research into deployable systems
  • Advanced knowledge of humanoid robots, locomotion, and embodied AI systems
  • Experience with reinforcement learning, simulation, and real-world robot deployment
  • Excellent communication skills for technical and executive audiences

About Seneca Resources
At Seneca Resources, we are more than just a staffing and consulting firm; we are a trusted career partner. With offices across the U.S. and clients ranging from Fortune 500 companies to government organizations, we provide opportunities that help professionals grow their careers while making an impact.
When you work with Seneca, you're choosing a company that invests in your success, celebrates your achievements, and connects you to meaningful work with leading organizations nationwide. We take the time to understand your goals and match you with roles that align with your skills and career path. Our consultants and contractors enjoy competitive pay, comprehensive health, dental, and vision coverage, 401(k) retirement plans, and the support of a dedicated team who will advocate for you every step of the way.
Seneca Resources is proud to be an Equal Opportunity Employer, committed to fostering a diverse and inclusive workplace where all qualified individuals are encouraged to apply.

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