WI · On-site
$90 - $130/hr
Develop code, models, perception, and sensory data strategies for ML/AI software projects ... Applied knowledge of Data Science, Data Structure & Algorithms * Experience with GIT-based ...
New
WI · On-site
$90 - $130/hr
Develop code, models, perception, and sensory data strategies for ML/AI software projects ... Applied knowledge of Data Science, Data Structure & Algorithms * Experience with GIT-based ...
New
WI · On-site
$100.03 - $158.24/hr
You have a deep technical proficiency in algorithms. * You have shown your ability to understand ... gender perception or identity, national origin, age, marital status, protected veteran status ...
New
WI · On-site
$100.03 - $158.24/hr
You have a deep technical proficiency in algorithms. * You have shown your ability to understand ... gender perception or identity, national origin, age, marital status, protected veteran status ...
New
WI · On-site
$170 - $230/hr
Contribute directly to development and optimization of computer vision algorithms for real-time ... Evidence of successfully owning a technical roadmap or planning process for a perception, autonomy ...
New
WI · On-site
$170 - $230/hr
Contribute directly to development and optimization of computer vision algorithms for real-time ... Evidence of successfully owning a technical roadmap or planning process for a perception, autonomy ...
New
Perception Algorithm Engineer information
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 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 are popular job titles related to Perception Algorithm Engineer jobs in Wisconsin?
For Perception Algorithm Engineer jobs in Wisconsin, the most frequently searched job titles are:
What job categories do people searching Perception Algorithm Engineer jobs in Wisconsin look for?
The top searched job categories for Perception Algorithm Engineer jobs in Wisconsin are:
What cities in Wisconsin are hiring for Perception Algorithm Engineer jobs?
Cities in Wisconsin with the most Perception Algorithm Engineer job openings:
$90 - $130/hr
Other
Posted yesterday
New
Job description
Software Engineer/Developer (ML/AI Focused)
#J-18808-LjbffrPURPOSE and SCOPE:
We are looking for passionate Engineers with a desire to develop the next generation of productive harvesting equipment!
You need to be ready to participate within a team environment in the development and the continuous improvement of innovative, market leading product designs. Team compositions vary and change, but consistently involve multiple engineers, technologists, team leaders, prototype shop and test personnel. There are also cross functional interactions with supply chain, marketing, product support, publications, manufacturing, and other specialists.
RESPONSIBILITIES:
Participation as a team member in all team project activities as identified, including but not limited to:
- Develop code, models, perception, and sensory data strategies for ML/AI software projects
- Programming/Software Development as the core function of this role focused in ML/AI systems
- Responsible for code documentation process, code revision & repository process
- Review and provide software spec improvements or maintenance for complex subsystems
- Assist in development and implementation of validation plans (unit testing, Hardware-in-Loop HIL, Software-in-Loop SIL, Design Verification Testing DVT)
- Component, subsystem, system designs to meet set objectives of performance, cost, durability
- Review and take appropriate action to all daily test reports
- Support current product design engineering, improve product and service-related publications
- Experience in project planning, vendor selection & development of risk assessments would be an asset
- Up to 10% of year travelling
- Continuous learning of MacDon and competitive products
QUALIFICATIONS:
Education and Experience
- Graduate of an accredited Engineering, Technology and/or Computer Science program
Skills and Knowledge
- Strong C++ and Python development skills.
- Experience with Computer Vision and Machine Learning Toolchains; Linux Environment, Docker, AWS, and Sagemaker
- Applied knowledge of Data Science, Data Structure & Algorithms
- Experience with GIT-based repositories (GitHub, GitLab, etc.)and CI/CD pipelines
- Familiarity of robotics framework such as ROS/ROS2.
- Understanding of electronics and electronic controllers, electrical theory, electrical schematics and ability to troubleshoot electrical systems would be a large asset
- Knowledge in the following protocols/standards: J1939, MISRA-C, ISOBUS, ISO25119 (ISO26262), Ethernet and TCP/IP, UDP would be an asset
- Experience with electrical, mechanical, and hydraulic systems on off-road heavy equipment would be an asset
- Other assets; good understanding of memory management, MS Office products, understanding the use of data structures and algorithms, and experience with Doxygen documentation
About MacDon Industries
Sourced by ZipRecruiter
Industry
Manufacturing
Company size
1,001 - 5,000 Employees
Headquarters location
Winnipeg, MB, CA