... perception, planning, control, and actuation, ensuring proper functionality of the end-to-end ... control algorithms and real vehicle response, including performance under safety-critical and ...
... perception, planning, control, and actuation, ensuring proper functionality of the end-to-end ... control algorithms and real vehicle response, including performance under safety-critical and ...
Data Scientist
New Bremen, OH · Remote
Albatross At Albatross, we're building the second pillar of AI: a perception layer that understands ... Engineers to translate product and customer needs into scalable ML solutions. More specifically ...
Data Scientist
New Bremen, OH · Remote
Albatross At Albatross, we're building the second pillar of AI: a perception layer that understands ... Engineers to translate product and customer needs into scalable ML solutions. More specifically ...
Leads the development of computational algorithms for analyzing biological data. Supports the needs ... Must have excellent verbal and written communication skills to collaborate with developers ...
Leads the development of computational algorithms for analyzing biological data. Supports the needs ... Must have excellent verbal and written communication skills to collaborate with developers ...
Leads the development of computational algorithms for analyzing biological data. Supports the needs ... Must have excellent verbal and written communication skills to collaborate with developers ...
Leads the development of computational algorithms for analyzing biological data. Supports the needs ... Must have excellent verbal and written communication skills to collaborate with developers ...
Implement machine learning algorithms to enhance predictive maintenance and reduce downtime8Train ... Ability to speak effectively and interact with other team members, engineers, leadership and ...
Implement machine learning algorithms to enhance predictive maintenance and reduce downtime8Train ... Ability to speak effectively and interact with other team members, engineers, leadership and ...
Perception Algorithm Engineer information
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 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 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.
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What job categories do people searching Perception Algorithm Engineer jobs in Ohio look for? The top searched job categories for Perception Algorithm Engineer jobs in Ohio are:
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Test Engineer - Autonomous Driving Platform Integration & Validation
TRANSPORTATION RESEARCH CENTER INC.East Liberty, OH
Other
Posted 26 days ago
Job description
Position Description: Purpose
Test Engineer – Autonomous Driving Platform Integration & Validation
We are hiring Test Engineers across Junior and Senior levels to support the validation of autonomous driving systems, which includes motion control, vehicle dynamics, and full autonomous stack integration. The level of responsibility will scale with experience, from test execution support to leading end-to-end validation strategies.
In this role, test engineers will test and validate ADAS and self-driving systems, including perception, planning, control, and actuation, ensuring proper functionality of the end-to-end autonomy stack across both simulation and vehicle environments. The role involves designing and executing test cases for motion control systems, while evaluating vehicle dynamics performance and responsiveness.
Test Engineers will validate and analyze actuation systems including propulsion (powertrain/drive torque), braking, and steering, ensuring coordinated and safe vehicle behavior, and assess the interaction between control algorithms and real vehicle response, including performance under safety-critical and corner-case scenarios.
Additionally, the role includes performing system-level integration testing across sensors, ECUs, and actuators, validating sensor fusion outputs and downstream control decisions. Engineers will debug issues across software, hardware, and vehicle integration layers while ensuring traceability between requirements through end-end validation. Test Engineers will also conduct scenario-based validation for autonomous systems and correlate results between simulation environments and vehicle-level testing to ensure consistency, accuracy, and real-world performance alignment.
Essential Functions
Learn customer test objectives, ensure test objectives are well defined, and communicate objectives to test teams
Design test plans and verification strategies based on system requirements and customers’ needs
Identify missing or untestable requirements, gaps in design and incomplete implementation
Analyze data and interpret results
Debug and resolve test-related failures and contribute to the root cause analysis of system-related failures
Manage project priorities, define tasks, and coordinate activities, deliverables, schedules
Develop novel approaches to evaluate the system
Develop and improve processes that increase operational efficiency of test execution
Communicate results and test status and provide concise test reports
Provide technical guidance to the test team
Apply policies, procedures, standards, code of conduct throughout including taking responsibility for the safety of self and others during testing
Communicate test plans, proposals, non-conformances, and project status to internal and external customers
*TRC Inc. is an equal employment opportunity employer and is willing to make a change or adjustment to a job or work environment that allows a qualified individual with a disability to satisfactorily perform the essential functions of a particular job.
**Nothing in this job description restricts management’s right to assign or reassign duties and responsibilities to this job at any time.
Other Duties and Responsibilities (Non-Essential Functions)
Manage project budgets
Make independent and competent technical decisions
Present proposals and report test results before customer representatives
Attend professional society and technical committee meetings
Write technical reports
Accomplish technical projects with little supervision
Manage and monitor the progress and budget of multiple projects
Write final reports with little to no supervision
Support TRC Inc.’s Quality and EH&S (Environmental, Health, and Safety) efforts
Improve the quality and coverage of the verification of a system
Build new processes that improve organization, traceability and clarity
Develop new tools that improve the repeatability, efficiency or completeness of testing (e.g. building automation scripts to reduce schedule time and human resources in particular for recurring tests)
Create new test frameworks and capabilities, including simulation based, hardware in the loop, or other methods
Understanding CAN, Flexray Networks or Communication Protocols
Identify missing or untestable requirements, gaps in design and incomplete implementation
Build dashboards and other visualizations within existing toolsets to make it easier for all stakeholders to interpret test results.
Support development and execution of training for test teamQualifications
Bachelor’s degree in engineering is required
2+ years technical testing and system validation experience or other equivalent technical experience preferred
Demonstrated experience with data acquisition systems and instrumentation
Demonstrated experience managing vehicle test programs preferred
Demonstrated experience with system engineering principles such as defining requirements and formal verification and validation methods
Test scripting understanding/execution for in-vehicle test automation (including C/C++, Python, Matlab/Simulink)In-depth knowledge of vehicle systems and subsystemsStrong problem-solving capabilities, good attention to detail, organization skills and ability to think systemically
Excellent written & verbal communication skills, including a demonstrated ability to communicate technical information concisely and effectively
n-depth knowledge of computers including work processing and data analysis software
Proficient in technical report writing
Advanced project management skills preferred
Demonstrated ability to multi-task and work independently in a fast-paced, changing environment
Flexibility with work hours during busy test periods. Must be willing to work evenings and weekends as needed - including AM and PM shifts.
Travel to off-site customers and testing sites (< 20%) is required
Ability to complete and pass all internal, position specific job and safety trainings required
Valid state DMV issued or valid foreign country issued driver’s licenseWorking conditions
Standard office, climate controlled environment
Some travel is required
May be exposed to temperatures below 0 degree and above 95 degrees
May be exposed to inclement weather
May be exposed to hazardous chemicals, such as gas, oil, and paint
Physical requirements
Must be able to remain in a stationary position for an extended period of time
Ability to operate a computer and other office equipment
Ability to communicate with customers and co-workers
Capable of positioning one’s self into bending, stretching, climbing, or awkward positions
Test Engineer – Autonomous Driving Platform Integration & Validation
We are hiring Test Engineers across Junior and Senior levels to support the validation of autonomous driving systems, which includes motion control, vehicle dynamics, and full autonomous stack integration. The level of responsibility will scale with experience, from test execution support to leading end-to-end validation strategies.
In this role, test engineers will test and validate ADAS and self-driving systems, including perception, planning, control, and actuation, ensuring proper functionality of the end-to-end autonomy stack across both simulation and vehicle environments. The role involves designing and executing test cases for motion control systems, while evaluating vehicle dynamics performance and responsiveness.
Test Engineers will validate and analyze actuation systems including propulsion (powertrain/drive torque), braking, and steering, ensuring coordinated and safe vehicle behavior, and assess the interaction between control algorithms and real vehicle response, including performance under safety-critical and corner-case scenarios.
Additionally, the role includes performing system-level integration testing across sensors, ECUs, and actuators, validating sensor fusion outputs and downstream control decisions. Engineers will debug issues across software, hardware, and vehicle integration layers while ensuring traceability between requirements through end-end validation. Test Engineers will also conduct scenario-based validation for autonomous systems and correlate results between simulation environments and vehicle-level testing to ensure consistency, accuracy, and real-world performance alignment.
Essential Functions
Learn customer test objectives, ensure test objectives are well defined, and communicate objectives to test teams
Design test plans and verification strategies based on system requirements and customers’ needs
Identify missing or untestable requirements, gaps in design and incomplete implementation
Analyze data and interpret results
Debug and resolve test-related failures and contribute to the root cause analysis of system-related failures
Manage project priorities, define tasks, and coordinate activities, deliverables, schedules
Develop novel approaches to evaluate the system
Develop and improve processes that increase operational efficiency of test execution
Communicate results and test status and provide concise test reports
Provide technical guidance to the test team
Apply policies, procedures, standards, code of conduct throughout including taking responsibility for the safety of self and others during testing
Communicate test plans, proposals, non-conformances, and project status to internal and external customers
*TRC Inc. is an equal employment opportunity employer and is willing to make a change or adjustment to a job or work environment that allows a qualified individual with a disability to satisfactorily perform the essential functions of a particular job.
**Nothing in this job description restricts management’s right to assign or reassign duties and responsibilities to this job at any time.
Other Duties and Responsibilities (Non-Essential Functions)
Manage project budgets
Make independent and competent technical decisions
Present proposals and report test results before customer representatives
Attend professional society and technical committee meetings
Write technical reports
Accomplish technical projects with little supervision
Manage and monitor the progress and budget of multiple projects
Write final reports with little to no supervision
Support TRC Inc.’s Quality and EH&S (Environmental, Health, and Safety) efforts
Improve the quality and coverage of the verification of a system
Build new processes that improve organization, traceability and clarity
Develop new tools that improve the repeatability, efficiency or completeness of testing (e.g. building automation scripts to reduce schedule time and human resources in particular for recurring tests)
Create new test frameworks and capabilities, including simulation based, hardware in the loop, or other methods
Understanding CAN, Flexray Networks or Communication Protocols
Identify missing or untestable requirements, gaps in design and incomplete implementation
Build dashboards and other visualizations within existing toolsets to make it easier for all stakeholders to interpret test results.
Support development and execution of training for test teamQualifications
Bachelor’s degree in engineering is required
2+ years technical testing and system validation experience or other equivalent technical experience preferred
Demonstrated experience with data acquisition systems and instrumentation
Demonstrated experience managing vehicle test programs preferred
Demonstrated experience with system engineering principles such as defining requirements and formal verification and validation methods
Test scripting understanding/execution for in-vehicle test automation (including C/C++, Python, Matlab/Simulink)In-depth knowledge of vehicle systems and subsystemsStrong problem-solving capabilities, good attention to detail, organization skills and ability to think systemically
Excellent written & verbal communication skills, including a demonstrated ability to communicate technical information concisely and effectively
n-depth knowledge of computers including work processing and data analysis software
Proficient in technical report writing
Advanced project management skills preferred
Demonstrated ability to multi-task and work independently in a fast-paced, changing environment
Flexibility with work hours during busy test periods. Must be willing to work evenings and weekends as needed - including AM and PM shifts.
Travel to off-site customers and testing sites (< 20%) is required
Ability to complete and pass all internal, position specific job and safety trainings required
Valid state DMV issued or valid foreign country issued driver’s licenseWorking conditions
Standard office, climate controlled environment
Some travel is required
May be exposed to temperatures below 0 degree and above 95 degrees
May be exposed to inclement weather
May be exposed to hazardous chemicals, such as gas, oil, and paint
Physical requirements
Must be able to remain in a stationary position for an extended period of time
Ability to operate a computer and other office equipment
Ability to communicate with customers and co-workers
Capable of positioning one’s self into bending, stretching, climbing, or awkward positions
About Transportation Research Center
Sourced by ZipRecruiter
Industry
Motor vehicle manufacturing
Company size
501 - 1,000 Employees
Headquarters location
East Liberty, OH, US
Year founded
1972