ADAS Perception Algorithm Engineer - Ford Motor Company
Madison, WI
About the Job
In this position...
We are seeking an individual who can contribute to our efforts in Software and Algorithm development. This position is focused on developing perception applications for ADAS features. You will be applying engineering principles and analytical techniques in support of delivering Computer Vision, Artificial Intelligence, Machine Learning, and deploying embedded software on target hardware.
What you'll do…
+ Contribute to a team responsible for the embedded software and algorithms for sensing applications on the current/future ECU.
+ Develop and test perception algorithms and applications such as computer vision, object detection, and Artificial Intelligence and Machine Learning
+ Assist the perception software developers in deploying applications on target hardware
+ Collaborate with feature owners, other algorithm and function owners, and software architects to design, develop, and deliver holistic sensing functions.
+ Support the development/maintenance of test environments and simulation tools to support AI/ML methods within and out of the immediate team
+ Help the team and feature owners understand and break down the performance of the perception systems and applications via analytical methods and help with designing sign-off key performance indicators.
+ Conduct and help validation team with root cause analysis activities
+ Work with the HIL/SIL teams to establish procedures to reduce dependence on vehicle level testing
+ Understand Feature requirements and FMEAs to develop and implement software and algorithm requirements.
+ Be part a team that delivers with Agile methodologies with established software development processes.
+ Develop/support high quality documentation for perception algorithms and their design, training, validation, and testing.
You'll have…
+ Bachelor's Degree in Electrical Engineering, Mechanical Engineering, Aerospace Engineering, Computer Science or a related field
+ 2+ years of experience (working or academic) with Matlab, C++ and/or Python
+ 1+ year of experience (working or academic) in development/implementation of machine learning, artificial intelligence and/or computer vision techniques
+ 1+ year of experience (working or academic) developing embedded control software
Even better, you may have…
+ Master’s Degree in Electrical Engineering, Mechanical Engineering, Aerospace Engineering, Computer Science or a related field
+ 5+ years of experience in vision processing techniques, and/or AI/ML.
+ 5+ years of experience in embedded software development for real time control systems.
+ 5+ years of experience with Agile software development processes
+ Understanding of ISP algorithms, human vision system and image quality metrics
+ Familiarity with open-source vision, sensor fusion and machine learning frameworks (OpenCV, ROS, TensorFlow, PyTorch, Caffe2, scikit-learn)
+ Familiarity with Git, GitHub, Jira, and Agile Methods
+ Simulating vision and/or Lidar sensors for algorithm training, validation and testing
+ Ability to interpret Simulink, C/C++, and Python to aid in issue resolution
+ Experience with using hardware in the loop (HIL) systems and with test bench setup
+ Some experience with collection and analysis of data for driver assistance technologies
+ Excellent communication skills, both vertically and horizontally within the organization written and verbal
You may not check every box, or your experience may look a little different from what we've outlined, but if you think you can bring value to Ford Motor Company, we encourage you to apply!
As an established global company, we offer the benefit of choice. You can choose what your Ford future will look like: will your story span the globe, or keep you close to home? Will your career be a deep dive into what you love, or a series of new teams and new skills? Will you be a leader, a changemaker, a technical expert, a culture builder…or all of the above? No matter what you choose, we offer a work life that works for you, including:
• Immediate medical, dental, and prescription drug coverage
• Flexible family care, parental leave, new parent ramp-up programs, subsidized back-up child care and more
• Vehicle discount program for employees and family members, and management leases
• Tuition assistance
• Established and active employee resource groups
• Paid time off for individual and team community service
• A generous schedule of paid holidays, including the week between Christmas and New Year’s Day
• Paid time off and the option to purchase additional vacation time.
For a detailed look at our benefits, click here:
https://fordcareers.co/GSR-HTHD
This position is a salary grade 7.
Visa sponsorship is available for this position.
Candidates for positions with Ford Motor Company must be legally authorized to work in the United States. Verification of employment eligibility will be required at the time of hire.
We are an Equal Opportunity Employer committed to a culturally diverse workforce. All qualified applicants will receive consideration for employment without regard to race, religion, color, age, sex, national origin, sexual orientation, gender identity, disability status or protected veteran status. In the United States, if you need a reasonable accommodation for the online application process due to a disability, please call 1-888-336-0660.
#LI-Remote
Requisition ID : 34545
We are seeking an individual who can contribute to our efforts in Software and Algorithm development. This position is focused on developing perception applications for ADAS features. You will be applying engineering principles and analytical techniques in support of delivering Computer Vision, Artificial Intelligence, Machine Learning, and deploying embedded software on target hardware.
What you'll do…
+ Contribute to a team responsible for the embedded software and algorithms for sensing applications on the current/future ECU.
+ Develop and test perception algorithms and applications such as computer vision, object detection, and Artificial Intelligence and Machine Learning
+ Assist the perception software developers in deploying applications on target hardware
+ Collaborate with feature owners, other algorithm and function owners, and software architects to design, develop, and deliver holistic sensing functions.
+ Support the development/maintenance of test environments and simulation tools to support AI/ML methods within and out of the immediate team
+ Help the team and feature owners understand and break down the performance of the perception systems and applications via analytical methods and help with designing sign-off key performance indicators.
+ Conduct and help validation team with root cause analysis activities
+ Work with the HIL/SIL teams to establish procedures to reduce dependence on vehicle level testing
+ Understand Feature requirements and FMEAs to develop and implement software and algorithm requirements.
+ Be part a team that delivers with Agile methodologies with established software development processes.
+ Develop/support high quality documentation for perception algorithms and their design, training, validation, and testing.
You'll have…
+ Bachelor's Degree in Electrical Engineering, Mechanical Engineering, Aerospace Engineering, Computer Science or a related field
+ 2+ years of experience (working or academic) with Matlab, C++ and/or Python
+ 1+ year of experience (working or academic) in development/implementation of machine learning, artificial intelligence and/or computer vision techniques
+ 1+ year of experience (working or academic) developing embedded control software
Even better, you may have…
+ Master’s Degree in Electrical Engineering, Mechanical Engineering, Aerospace Engineering, Computer Science or a related field
+ 5+ years of experience in vision processing techniques, and/or AI/ML.
+ 5+ years of experience in embedded software development for real time control systems.
+ 5+ years of experience with Agile software development processes
+ Understanding of ISP algorithms, human vision system and image quality metrics
+ Familiarity with open-source vision, sensor fusion and machine learning frameworks (OpenCV, ROS, TensorFlow, PyTorch, Caffe2, scikit-learn)
+ Familiarity with Git, GitHub, Jira, and Agile Methods
+ Simulating vision and/or Lidar sensors for algorithm training, validation and testing
+ Ability to interpret Simulink, C/C++, and Python to aid in issue resolution
+ Experience with using hardware in the loop (HIL) systems and with test bench setup
+ Some experience with collection and analysis of data for driver assistance technologies
+ Excellent communication skills, both vertically and horizontally within the organization written and verbal
You may not check every box, or your experience may look a little different from what we've outlined, but if you think you can bring value to Ford Motor Company, we encourage you to apply!
As an established global company, we offer the benefit of choice. You can choose what your Ford future will look like: will your story span the globe, or keep you close to home? Will your career be a deep dive into what you love, or a series of new teams and new skills? Will you be a leader, a changemaker, a technical expert, a culture builder…or all of the above? No matter what you choose, we offer a work life that works for you, including:
• Immediate medical, dental, and prescription drug coverage
• Flexible family care, parental leave, new parent ramp-up programs, subsidized back-up child care and more
• Vehicle discount program for employees and family members, and management leases
• Tuition assistance
• Established and active employee resource groups
• Paid time off for individual and team community service
• A generous schedule of paid holidays, including the week between Christmas and New Year’s Day
• Paid time off and the option to purchase additional vacation time.
For a detailed look at our benefits, click here:
https://fordcareers.co/GSR-HTHD
This position is a salary grade 7.
Visa sponsorship is available for this position.
Candidates for positions with Ford Motor Company must be legally authorized to work in the United States. Verification of employment eligibility will be required at the time of hire.
We are an Equal Opportunity Employer committed to a culturally diverse workforce. All qualified applicants will receive consideration for employment without regard to race, religion, color, age, sex, national origin, sexual orientation, gender identity, disability status or protected veteran status. In the United States, if you need a reasonable accommodation for the online application process due to a disability, please call 1-888-336-0660.
#LI-Remote
Requisition ID : 34545
Source : Ford Motor Company