Adv Active Safety ML Engineer

Control Tec Kokomo , IN 46901

Posted 3 months ago

SHAPE THE FUTURE OF MOBILITY FROM DAY ONE.

This position is part of our Advanced Safety & User Experience segment and is located in Kokomo, IN.

Summary:

The Senior ML Software Engineer will be contributing to the development of Autonomous/ADAS/AD/HAD/Active Safety Projects.

If you have experience in, or a drive to learn technologies such as, Radar, Tracking, ACC, LiDAR, Vehicle Controls, Sensor Fusion, Blind Spot Detection, etc.

Responsibilities:

  • The software engineer develops software, creates and executes designs for new functionality, or enhances existing functionality for projects such as; Next generation automotive radars, tracking and sensor fusion algorithms, features like ACC, FCW/AEB, Vehicle Controls, Blind Spot Detection, etc.

  • Efficiently implement artificial intelligence (AI) focused perception systems on target hardware.

  • Implement, integrate and verify ML on target hardware accelerators.

  • Test software using debuggers, emulators and simulators; perform software quality assurance activities; write unit and integration tests and work collaboratively and professionally with other teams within the project.

  • Knowledge of safety-systems, ISO26262, ASIL A-D an advantage.

  • Collaborates and adds value through participation in peer code reviews, providing comments and suggestions.

  • Performs technical root cause analysis and outlines corrective action for given problems.

  • Serves as a mentor to less experienced software engineers.

  • Demonstrates mastery of software engineering tools (configuration management systems, build processes, debuggers, emulators, simulators and logic analyzers).

  • Work with algorithm experts and software / systems developers in Agile workflow.

Must Haves (Basic Qualifications)

  • Bachelor's degree in a Technical Discipline.

  • Fluent in modern programming languages, such as C/C++, Python, Rust.

  • Experience with deep learning and other modern machine learning methods.

  • 4+ years of experience in embedded ML software design and development.

  • 2+ years of experience with embedded systems for signal processing and machine learning.

Nice to Haves (Preferred Qualifications)

  • Multi core/processor system implementation knowledge and experience, including on processors from NXP, TI, Infineon, etc.

  • Experience with deep learning toolkits like Theano, Tensor Flow, etc.

  • Experience in developing simulations and working with ROS

  • Experience with ML acceleration - compression, quantization pruning etc.

  • Experience on memory management, memory optimizations, performance measurement and tuning

  • Demonstrates mastery of software engineering tools (configuration management systems, build processes, debuggers, emulators, simulators and logic analyzers).

  • Digital Signal Processing experience

  • Hardware accelerator experience

  • Embedded Development experience in Radar or other perception based systems

  • Experience in Ethernet and CAN communication

  • Understanding and experience on ISO26262 compliance software design and development

  • Embedded OS (Posix or non-Posix) understanding and experience

  • ADAS software development experience

Traits We Seek

  • Curiously investigate everything - ability to solving problems analytically, creatively and collaboratively

  • Lead with confidence - thought leaders who empower those around them

  • Learn by doing - an entrepreneurial mindset that's driven by hands-on experimentation

  • Embrace resilience - seeing every challenge as a learning opportunity and invitation to grow

Aptiv Rewards and Advantages

  • Competitive compensation with bonus potential

  • Learning and development opportunities

  • Discount programs with various manufacturers and retailers

  • Recognition for innovation and excellence

  • Opportunities to give back to the community

  • Meaningful work that makes a difference in the world

  • Relocation assistance may be available

  • Tuition Reimbursement

  • Paid Time Off (Vacation, Parental leave, etc.)

About Advanced Safety & User Experience

Advanced Safety & User Experience encompasses our deep expertise in centralized computing platforms, advanced safety systems and automated driving, while acknowledging the growth in areas that enrich the in-vehicle experience.

Privacy Notice - Active Candidates: https://www.aptiv.com/privacy-notice-active-candidates

Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.

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VIEW JOBS 7/28/2020 12:00:00 AM 2020-10-26T00:00 SHAPE THE FUTURE OF MOBILITY FROM DAY ONE. This position is part of our Advanced Safety & User Experience segment and is located in Kokomo, IN. Summary: The Senior ML Software Engineer will be contributing to the development of Autonomous/ADAS/AD/HAD/Active Safety Projects. If you have experience in, or a drive to learn technologies such as, Radar, Tracking, ACC, LiDAR, Vehicle Controls, Sensor Fusion, Blind Spot Detection, etc. Responsibilities: * The software engineer develops software, creates and executes designs for new functionality, or enhances existing functionality for projects such as; Next generation automotive radars, tracking and sensor fusion algorithms, features like ACC, FCW/AEB, Vehicle Controls, Blind Spot Detection, etc. * Efficiently implement artificial intelligence (AI) focused perception systems on target hardware. * Implement, integrate and verify ML on target hardware accelerators. * Test software using debuggers, emulators and simulators; perform software quality assurance activities; write unit and integration tests and work collaboratively and professionally with other teams within the project. * Knowledge of safety-systems, ISO26262, ASIL A-D an advantage. * Collaborates and adds value through participation in peer code reviews, providing comments and suggestions. * Performs technical root cause analysis and outlines corrective action for given problems. * Serves as a mentor to less experienced software engineers. * Demonstrates mastery of software engineering tools (configuration management systems, build processes, debuggers, emulators, simulators and logic analyzers). * Work with algorithm experts and software / systems developers in Agile workflow. Must Haves (Basic Qualifications) * Bachelor's degree in a Technical Discipline. * Fluent in modern programming languages, such as C/C++, Python, Rust. * Experience with deep learning and other modern machine learning methods. * 4+ years of experience in embedded ML software design and development. * 2+ years of experience with embedded systems for signal processing and machine learning. Nice to Haves (Preferred Qualifications) * Multi core/processor system implementation knowledge and experience, including on processors from NXP, TI, Infineon, etc. * Experience with deep learning toolkits like Theano, Tensor Flow, etc. * Experience in developing simulations and working with ROS * Experience with ML acceleration - compression, quantization pruning etc. * Experience on memory management, memory optimizations, performance measurement and tuning * Demonstrates mastery of software engineering tools (configuration management systems, build processes, debuggers, emulators, simulators and logic analyzers). * Digital Signal Processing experience * Hardware accelerator experience * Embedded Development experience in Radar or other perception based systems * Experience in Ethernet and CAN communication * Understanding and experience on ISO26262 compliance software design and development * Embedded OS (Posix or non-Posix) understanding and experience * ADAS software development experience Traits We Seek * Curiously investigate everything - ability to solving problems analytically, creatively and collaboratively * Lead with confidence - thought leaders who empower those around them * Learn by doing - an entrepreneurial mindset that's driven by hands-on experimentation * Embrace resilience - seeing every challenge as a learning opportunity and invitation to grow Aptiv Rewards and Advantages * Competitive compensation with bonus potential * Learning and development opportunities * Discount programs with various manufacturers and retailers * Recognition for innovation and excellence * Opportunities to give back to the community * Meaningful work that makes a difference in the world * Relocation assistance may be available * Tuition Reimbursement * Paid Time Off (Vacation, Parental leave, etc.) About Advanced Safety & User Experience Advanced Safety & User Experience encompasses our deep expertise in centralized computing platforms, advanced safety systems and automated driving, while acknowledging the growth in areas that enrich the in-vehicle experience. Privacy Notice - Active Candidates: https://www.aptiv.com/privacy-notice-active-candidates Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law. Apply Online Ready to take the first step? Apply Now Aptiv Kokomo IN

Adv Active Safety ML Engineer

Control Tec