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Aptiv

AI/ML Senior Engineer Embedded AI (f/m/d)

  • Office
  • 6+ years

Salary

Not stated

Similar roles pay €75K - 100K a year · our estimate

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Description

The company is a large automotive supplier and one of the firms aiming to bring a complete autonomous driving platform into series production with its partners.

The work turns research into real products. You would join an international team of experts to build new sensors, applications and platforms for future vehicles.

This is a senior role in embedded AI for AI systems on embedded hardware. You would lead technical work from prototypes and benchmarks through to optimizing real-time performance, working alongside algorithm experts and system developers on advanced hardware platforms. You would also pass your expertise on and help other engineers grow their skills.

Responsibilities

  • Lead embedded AI activities as a senior engineer and coach others to build their skills.
  • Benchmark and build prototypes for the proof of concept phase.
  • Develop and apply tools and methods that support this work.
  • Help select hardware and become the company's go-to expert on AI SoCs.
  • Communicate across disciplines with algorithm experts and system developers.

Requirements

  • A master's or Ph.D. in computer science, electrical engineering, physics or a related field.
  • More than 5 years of proven expert-level embedded software development.
  • More than 2 years of hands-on professional work in embedded AI and real-time DSP or accelerator implementation.
  • Strong C and C++ programming, including compiler and debugging methods.
  • Experience with Rust is a plus.
  • Experience developing deep learning models from research or industry, ideally for perception. Transformers are a plus.
  • Experience with code optimization and a solid grasp of memory dependencies.
  • Familiarity with fixed-point implementation, quantization, and building tools in that area.
  • Familiarity with instruction sets, memory architectures, FPGAs, DSPs and AI processors.
  • NVIDIA THOR experience is a plus.
  • Strong analytical skills and a good mathematical background.
  • Ability to understand complex AI and ML algorithms at every level and find alternative implementations that reduce runtime.
  • General knowledge of perception, tracking, fusion and path planning algorithms is a plus.
  • Automotive experience is not required but is a plus.

Conditions

The company is an equal opportunity employer and welcomes diverse backgrounds.

Benefits

  • A secure, permanent employment contract.
  • An attractive compensation package and overtime compensation.
  • 30 days of annual leave.
  • Support for your family, physical health and mental health through a competitive benefits package.
  • Ongoing access to internal and external training, coaching and certifications.
  • Continuous opportunities for internal career development, including international roles.
  • Recognition and rewards for innovation and strong performance.
  • A highly international, collaborative setting, working with industry experts as equals.
  • Opportunities to join corporate social responsibility initiatives.
  • Work with nearly all major global OEMs on e-mobility and autonomous driving technology.

Where you’d work

From the office

About the company

Aptiv

  • Industry: Mobility

Office in Germany

Also hiring in Boston, United States, United States, Gothenburg, Sweden and 8 more places

3 of their 87 open roles are remote

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Details11 facts · Role, Location, Compensation, Employment, Company
Seniority
Senior
Type
Full-time
Industry
Mobility
Specialty
ML
Region
Europe
Pay period
Annual
Show 5 more factsShow less

Role

Category
Data & Analytics
Specialty
ML
Seniority
Senior
Experience
5+ years

Location

Work model
Office
Region
Europe
Office
  • Germany

Compensation

Salary
Salary by agreement
Pay period
Annual

Employment

Type
Full-time

Company

Industry
Mobility

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