Principal Machine Learning Engineer (m/f/d)

  • HARMAN International
  • Garching bei München, Germany
  • 05/10/2022
Full time Machine Learning Business Intelligence Data Management Biostatistics DevOps

Job Description

A Career at HARMAN

As a technology leader that is rapidly on the move, HARMAN is filled with people who are focused on making life better. Innovation, inclusivity and teamwork are a part of our DNA. When you add that to the challenges we take on and solve together, you’ll discover that at HARMAN you can grow, make a difference and be proud of the work you do every day.

About the Job

You are a passionate AI professional, who is enthusiastic about automotive electronics and wants to define the future in-cabin user experience.

Join our Automotive AI Lab as Principal Machine Learning Engineer. You will work in a team of specialists for embedded ML, AI/ML Frameworks, and MLOps. You will design and implement predictive processing load management solutions for automotive ECUs. As an expert for SoCs, neural processing accelerators, and embedded ML compiler frameworks, you will develop performance-optimized models for deployment on multiple SoC architectures and guide your peer teams in model optimization for our personalized sound, mixed reality, comfort, and security solutions.

What You Will Do

  • Develop system load analytics and predictive load management solutions for embedded systems’ performance optimization
  • Design and develop optimized embedded model deployment concepts and solutions for multiple SoC platforms
  • Design and implement solutions for concurrent embedded model deployment with your peer teams
  • Deploy and maintain ML compiler frameworks in DevOps and MLOps workflows
  • Support and guide multidisciplinary peer teams on embedded model deployment and optimization, ML frameworks, and workflow best practices

What You Need

  • Bachelor's degree in computer science or comparable practical experience
  • 6 years of industry experience and 2 years technical leadership experience
  • 3 years of applied engineering experience in machine learning, data science, and big data technologies
  • Demonstrated experience in machine learning, deep learning, advanced predictive modeling, statistical model development and embedded model deployment
  • Experience in software architecture and good understanding of SoC architectures incl. AI accelerators (NPU, GPU, DSP), embedded ML compiler frameworks, and hardware-specific model optimization
  • Proficiency in machine learning frameworks like TensorFlow, PyTorch and programming languages Python, C++

Preferred Qualifications

  • Experience in production-grade ML workflows
  • System design and system performance optimization experience
  • Experience in automotive AI/ML application development, efficient deployment, and automotive domain knowledge (e.g. Cockpit, Audio, ADAS, Connectivity)

What Makes You Eligible

  • Willingness to travel up to 10%, domestic and international travel

What We Offer

  • HARMAN offers a diverse and inclusive work environment that fosters and encourages career development opportunities, professional training and competitive market base compensation
  • Hybrid work conditions
  • You will also receive top-notch employee discounts on Harman’s Consumer Audio (JBL, AKG, HARMAN Kardon) and Samsung products
  • Flexible work schedule with a culture encouraging work life integration and collaboration in a global friendly working atmosphere and good work-life-balance
  • Attractive salary package based on the Metall & Elektro Tarif Baden Wurttemberg and an Employer contribution towards a company pension plan
  • Professional development opportunities through HARMAN University’s business and leadership academies which also includes extensive technical trainings
  • Internal talent management leadership acceleration programs
  • “Be Brilliant” employee recognition and rewards program

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HARMAN is an Equal Opportunity /Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or Protected Veterans status. HARMAN offers a great work environment, challenging career opportunities, professional training and competitive compensation. (www.harman.com)