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Principal machine learning engineer (m/f/d) audio digital processing

Garching bei München
HARMAN International
Ingenieur
Inserat online seit: 16 Juli
Beschreibung

HARMAN’s engineers and designers are creative, purposeful and agile. As part of this team, you’ll combine your technical expertise with innovative ideas to help drive cutting-edge solutions in the car, enterprise and connected ecosystem. Every day, you will push the boundaries of creative design, and HARMAN is committed to providing you with the opportunities, innovative technologies and resources to build a successful career.

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 everyday.

Introduction: A Career at HARMAN Automotive

We’re a global, multi-disciplinary team that’s putting the innovative power of technology to work and transforming tomorrow. At HARMAN Automotive, we give you the keys to fast-track your career.

1. Engineer audio systems and integrated technology platforms that augment the driving experience

2. Combine ingenuity, in-depth research, and a spirit of collaboration with design and engineering excellence

3. Advance in-vehicle infotainment, safety, efficiency, and enjoyment

About the Role

We are seeking a Principal Machine Learning Engineer specializing in Audio Digital Processing to join Harman Automotive AILab. Harman Automotive is an industry leader in creating automotive grade consumer experiences. Our mission is to revolutionize the in-cabin experience with our iconic brands such as Harman, JBL, Infinity, Mark Levinson, Bang & Olufsen, Bowers & Wilkins, Revel, and Lexicon.

The ideal candidate will have a strong impact focus and extensive experience in developing, deploying, and managing ML & AI solutions related to Audio Digital Processing in production environments. Familiarity with popular cloud platforms e.g., AWS, Google Cloud, Microsoft Azure, etc.) and the ability to develop cloud-based solutions is a must.


What You Will Do

4. Develop, implement, and maintain ML & AI solutions with a specific focus on Audio Digital Processing for robust and scalable product integration in automotive applications
5. Collaborate with cross-functional teams to understand their audio processing requirements and provide data-driven solutions
6. Work closely with business units to drive the development of AI-based audio features across our product portfolio
7. Explain complex audio processing concepts and models to stakeholders and customers
8. Develop innovative ML & AI solutions to redefine the in-cabin audio experience

What You Need to be Successful

9. 7+ years of hands-on experience in implementing production-level ML & AI solutions, specifically in Audio Digital Processing
10. Demonstrated experience in working with Generative Audio models and techniques
11. Proficiency in Python and popular ML & AI frameworks (e.g., scikit-learn, TensorFlow/Keras, PyTorch, etc.)
12. Extensive experience in Audio Signal Processing, including knowledge in DSP techniques for audio, acoustics, and speech processing
13. Practical knowledge of audio codecs, audio analysis, and audio-related standards
14. Extensive knowledge in building data preparation and evaluation pipelines (e.g., Airflow, MLflow, Databricks, etc.)
15. Solid understanding of (AWS) cloud computing with Docker
16. Proficiency in classical software development tools (e.g., Git, SQL, command-line tools, etc.)
17. Master Degree (or higher) in Computer Science, Engineering, or a related technical field with a focus on Audio Processing
18. Excellent communication, presentation, and interpersonal skills

Bonus Points if You Have

19. Experience in C++, Java, or web development.
20. Experience in the areas of generative AI (in particular large language models) related to audio processing.

What Makes You Eligible

21. Willingness to travel up to 20%, domestically and internationally.

What We Offer

22. Flexible work environment with a culture encouraging work-life integration and collaboration in a global environment.

23. Access to employee discounts on world-class HARMAN/Samsung products (JBL, Harman Kardon, AKG etc.).

24. Extensive training opportunities through our own HARMAN University.

25. An inclusive and diverse work environment that fosters and encourages professional and personal development

26. “Be Brilliant” employee recognition and rewards program.

27. Work on best-in-class emerging technologies and an atmosphere that motivates you to give your best.

#LI-Hybrid

#LI-TR1

HARMAN is proud to be an Equal Opportunity / Affirmative Action employer. All qualified applicants will receive consideration for employment without regard torace, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.

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