Principal Machine Learning Engineer (m/f/d) Audio Digital Processing
Principal Machine Learning Engineer (m/f/d) Audio Digital Processing
Principal Machine Learning Engineer (m/f/d) Audio Digital Processing
Principal Machine Learning Engineer (m/f/d) Audio Digital Processing
Harman International
Unterhaltungselektronik
Garching bei München
- Art der Anstellung: Vollzeit
- 86.000 € – 111.500 € (von XING geschätzt)
- Vor Ort
- Zu den Ersten gehören
Principal Machine Learning Engineer (m/f/d) Audio Digital Processing
Über diesen Job
Principal Machine Learning Engineer (m/f/d) Audio Digital Processing
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.
Engineer audio systems and integrated technology platforms that augment the driving experience
Combine ingenuity, in-depth research, and a spirit of collaboration with design and engineering excellence
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
- Develop, implement, and maintain ML & AI solutions with a specific focus on Audio Digital Processing for robust and scalable product integration in automotive applications
- Collaborate with cross-functional teams to understand their audio processing requirements and provide data-driven solutions
- Work closely with business units to drive the development of AI-based audio features across our product portfolio
- Explain complex audio processing concepts and models to stakeholders and customers
- Develop innovative ML & AI solutions to redefine the in-cabin audio experience
What You Need to be Successful
- 7+ years of hands-on experience in implementing production-level ML & AI solutions, specifically in Audio Digital Processing
- Demonstrated experience in working with Generative Audio models and techniques
- Proficiency in Python and popular ML & AI frameworks (e.g., scikit-learn, TensorFlow/Keras, PyTorch, etc.)
- Extensive experience in Audio Signal Processing, including knowledge in DSP techniques for audio, acoustics, and speech processing
- Practical knowledge of audio codecs, audio analysis, and audio-related standards
- Extensive knowledge in building data preparation and evaluation pipelines (e.g., Airflow, MLflow, Databricks, etc.)
- Solid understanding of (AWS) cloud computing with Docker
- Proficiency in classical software development tools (e.g., Git, SQL, command-line tools, etc.)
- Master Degree (or higher) in Computer Science, Engineering, or a related technical field with a focus on Audio Processing
- Excellent communication, presentation, and interpersonal skills
Bonus Points if You Have
- Experience in C++, Java, or web development.
- Experience in the areas of generative AI (in particular large language models) related to audio processing.
What Makes You Eligible
- Willingness to travel up to 20%, domestically and internationally.
What We Offer
Flexible work environment with a culture encouraging work-life integration and collaboration in a global environment.
Access to employee discounts on world-class HARMAN/Samsung products (JBL, Harman Kardon, AKG etc.).
Extensive training opportunities through our own HARMAN University.
An inclusive and diverse work environment that fosters and encourages professional and personal development
"Be Brilliant” employee recognition and rewards program.
Work on best-in-class emerging technologies and an atmosphere that motivates you to give your best.
#LI-Hybrid
Gehalts-Prognose
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Unternehmenskultur
Unternehmenskultur
227 Mitarbeitende haben abgestimmt: Sie bewerten die Unternehmenskultur bei Harman International als ausgeglichen zwischen traditionell und modern.Der Branchen-Durchschnitt tendiert übrigens in Richtung modern