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HARMAN International

Produces audio systems, infotainment, enterprise automation

Audio ML Engineer - Research

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeNorthridge, Los Angeles, CA, USA$134.3k - $196.9k /yrHybrid

About the Job

Requirements

  • An MS or PhD in computer science, electrical engineering, statistics, applied machine learning, or a related field, or equivalent demonstrated experience.
  • Typically at least five years of applied machine-learning research or engineering experience, including at least two years applying machine learning to audio, speech, acoustics, perception, or related time-series signals.
  • Evidence of taking an idea from literature or hypothesis through baseline comparison, controlled experiments, reproducible evaluation, runtime optimization, and product integration or a product-ready prototype.
  • Strong Python and modern machine-learning framework capability, together with audio and signal-processing fundamentals, evaluation design, dataset pipelines, and experiment tracking.
  • Experience designing for embedded, edge, or cloud constraints and working with real-time engineering partners, and ability to explain model tradeoffs, limitations, failure modes, and supporting evidence.
  • Ability to communicate research results and product implications clearly to specialist, engineering, and product audiences.
  • Successfully complete a background investigation and drug screen as a condition of employment after an offer.

Responsibilities

  • Follow advances in relevant audio machine-learning research fields and apply findings to solve business-relevant challenges.
  • Develop machine-learning models for perception-related tasks such as quality prediction, artifact detection, scene and context classification, personalization embeddings, and preference modeling.
  • Define data collection, labeling, and representative evaluation conditions, combining objective and perceptual evidence where appropriate.
  • Design models for intended embedded and cloud deployment paths; optimize accuracy, latency, memory, compute, and power using methods such as quantization, pruning, and distillation.
  • Partner with digital signal processing, perceptual, and productization engineers to deliver reference pipelines, integration guidelines, and jointly agreed acceptance measures.
  • Apply AI-assisted tools to accelerate experimentation, coding, testing, analysis, and documentation, continuously improving results.

Desired Qualifications

  • Depth in one or more areas such as speech enhancement and recognition, perceptual modeling, spatial or multichannel processing, acoustic scene understanding, source separation, or personalization.
  • Experience with embedded inference toolchains, C or C++, model compression, hardware-aware optimization, and model lifecycle tooling.
  • Experience documenting model and dataset provenance, intended use, performance, limitations, and relevant privacy or bias considerations.
  • Experience with privacy-preserving learning or approved on-device personalization approaches.
  • Patents, publications, or shipped machine-learning features in consumer, automotive, or professional audio; demonstrated product impact matters more than credentials alone.

About the Company

HARMAN International

Produces audio systems, infotainment, enterprise automation

Harman International is a global leader in audio and connected technologies, serving automotive, consumer, and enterprise markets. It designs, manufactures, and markets a broad range of products, including audio systems, infotainment solutions, and enterprise automation. The company’s products work by integrating high-quality audio hardware with connected services and software—think car infotainment systems, premium home and portable audio, and enterprise automation tools—often featuring well-known brands such as JBL, Harman Kardon, and AKG. Harman competes by leveraging its diverse brand portfolio, global reach, and emphasis on smart experiences and seamless connectivity across devices and vehicles, along with substantial investment in research and development. Its goal is to remain a leading provider of audio and connected technology, delivering integrated solutions that enhance entertainment, connectivity, and productivity for consumers and businesses alike.

Company size
10,001+
Company stage
Acquired
Total funding
$8B
Headquarters
Stamford, CT
Founded
1980

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