Data Scientist

Vor 6 Tagen


Berlin, Berlin, Deutschland ai|coustics Vollzeit
ai|coustics Overview

The company ai|coustics is a Berlin-based startup that specializes in Generative Audio AI technology for speech enhancement. Our mission is to revolutionize the way people experience speech quality and intelligibility in real-time communication and media content.

We are on a quest to provide solutions to millions of people across various verticals, including TVs, Soundbars, Headphones, Hearing Devices, Broadcasting, Streaming, and more. Our unique approach takes us beyond simple noise suppression, creating an unmatched listening experience in the industry.

If you're passionate about technology and thrive in an innovative work environment, then we invite you to join our team and play a pivotal role in shaping the future of audio technology.

About the Role
  • This position requires a skilled Audio Data Science Expert to collect, process, manage, and analyze large-scale audio datasets for Machine Learning (ML) training and evaluation.

The ideal candidate will design, maintain, and continuously improve data augmentation pipelines, develop and enhance tools and protocols for perceptual and quantitative evaluation, and stay up-to-date on current research related to their role.

Responsibilities
  • Collect, process, and analyze large-scale audio datasets for ML training and evaluation.
  • Design, maintain, and continuously improve data augmentation pipelines.
  • Develop and enhance tools and protocols for perceptual and quantitative evaluation.
  • Stay up-to-date on current research related to your role.
  • Serve as the primary expert on all things data, sharing knowledge and providing context to the team.
Requirements

You are an audio and speech expert:

  • You have a deep understanding of audio processing, psychoacoustics, and the audio signal chain.
  • You know how to measure audio and speech quality quantitatively.
  • You are an expert listener, and you can confidently identify common audio and speech artifacts and distortions.

You are a skilled engineer:

  • You are proficient in Python and write clean, well-documented, and maintainable code.
  • You are familiar with modern software development tools and workflows.
  • You know how to use standard audio processing tools, such as ffmpeg and librosa, and you understand and can quickly integrate ML-based audio tools.
  • You have a solid understanding of data structures and algorithms, and you know your way around modern databases and cloud platforms.

You have a solid math and machine learning background:

  • You have a deep mathematical understanding of digital signal processing.
  • You have a solid understanding of modern machine learning concepts, particularly neural networks.
  • You are well-versed in exploratory data analysis.
  • You are up to date with the scientific literature, understand new concepts quickly, and can gauge the usefulness of approaches and tools.
What We Offer
  • Competitive Compensation: Enjoy a competitive salary package and additional benefits.
  • Stock options: We want you to have ownership in the company and share the successes that lie ahead.
  • Learning Opportunities: Work alongside a talented team of engineers and contribute to groundbreaking projects.
  • Startup Culture: Immerse yourself in a dynamic and innovative startup culture with a collaborative and passionate team.
  • Professional Growth: Take ownership of your role, with opportunities for career advancement as we expand.
  • Impact: Join a pioneering startup at a pivotal growth stage and directly influence our success.
  • Contribute to the Future: Be part of a company committed to shaping the future of audio technology and speech enhancement.


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