Senior Deep Learning Engineer (m/f/d) - Audatic

Sonova
Berlin
Workplace: HybridFull timeFunction: Data Science & Machine LearningExperience: 2+ yearsEducation: bachelorsSkills: ["Communication","Code review","Collaboration","End-to-end ownership"]

Develop novel deep learning algorithms for audio processing, training state-of-the-art models to deliver quality and efficiency on embedded device platforms. Experiment with new neural network architectures, loss functions, datasets, and evaluation metrics while staying current with deep learning research. Build and run automated hyper-parameter optimizations on a dedicated GPU cluster and custom software stack, owning projects end-to-end from idea to product delivery.

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FursaFursa
Sonova
Sonova
2 months ago

Senior Deep Learning Engineer (m/f/d) - Audatic

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 4 hours agoStatus: Live

Job Summary

Develop novel deep learning algorithms for audio processing, training state-of-the-art models to deliver quality and efficiency on embedded device platforms. Experiment with new neural network architectures, loss functions, datasets, and evaluation metrics while staying current with deep learning research. Build and run automated hyper-parameter optimizations on a dedicated GPU cluster and custom software stack, owning projects end-to-end from idea to product delivery.
Location: Berlin
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Train state-of-the-art deep learning models optimized for embedded device platforms.
  • •Experiment with new neural network architectures, loss functions, datasets, and evaluation metrics.
  • •Keep up with deep learning research to identify new ideas for project work and research initiatives.
  • •Develop and run automated hyper-parameter optimizations using the dedicated GPU cluster and custom deep learning software stack.
  • •Own deep learning projects from idea to product deliverables, and provide guidance in technical discussions and code reviews.

Pay and Benefits

Perks:Paid LeaveMeal AllowanceCommuter Benefits

Key Requirements

  • •Bachelor’s or master’s degree in a technical field with at least 5 years of relevant experience, or a Ph.D. with at least 2 years of relevant experience.
  • •Strong proficiency in Python to write robust, clean, and maintainable code.
  • •Proven track record of publications or solving real-world problems with deep learning.
  • •Full professional proficiency in English with dependable communication skills.
  • •Experience with digital signal processing or audio processing.
Experience:2+ years
Education:Bachelor's
Skills:CommunicationCode reviewCollaborationEnd-to-end ownership
Languages:English
Tech Stack:PythonDeep learningNeural networksHyperparameter optimizationGPU clusterDigital signal processingAudio processing

Company Brief

Sonova
Designs, manufactures, and distributes hearing care solutions including hearing aids, cochlear implant accessories, and wireless communication devices, serving audiologists and consumers worldwide through clinics, retail networks, and distribution partners.
Industry: Medical Devices
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Stäfa, Switzerland
Founded: 1947
Website