Data Scientist (Deep Learning) (m/f/d) (Berlin, Germany)

Sonova
Berlin
Workplace: HybridFull timeFunction: Data Science & Machine LearningExperience: 2+ yearsEducation: bachelorsSkills: ["Communication","Curiosity","Continuous learning","Knowledge sharing","Dependability"]

Transform cutting-edge research into real technology for hearing aid users by developing and improving deep learning models for real-time speech enhancement on embedded device platforms. Design and run experiments to assess neural network architectures, loss functions, datasets, and evaluation methods. Optimize performance with automated hyperparameter searches using a dedicated GPU cluster and custom deep learning infrastructure, while staying current through collaboration and journal club activities.

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FursaFursa
Sonova
Sonova
1 month ago

Data Scientist (Deep Learning) (m/f/d) (Berlin, Germany)

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Source: Company careers pageValidated by: Fursa AI
Last checked: 11 hours agoStatus: Live

Job Summary

Transform cutting-edge research into real technology for hearing aid users by developing and improving deep learning models for real-time speech enhancement on embedded device platforms. Design and run experiments to assess neural network architectures, loss functions, datasets, and evaluation methods. Optimize performance with automated hyperparameter searches using a dedicated GPU cluster and custom deep learning infrastructure, while staying current through collaboration and journal club activities.
Location: Berlin
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Develop and improve deep learning models for real-time speech enhancement on embedded device platforms.
  • •Design and conduct experiments to evaluate novel neural network architectures, loss functions, datasets, and evaluation methods.
  • •Optimize model performance using automated hyperparameter searches on a dedicated GPU cluster and custom deep learning infrastructure.
  • •Follow and apply latest deep learning research innovations.
  • •Collaborate with the team through journal club, brainstorming sessions, and online courses.

Pay and Benefits

Perks:Paid LeaveMeal AllowanceCommuter Benefits

Key Requirements

  • •Bachelor’s or Master’s degree in a technical field.
  • •At least 2 years of relevant experience.
  • •Comfortable using Python to build readable, maintainable solutions.
  • •Ability to design and run experiments with deep learning approaches.
  • •Full professional proficiency in English; experience with digital signal processing or audio processing is a plus.
Experience:2+ years
Education:Bachelor's
Skills:CommunicationCuriosityContinuous learningKnowledge sharingDependability
Languages:English
Tech Stack:PythonDeep learningNeural network architecturesLoss functionsDatasetsHyperparameter searchGPU clusterEmbedded device platformsDigital 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