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MIMindDoc

ML Data Engineer(m/w/x)

Berlin, München
Full-timeWith Home OfficeExperienced
AI/ML
Data Science

Audio-to-text pipeline setup and speaker diarization for mental health app data, including ASR model evaluation. 2-4 years data pipeline experience required. 30 days vacation, sponsored lunch, VIP treatment in Schön Klinik's portfolio.

Requirements

  • 2–4 years experience with data pipelines
  • Experience with Python
  • Ideally experience with Go
  • Advantageous experience with audio/speech processing
  • Solid SQL knowledge
  • Solid NoSQL knowledge
  • Solid cloud infrastructure knowledge (AWS/GCP/Azure)
  • Pragmatic, hands-on work approach
  • Ability to build solutions independently
  • Fluent English skills
  • German skills (plus)
  • Nice-to-have experience with MLOps tools
  • Nice-to-have experience with Airflow
  • Nice-to-have experience with Prefect
  • Nice-to-have experience with DVC

Tasks

  • Set up and operate the audio-to-text pipeline.
  • Evaluate ASR models (Whisper, AssemblyAI, specialized providers).
  • Perform speaker diarization for therapist/patient separation.
  • Automate data ingestion, transcription, quality checks, and storage.
  • Integrate and support annotation tools (Label Studio, Prodigy).
  • Manage database architecture for transcripts and metadata.
  • Monitor data quality and handle errors.
  • Interface with vAI platform for RAG data delivery.

Work Experience

  • 2 - 4 years

Education

  • Vocational certificationOR
  • Bachelor's degreeOR
  • Master's degree

Languages

  • EnglishBusiness Fluent
  • GermanBusiness Fluent

Tools & Technologies

  • Python
  • Go
  • SQL
  • NoSQL
  • AWS
  • GCP
  • Azure
  • Airflow
  • Prefect
  • DVC

Benefits

More Vacation Days

  • 30 days of vacation

Free or Subsidized Food

  • Sponsored lunch

Other Benefits

  • VIP treatment in Schön Klinik's portfolio

Retirement Plans

  • Pension plan

Childcare

  • Child care

Company Bike

  • Company bike lease options

Corporate Discounts

  • Employee discounts with more than 600 brands

Healthcare & Fitness

  • EGYM Wellpass
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of MindDoc and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.

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