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Machine Learning Engineer (ASR)

Machine Learning Engineer (ASR)

Sonia SolutionsHamburg, Germany
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Stellenbeschreibung

About the Role : We're looking for an experienced Machine Learning Engineer to join our AI team. You'll bridge the gap between research and engineering, implementing and deploying state-of-the-art ASR solutions while maintaining high engineering standards.

Tasks

  • Implement, benchmark and deploy state-of-the-art models in speech recognition and audio processing
  • Collect and curate custom ASR datasets, including data sourcing, annotation pipeline setup, quality control, and alignment / segmentation procedures
  • Ensure continuous training for models on production
  • Design and conduct experiments to validate new approaches, datasets, and architectures
  • Build and maintain data pipelines and audio preprocessing workflows
  • Improve and ensure company follow best MLOps practices

Requirements

Required Qualifications :

  • Master’s degree in Computer Science, Engineering, or a related technical field or equivalent industry experience
  • 8+ years of experience in ML engineering or relevant fields
  • Strong programming skills in Python and ML frameworks (PyTorch, TensorFlow)
  • Experience with deep learning models, including transformers
  • Experience with MLOps pipeline implementation and maintenance (Docker, MLflow, W&B, DVC, Kubernetes)

    • Highly Valued :

  • Direct experience with ASR models (e.g., Whisper, wav2vec, HuBERT) and speech / audio processing pipelines
  • Experience working with multimodal data (e.g., audio + text, audio + video)
  • Demonstrated research experience (publications, research projects, or industrial research)
  • A hands-on mindset and willingness to engage with meticulous data-related tasks
  • Experience with distributed training systems

    • Nice to Have :

  • NLP experience
  • Open-source contributions
  • Experience in a startup-like environment

    • Benefits

  • Attractive compensation aligned with your skills
  • Flexible work arrangements
  • Professional development allowance

    • If you're passionate about Machine Learing and want to work with cutting-edge technologies, we'd love to hear from you!

    Location : Hamburg Employment Type : Full-time

    Sonia is transforming dental practices with an AI-powered SaaS platform that automates time-consuming administrative tasks. By streamlining documentation and billing, we help dental professionals reduce errors, improve efficiency, and boost revenue. With advanced speech recognition, our platform integrates seamlessly into existing workflows, providing a user-friendly solution tailored to the unique needs of the dental sector.