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Vor 22 Tagen

Machine Learning Engineer (ASR)

Machine Learning Engineer (ASR)

Sonia Solutions

Computer-Software

  • Verifizierte Job-Anzeige
  • Hamburg
  • Vollzeit
  • 51.000 € – 81.000 € (von XING geschätzt)
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Machine Learning Engineer (ASR)

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Über diesen Job

Intro

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

Closing

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

Gehaltsprognose

66.500 €

51.000 €

81.000 €

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