Senior Machine Learning Engineer (ASR)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Engineer (ASR): Building and optimizing state-of-the-art ASR systems and multimodal AI pipelines with an accent on model evaluation, error analysis, and benchmarking. Focus on driving systematic improvements to model accuracy, latency, and robustness for production-grade contact center intelligence.
Location: Must be based in Germany (Remote)
Company
is an AI-driven platform born from Stanford AI Lab that transforms customer conversations into actionable insights and automates inefficient contact center processes.
What you will do
- Design and maintain rigorous evaluation frameworks to measure model accuracy, latency, and real-world performance.
- Lead ASR quality improvement efforts, including error analysis, dataset curation, and metric definition.
- Develop, train, and deploy ML models for speech recognition and downstream NLP tasks.
- Analyze large-scale speech and text data to identify failure modes and drive targeted model improvements.
- Collaborate with applied research, product, and platform teams to bridge experimental research and production impact.
- Establish best practices for continuous model validation and monitoring.
Requirements
- Master’s or Ph.D. in Computer Science, Machine Learning, or AI.
- 5+ years of hands-on experience building and deploying ML models in production.
- Strong background in speech recognition (ASR) or speech processing.
- Deep experience with model evaluation, benchmarking, and error analysis for ML systems.
- Proficiency with PyTorch, TensorFlow, or Hugging Face.
- Understanding of transformer-based models and large-scale training.
Culture & Benefits
- Opportunity to work on cutting-edge AI technologies with industry leaders.
- Impactful work at the intersection of applied research and production engineering.
- Focus on building scalable AI systems for real-world business challenges.
- Competitive compensation package including base salary and equity.
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