Senior Machine Learning Engineer Automatic Speech Recognition (ASR)
Core
Designing evaluation frameworks and driving quality improvements for Automatic Speech Recognition (ASR) and downstream NLP systems in production.
Role type
Senior Machine Learning Engineer (ASR & Model Evaluation)
Builds
Scalable evaluation infrastructure, benchmarking tools, and production-ready ASR/NLP models.
Domain
AI / Speech Recognition / Customer Experience
Deliverable
production ML models
Required skills
ASR model evaluation, error analysis, dataset curation, metric definition (WER), transformer-based models, large-scale training, data pipeline construction, PyTorch, TensorFlow, Hugging Face
Preferred skills
None stated
Technologies
PyTorch, TensorFlow, Hugging Face
Responsibilities
Design and maintain evaluation frameworks for ASR and NLP systems; lead ASR quality improvement efforts including error analysis and metric definition; analyze large-scale speech and text data to identify failure modes; develop, train, and deploy ML models for speech recognition and downstream tasks; partner with research to translate experimental improvements into production systems; optimize ML pipelines and evaluation workflows for scale; establish best practices for model validation and continuous quality monitoring.
Seniority
Senior, hands-on IC