Senior Machine Learning Engineer (ASR) (all)
Core
Develop and deploy speech recognition (ASR) systems to enhance clinical workflows and patient care.
Role type
Senior Machine Learning Engineer (ASR)
Builds
Production-ready speech recognition models and audio processing pipelines for healthcare applications.
Domain
Healthcare / Speech Recognition / Audio Processing
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, Jax, ASR models (Whisper, wav2vec), VAD, alignment, diarisation, transformer architectures, MLOps (Docker, MLflow, W&B, DVC, Kubernetes)
Preferred skills
Medical domain modeling, distributed training systems
Technologies
Whisper, wav2vec, PyTorch, TensorFlow, Jax, Docker, MLflow, W&B, DVC, Kubernetes
Responsibilities
Fine-tune and deploy state-of-the-art ASR models; curate and annotate custom ASR datasets; build and maintain audio preprocessing workflows; collaborate with MLOps teams for model deployment; design experiments to improve accuracy in medical settings; translate speech solutions into production tools.
Seniority
Senior, hands-on IC