Senior Machine Learning Engineer, Speech Recognition (ASR)
Tasks
- Build and maintain ML APIs and services
- Build dataset strategy and augmentation
- Collaborate with product and platform teams for safe rollouts
- Deploy and operate ASR inference services
- Deploy services on Kubernetes
- Design evaluation and validation frameworks
- Fine tune ASR models
- Measure WER and perform error analysis
- Monitor models and ensure reliability
- Optimize inference latency and throughput
- Train ASR models at scale
Perks/Benefits
Skills/Tech-stack
Apache Kafka | Automatic Speech Recognition | CI/CD | Data Augmentation | Experiment tracking | FastAPI | Fine Tuning | Inference Optimization | Inference Server | Kubernetes | Low Latency | Low-Latency Systems | MLOps | Model Evaluation | Model Fine-tuning | Model Training | Model versioning | Monitoring | NVIDIA Triton | NVIDIA Triton Inference | NVIDIA Triton Inference Server | PyTorch | Python | Speech Recognition | Triton Inference Server | WER
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