Machine Learning EngineermicroTECH Global Limited • Cambridge, England, United Kingdom
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Machine Learning Engineer
microTECH Global Limited
- Cambridge, England, United Kingdom
- Cambridge, England, United Kingdom
À propos
Work within our clients machine learning team to deploy and optimize models for applications like low-latency speech recognition and large language models (LLMs). Initial focus will be on improving our clients speech recognition model’s training pipeline on multi-GPU systems to boost performance and quality. Responsibilities
Train and deploy state-of-the-art ML models. Apply optimization techniques (distillation, pruning, quantization). Enhance speech models with features such as diarization, multilingual support, and keyword boosting. Optimize models for low-latency inference on accelerators. Improve training workflows and GPU utilization. Use data augmentation to improve performance. Stay updated on ML research to guide strategy. Requirements
Master’s or PhD in a relevant field with strong ML foundations. Training ML models for production use. PyTorch or TensorFlow. Handling large datasets (multi-terabyte). Familiarity with Linux, version control, and CI/CD systems. Knowledge of model compression (e.g., reduced precision).
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Compétences linguistiques
- English
Avis aux utilisateurs
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