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Machine Learning Engineer

Posted 9 days 14 hours ago by microTECH Global Limited

Permanent
Not Specified
Other
Cambridgeshire, Cambridge, United Kingdom, CB1 0
Job Description
Overview

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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