Plaud
Machine Learning Engineer (Speech/Audio) - Singapore
Singapore. Posted 23 days ago
The role
You will own large-scale speech and audio data pipelines for model training. You will support model training and optimization, perform domain adaptation, and build evaluation frameworks.
What you will do
- Build and maintain large-scale speech/audio data pipelines for collection, cleaning, filtering, labeling, augmentation and quality control.
- Partner with senior speech engineers on term/hotword mining strategies.
- Contribute to fine-tuning and evaluating speech/language models.
- Improve recognition accuracy for code-switching, names, and product terms.
- Help fine-tune models using scenario-specific data for industry-specific terms.
- Build test sets and evaluation frameworks.
- Benchmark internal models against open-source and commercial baselines.
Required qualifications
- Minimum 1 year of hands-on experience in speech, machine learning, or large-scale data engineering.
- Experience in ASR/SpeechLLM model training, fine-tuning, or evaluation; LLM or general ML model training/fine-tuning; or Large-scale audio, video, or text data pipeline work.
- Solid Python and PyTorch fundamentals.
- Experience with distributed data processing (e.g., Spark, Ray).
Nice to have
- Familiarity with SpeechLLM / speech SSL concepts, or exposure to models such as StepAudio or Qwen3-Omni.
- Prior experience building or contributing to hotword/contextual-biasing or code-switching ASR improvements.
- Publications at Interspeech, ICASSP, or other top AI venues, or speech-related patents.
- Experience owning a data workstream (tens/hundreds of thousands of hours of speech) in a speech-model training project.
Benefits
- Employee Stock Ownership Plan (ESOP)
- Access to best-in-class AI tools including Gemini and Claude Code
- Choice of top-spec laptops, high-performance workstation setups, and cutting-edge Plaud devices
- Annual company offsites and team events
- Medical insurance
- WICA coverage for all full-time employees
About the company
Plaud is a Delaware-incorporated, San Francisco-based company building the real-world AI interface for professionals. It is a bootstrapped, profitable company with a $300M revenue run rate.