Staff Machine Learning Engineer (Audio)
Вакансия из Hirify Global, списка международных tech-компанийДля мэтча и отклика нужен Plus
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Staff Machine Learning Engineer (Audio): Building assistive audio tooling and generative models to automate repetitive sound design tasks with an accent on neural vocoders, TTS, and audio representation learning. Focus on developing state-of-the-art generative audio systems and integrating them into production pipelines to accelerate audio authoring.
Location: Must be based in or be able to relocate to Singapore
Company
Riot Games is a player-focused game developer known for creating the world's most played PC game, League of Legends.
What you will do
- Build assistive audio tools leveraging audio processing, voice, speech, and music techniques to streamline sound designer workflows.
- Partner with audio engineers and designers to identify and automate costly authoring and editing steps.
- Define and run technical evaluations for audio quality and quantify efficiency gains for audio teams.
- Research and implement latest developments in audio and speech ML under real-world production constraints.
Requirements
- Master’s or Ph.D. in Computer Science, Statistics, Mathematics, or AI.
- Deep expertise in audio ML, including generative audio, neural vocoders, TTS, voice conversion, and music modeling.
- 5+ years of experience delivering end-to-end ML solutions in Audio in fast-paced environments.
- Demonstrated record via peer-reviewed publications (e.g., ICASSP, NeurIPS) or shipped production systems.
- Proficiency in Python, C, C++, or C# and experience with PyTorch, TensorFlow, or JAX.
- Hands-on experience with audio diffusion, flow matching, VAEs, and transformer models for waveform/spectrogram modeling.
Nice to have
- Experience working within the gaming industry or related entertainment fields.
Culture & Benefits
- Full relocation support for candidates moving to Singapore.
- Comprehensive health insurance for employees, spouses, and children.
- Open paid time off and retirement benefits with company matching.
- Life insurance, parental leave, and short/long-term disability coverage.
- Play Fund to encourage deepening knowledge of players and gaming communities.
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