5 часов назад
Applied Audio ML Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Applied Audio ML Engineer (AI): Developing and scaling data pipelines, evaluation systems, and production audio ML models for on-device real-time speech applications with an accent on low-latency, memory-limited systems, and production-grade code. Focus on building and shipping production ML systems, fine-tuning audio models for customers, and collaborating across research and infrastructure teams.
Location
Location: Hybrid in San Francisco and Boston, United States
Company
Spun out of MIT CSAIL, building general-purpose AI systems optimized for deployment from data centers to on-device hardware, serving industries including consumer electronics, automotive, life sciences, and financial services.
What you will do
- Build and scale data pipelines for audio model training including preprocessing, augmentation, and quality filtering
- Design, implement, and maintain evaluation systems measuring multimodal performance on benchmarks
- Fine-tune and adapt audio models for customer-specific use cases, managing delivery end-to-end
- Contribute production code to core audio repository collaborating with infrastructure and research teams
- Support experimentation under real hardware constraints, balancing customer work and core development
Requirements
- Must be located in or able to work hybrid from San Francisco or Boston
- Strong programming fundamentals with clean, maintainable, production-grade code
- Experience building and shipping production ML systems beyond model training
- Proficiency in PyTorch and familiarity with distributed training frameworks like DeepSpeed or FSDP
- Track record of effective collaboration in shared codebases with high engineering standards
Nice to have
- Experience with audio/speech models such as ASR, TTS, vocoders, diarization, or speech-to-speech
- Experience designing and running large-scale training experiments on distributed GPU clusters
- Open-source contributions demonstrating code quality and engineering judgment
Culture & Benefits
- Work on rare technical problems with real ownership in a small elite team
- Competitive base salary with equity in a unicorn-stage startup
- 100% medical, dental, and vision premiums paid for employees and dependents
- 401(k) matching up to 4% of base pay
- Unlimited PTO plus company-wide Refill Days throughout the year
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