As a Developer Advocate, you will bridge engineering and developer relations by creating impactful content, engaging with the developer community, and driving adoption of Fireworks' AI platform.
Speech Software Engineer
📜 Description
- Tune ASR and TTS models for transcription accuracy, noise robustness, and speaker variability.
- Improve speech naturalness and balance quality with latency in streaming pipelines.
- Evaluate and integrate speech technologies such as noise suppression, voice activity detection, and diarization.
- Architect scalable voice infrastructure and build low-latency systems for thousands of concurrent audio streams.
- Design and operate streaming ASR-to-LLM-to-TTS pipelines and reliable media handling.
- Develop speech quality metrics, monitoring dashboards, load tests, and simulation tools; collaborate across research, infrastructure, security, and product teams.
🛠️ Requirements
- 5+ years of software engineering experience building and operating production-grade distributed systems.
- Proficiency in Golang or Python, or willingness to become an expert quickly.
- Experience designing low-latency, high-concurrency systems, ideally for real-time media or streaming data.
- Practical experience with ASR and/or TTS, speech model adaptation, and speech quality metrics such as WER, CER, and MOS.
- Knowledge of audio fundamentals, including sample rates, codecs, buffering, packet loss, and jitter.
- Experience evaluating models and running structured experiments; familiarity with ML tooling and model APIs.
- Preferred: speech enhancement, forced alignment, Kubernetes, Docker, cloud platforms, asynchronous systems, or large-scale speech datasets.
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