Member of Technical Staff – Post‑Training Applied Audio
liquid-ai
Job description
About the role
Liquid‑AI is scaling its end‑to‑end multimodal speech and text model LFM2.5‑Audio (1.5 B parameters) for enterprise customers. This position focuses on post‑training work that adapts the model for real‑time, on‑device deployment, turning spoken user intents into structured tool calls.
Key responsibilities
- Own the full lifecycle of audio post‑training projects, from requirement gathering to delivery and evaluation.
- Translate customer use‑cases into concrete specifications and workflows for LFM2.5‑Audio and future models.
- Design and implement function‑calling capabilities that map spoken intents to API invocations, parameter extraction, and confirmation flows.
- Build data‑generation pipelines for speech‑to‑speech and text‑to‑text training, including synthetic dialogues and intent‑action pairs.
- Run supervised fine‑tuning, preference alignment, and reinforcement‑learning pipelines on audio language models.
Required profile
- Demonstrated ownership of end‑to‑end ML projects, especially in audio or speech domains.
- Ability to reason across data pipelines, speech‑text alignment, model adaptation, and evaluation as an integrated system.
- Pragmatic mindset focused on model quality and customer outcomes over academic publications.
- Comfort with on‑device constraints such as low latency, limited memory, and privacy requirements.
Required skills
- Experience with audio language models, speech‑to‑speech, ASR, and TTS technologies.
- Familiarity with fine‑tuning, reinforcement learning, and preference alignment workflows.
- Knowledge of data‑generation for speech and dialogue systems.
- Understanding of API design and function‑calling mechanisms for voice‑driven applications.
What we offer
- Opportunity to shape applied audio AI at a foundation‑model company.
- Deep technical ownership and direct impact on enterprise deployments.
- Collaboration with a fast‑growing team at the intersection of research and product.
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Published 3 weeks ago
Expires 1 month from now
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