Audio ML Engineer
Warszawa, Warszawa
Experis Manpower Group
Tasks:
As an Audio ML Engineer, you will:
Own the delivery of ML models, acting as a bridge between Applied Science and Engineering teams.
Architect and implement streaming audio services including ASR, TTS, VAD, and Diarization.
Validate hardware/software compatibility across development and production environments (e.g., GPU types, OS, dependencies, audio I/O, codecs).
Enforce rigorous testing protocols to ensure service-level awareness (stress/soak testing, quality preservation, latency consistency).
Manage releases of new model versions, including rollback capabilities and integration consistency across components.
Implement performance optimizations such as load management, dynamic batching, and caching.
Develop observability systems including structured logging, tracing, health checks, alerting, and actionable metric dashboards.
Requirements
Must Have:
5+ years of experience in ML engineering, with a focus on audio and voice technologies.
Strong background in Generative AI (LLMs, TTS) and Voice-based Conversational AI.
Proven experience in:
Service & API engineering
Streaming implementation
Hardware/software compatibility validation
Stress testing and latency optimization
Model release management and rollback strategies
Integration impact assessment on end-to-end behavior
Nice to Have:
Experience with performance optimization techniques (load management, batching, caching).
Familiarity with observability tools and practices (logging, tracing, alerting, dashboards).
Offer
Medicover healthcare package
Multisport card
Access to an e-learning platform
Group life insurance
Audio ML Engineer
Audio ML Engineer
Warszawa, Warszawa
Experis Manpower Group