Audio ML Engineer - Production Inference & Tools

Us Tech Solutions; Redmond; Vor Ort; AUD 137.000 - 157.000; Vollzeit

Zusammenfassung

US Tech Solutions is seeking a Contract Machine Learning Engineer to own and sustain a family of production ML models. You will maintain inference services, evaluation pipelines, and integrate models into internal tools with API, endpoint, and web UI onboarding.

This onsite role spans Redmond and Sunnyvale, with a 12-month contract. Qualifications emphasize Python, PyTorch, ML concepts, and audio processing.

Qualifikationen

• Bachelor's degree in Computer Science, Electrical Engineering, or a related technical field, or equivalent practical experience.
• Proficiency in Python and a deep-learning framework such as PyTorch.
• Knowledge of Machine Learning concepts and ML engineering practices.
• Basic knowledge of audio and signal processing.
• Ability to work independently

Aufgaben

• Own a family of deep-learning models end to end: architecture, checkpoints, evaluation pipelines, serving infrastructure, and failure modes.
• Integrate these models into internal and XFN tools and workflows via API/endpoint integration and web UI onboarding.
• Operate always-on model inference capacity: monitor traffic, resolve throttling, tune auto-scaling, request additional capacity, redeploy, and escalate to platform owners as needed
• Run analysis and interpret model evaluations on request, apply minor bug fixes and preprocessing changes, and manage version bumps and checkpoint swaps
• Communicate with and support model users and tooling owners across various domains including audio engineers, SDEs, research scientists, TPMs etc.
• Serve as oncall for the covered services.

Kenntnisse

Python

PyTorch

ML concepts

Audio processing

Ausbildung

Bachelor's degree in CS/EE

Tools

Jupyter/Bento

Model-serving

REST/GraphQL

Jobbeschreibung

US Tech Solutions is seeking a Contract Machine Learning Engineer to own and sustain a family of production ML models. You will maintain inference services, evaluation pipelines, and integrate models into internal tools with API, endpoint, and web UI onboarding.

This onsite role spans Redmond and Sunnyvale, with a 12-month contract. Qualifications emphasize Python, PyTorch, ML concepts, and audio processing.