Software Engineer, Data Infrastructure & Acquisition - Cardiff, United Kingdom
Core
Building high-quality datasets at petabyte-scale to support model training operations for text-to-speech products.
Role type
Senior Software Engineer (Data Infrastructure & Acquisition)
Builds
Ingestion pipelines for audio data collection and dataset generation for AI models.
Domain
Artificial Intelligence / Audio Technology / Data Engineering
Deliverable
production ML models
Required skills
Python scripting, Bash scripting, Linux environments, Docker, Infrastructure-as-Code, GCP, web crawlers, large-scale data processing workflows
Preferred skills
Experience with data collection strategies, cost optimization in data pipelines
Technologies
GCP, Terraform, Docker, Python, Bash
Responsibilities
Find new sources of audio data and integrate them into the ingestion pipeline; Operate and extend cloud infrastructure for data ingestion; Collaborate with scientists to optimize cost, throughput, and quality of datasets; Contribute to the AI team's dataset roadmap.
Seniority
Senior, hands-on IC