Member of Technical Staff (Data) (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Member of Technical Staff (Data) (AI): Own the pipelines and storage systems that feed petabyte-scale multimodal datasets into model training with an accent on sustainable platforms, automation, and efficient processing at scale. Focus on designing high-performance ETL pipelines, evolving data formats for cutting-edge AI advancements, scaling infrastructure for massive growth, and handling heterogeneous datasets.
Location: Fully remote, fully-distributed async-first culture with occasional company meetings a few times per year in London, UK or North America (LA, Toronto). All business roles hybrid by default, some fully remote depending on scope.
Company
AI company building world models and cutting-edge technology for media and entertainment.
What you will do
- Design, automate, maintain, and optimize Python ETL pipelines (Spark/Ray) for large-scale multimodal data.
- Build and maintain data cataloging, lineage, quality tooling, integrity verification, access controls, and lifecycle management systems.
- Provide guidance, internal tools, and documentation on data best practices to colleagues.
- Serve as custodian of company datasets, ensuring data health, quality, and discoverability.
Requirements
- Data Engineering: Knowledge of Python ETL pipelines, infrastructure, data formats, and storage at scale.
- ML Data Ops: Experience managing datasets, annotations, and data versioning for model training.
- Basic ML Knowledge: Solid grasp of ML fundamentals to collaborate with researchers.
- Agentic Engineering: Skilled at writing specifications for AI agents with effective human review.
- High agency, ownership, end-to-end validation of inputs/outputs, continuous improvement.
Culture & Benefits
- Competitive salary and equity.
- Private health coverage, pension contribution (UK, Canada, US).
- Hardware setup of your choice, stipends for phone, internet, meals.
- Fully-distributed, async-first culture with high dedication like Olympic athletes; anticipate occasional late nights and weekends.
- Rapid pragmatic solutions balanced with high-quality long-term work.
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