Tech Lead Manager, Data Infrastructure
cartesiaUSAFull Time3w ago
AIMLSupportRecruiterStrategyEngineeringArchitectInfrastructureremotecurated-jd
Job description
Tech Lead Manager, Data Infrastructure at cartesia.
About the role
Cartesia is building AI that interacts with the world through human-like perception. We are seeking a technical leader to oversee our data infrastructure strategy and implementation, directly influencing the performance of our foundational models.
Key facts
What you'll do
- Develop and execute a comprehensive multi-modal data strategy covering pre-training and post-training phases.
- Build and maintain high-throughput pipelines for processing audio, text, and video data.
- Integrate data systems with training and inference infrastructure to optimize GPU utilization and model evaluation.
- Implement strict data quality controls and establish feedback loops between dataset composition and model performance.
- Manage external data vendor relationships and identify new data acquisition opportunities.
Requirements
- Proven experience in ML data infrastructure, specifically regarding training pipelines, versioning, and large-scale data loading.
- Technical proficiency with multi-modal data, particularly audio formats, augmentation, and streaming.
- Strong software engineering skills with a focus on writing maintainable, tested code.
- Demonstrated ability to lead technical projects within cross-functional, research-oriented environments.
- Understanding of generative model training and inference workflows.
Skills & tools
- Data pipeline architecture
- Multi-modal data processing (audio, text, video)
- Large-scale data storage and streaming
- ML training and inference infrastructure
Practical notes
- Cartesia participates in E-Verify for all new hires.
- Visa sponsorship is available and evaluated on a case-by-case basis.
- US benefits include fully covered medical, dental, and vision insurance for employees and families.
- Additional benefits include 9 weeks paternity leave, 12 weeks maternity leave, 401(k), commuter stipend, flexible PTO, and daily meals.