We are looking for a Director of Machine Learning specializing in Dataset Engineering to lead our strategic efforts in data acquisition, management, and optimization. This role combines strategic thinking with hands-on data analysis and technical expertise.
Responsibilities
- Establish and oversee data partnerships to obtain high-quality datasets for our AI models
- Develop data strategies that support Runway's product and research objectives
- Analyze our data ecosystem to find gaps and areas for improvement
- Work with external partners on new data projects
- Keep up with advances in dataset engineering and machine learning, applying new methods to our work
- Participate in hands-on data analysis, guiding the team in data exploration and interpretation
- Manage data costs and implement ways to optimize data usage and storage
What you'll need
- 8+ years of experience in machine learning and dataset engineering, focusing on large-scale, multimodal datasets
- Experience leading data strategies and partnerships at a senior level
- Expertise in data analysis, with practical experience in examining complex datasets
- Knowledge of data cost management and optimization techniques
- Understanding of current developments in dataset engineering and machine learning
- Experience working with external data providers and managing large data projects
- Ability to connect technical concepts with business strategies
- Leadership skills to guide a team of data engineers and analysts
- Communication skills to explain complex data concepts to various audiences
