Director of Machine Learning, Dataset Engineering

Position Overview

• Location Type: Remote
• Job Type: Full-time
• Salary: (Salary information not provided)

Runway is an applied research company pioneering new tools for human imagination. Runway has been at the forefront of multi-modal AI systems ensuring that the future of media creation is accessible, controllable and empowering for creatives. Runway’s mission is to ensure that anyone anywhere can tell their stories. We believe that deep learning techniques applied to audiovisual content will forever change art, creativity and design tools. Runway is leading a shift to generative media that is unlocking an unprecedented level of creative potential. The invention of the camera 200 years ago forever changed our world – AI is a new kind of camera that will reshape storytelling forever.

Requirements

• Experience: 8+ years of experience in machine learning and dataset engineering, focusing on large-scale, multimodal datasets.
• Leadership: Experience leading data strategies and partnerships at a senior level.
• Data Analysis Expertise: Expertise in data analysis, with practical experience in examining complex datasets.
• Data Cost Management: Knowledge of data cost management and optimization techniques.
• Technical Understanding: Understanding of current developments in dataset engineering and machine learning.
• External Partnerships: Experience working with external data providers and managing large data projects.
• Strategic Thinking: Ability to connect technical concepts with business strategies.
• Leadership Skills: Leadership skills to guide a team of data engineers and analysts.
• Communication Skills: Communication skills to explain complex data concepts to various audiences.

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.

Application Instructions

(Application instructions not provided)

Company Information

Runway strives to recruit and retain exceptional talent from diverse backgrounds while ensuring pay equity for our team. Our salary ranges are based on competitive market rates for our size, stage, and industry, and salary is just one part of the overall compensation package we provide. There are many factors that go into salary determinations, including relevant experience, skill level, and qualifications assessed during the interview process and maintaining internal equity with peers on the team. The range shared below is a general expectation for the function as posted, but we are also open to considering candidates who may be more or less experienced than outlined in the job description.