Runway

Director of Machine Learning, Dataset Engineering

Remote

Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Entertainment, Creative TechnologiesIndustries

Requirements

Candidates must possess 8+ years of experience in machine learning and dataset engineering, with a focus on large-scale, multimodal datasets, and demonstrated expertise in data analysis, including examining complex datasets. They should also have knowledge of data cost management and optimization techniques, as well as an understanding of current developments in dataset engineering and machine learning, alongside experience working with external data providers and managing large data projects.

Responsibilities

The Director of Machine Learning, Dataset Engineering will establish and oversee data partnerships to obtain high-quality datasets, develop data strategies that support Runway’s product and research objectives, analyze the data ecosystem to identify 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 the work, participate in hands-on data analysis, guiding the team in data exploration and interpretation, and manage data costs while implementing ways to optimize data usage and storage.

Skills

Machine Learning
Dataset Engineering
Data Partnerships
Data Strategies
Data Analysis
Data Cost Management
Data Optimization
Multimodal Datasets
Data Ecosystem Analysis
External Collaboration

Runway

Finance platform for business modeling and planning

About Runway

Runway offers a finance platform that simplifies business modeling, planning, and alignment for companies of all sizes. It operates on a subscription-based model, providing features like automated data integration, simplified financial modeling, and detailed reporting, all through a user-friendly interface. What makes Runway different is its focus on creating an enjoyable user experience and the ability to use human-readable formulas. The goal of Runway is to empower businesses to make informed financial decisions through effective collaboration.

Key Metrics

San Francisco, CaliforniaHeadquarters
2020Year Founded
$36MTotal Funding
SERIES_ACompany Stage
Data & Analytics, Enterprise Software, Financial ServicesIndustries
51-200Employees

Benefits

Remote Work Options
Company Equity

Risks

Increased competition from Genmo's Mochi-1 model threatens Runway's market position.
Luma AI's rapid API launch indicates a highly competitive market environment.
Legal challenges may arise from Runway's partnerships and use of copyrighted materials.

Differentiation

Runway offers a user-friendly interface for financial modeling and planning.
The platform integrates data from HR, accounting, and data warehouses for comprehensive insights.
Runway's human-readable formulas simplify complex financial modeling for diverse clients.

Upsides

Increased demand for AI-driven financial modeling tools enhances Runway's market potential.
Growing interest in integrated financial platforms supports Runway's comprehensive solution.
Rising trend of user-friendly SaaS platforms aligns with Runway's design and functionality.

Land your dream remote job 3x faster with AI