Runway

Applied Research Lead, Reinforcement Learning

Remote

Not SpecifiedCompensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Research & Development, Creative TechnologiesIndustries

Requirements

Candidates are required to have 4+ years of relevant engineering or research experience in applying reinforcement learning to align language, image, and/or video generation models, along with very strong programming skills and the ability to write clean and maintainable research code. A deep interest in building human-in-the-loop systems for creativity and passion for seeing research through from initial conception to eventual application are also necessary. Experience mentoring and teaching other researchers is required, as well as strong communication, collaboration, and documentation skills.

Responsibilities

The Applied Research Lead will lead efforts in applying reinforcement learning based techniques to improve the quality and controllability of models powering Runway’s research and tools, mentoring and teaching other researchers, and developing novel user interfaces for creative tasks. They will also contribute to building impactful and novel machine learning projects, ensuring compliance with employment legislation, and advising management on HR-related risk mitigation strategies.”} ID: 12345} This position is open to remote work across North America and Europe. Runway is committed to equal opportunity employment.” This role involves developing and implementing research, collaborating with a team of creative individuals, and contributing to the overall mission of Runway.”} The salary range is $280,000 - $380,000. Runway values diversity and inclusion, and encourages applications from individuals with diverse backgrounds. The company is focused on building Universal Simulation systems and empowering creative individuals. The role requires a commitment to continuous innovation and building impossible things. The role involves monitoring and interpreting changes in employment legislation. The role also involves conducting audits and delivering training.

Skills

Reinforcement Learning
Machine Learning
Software Engineering
Research Programming
Human-in-the-loop Systems
Creative User Interfaces
Model Development
Collaboration
Communication

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.

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.

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