[Remote] Engineering Manager, Machine Learning at Runway

Remote

Runway Logo
Not SpecifiedCompensation
Junior (1 to 2 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Media & Creative ToolsIndustries

Skills

Key technologies and capabilities for this role

Machine LearningLarge Scale Distributed TrainingDiffusion ModelsLarge Language Models (LLMs)PyTorchTensorFlowPrototypingTeam LeadershipInclusive LeadershipSystem Design

Questions & Answers

Common questions about this position

Is this position remote?

Yes, this is a remote position.

What is the salary for this role?

Salary is based on competitive market rates and experience.

What technical skills are required for this position?

Candidates need a strong background in building impactful machine learning projects, especially large scale distributed training, experience training diffusion models or LLMs from scratch, and solid knowledge of at least one ML framework like PyTorch or TensorFlow.

What leadership experience is needed for this role?

The role requires 2+ years in a team lead or engineering manager role, 4+ years in engineering or research, an empathetic and inclusive leadership style, and skills in rapid prototyping, communication, collaboration, and documentation.

What does the company value in candidates?

Runway values exceptional talent from diverse backgrounds, pay equity, empathetic and inclusive leadership, and the ability to build teams of skilled engineers from diverse backgrounds.

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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