[Remote] Engineering Manager, ML Platform at Runway

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Not SpecifiedCompensation

N/AExperience Level

N/AJob Type

Not SpecifiedVisa

N/AIndustries

Requirements

5+ years building distributed systems, data pipelines, and infrastructure at scale
Experience managing engineering teams of 3-8 people
Production infrastructure expertise with cloud platforms (AWS/GCP), container orchestration (Kubernetes/ECS) and operating services at scale
Proven experience with monitoring and reliability, including building comprehensive monitoring and alerting
Collaborative mindset and experience working with researchers and data scientists
Humility and open-mindedness

Responsibilities

Build the platform infrastructure for ML at scale
Lead the platform engineering team that powers Runway's machine learning pipeline—from data processing through model training to production inference
Work closely with research teams to build robust, scalable systems
Keep training jobs running smoothly by building monitoring, alerting, and automation around critical multi-day training runs
Enable model evaluation and exploration by maintaining the platform that lets researchers inspect training data, visualize outputs, and evaluate model checkpoints
Scale production inference by owning the inference pipeline serving Runway's products and implementing monitoring and alerting for performance and reliability
Lead GPU capacity planning to balance cost and user experience as demand grows

Skills

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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