Senior Machine Learning Engineer, Generative Media (AI Video Creation)

cgs • San Francisco Bay Area

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AI Summary

Lead the development of proprietary generative-media models for an AI video creation platform, owning the full lifecycle from training to production deployment. Focus on improving video generation quality, speed, and intelligence while collaborating closely with a small, high-impact team. Requires 3–6 years of hands-on experience in generative AI, model optimization, and production deployment.

Key Highlights

Own end-to-end development of proprietary generative-media models for AI video creation

Work with diffusion, flow matching, and other modern generative techniques

Direct impact on product capabilities with a small, fast-moving team in a seed-stage startup

Key Responsibilities

Train and fine-tune modern image and video generation models using diffusion and flow matching techniques

Develop proprietary lightweight models to enhance video generation quality, speed, and intelligence

Oversee model deployment, evaluation, and integration into a live product environment

Design and refine training-data strategies, including data collection, labeling, and feedback loops

Build benchmarks, evaluation frameworks, and measurement systems to assess model performance

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Technical Skills Required

Generative AI (Diffusion Models, Flow Matching) Machine Learning Model Development Production Deployment & MLOps

Benefits & Perks

$200,000–$350,000 base salary

0.1–0.7% equity

Visa sponsorship available

In-office position in San Francisco, CA (5 days/week)

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Nice to Have

Research publications or open-source contributions in generative AI

Experience with text-to-video or image generation systems

Prior work at generative-media companies (e.g., Meta, Runway, Stability AI)

Job Description

ML Engineer, Generative Media

📍 Location: San Francisco, California, USA (in-office, 5 days per week)

💰 Salary: $200,000–$350,000 base + 0.1–0.7% equity

🧠 Experience: 3–6 years

🛂 Visa sponsorship: Available

🏢 Company stage: Seed-stage AI startup

About the Company

An ambitious, seed-stage applied AI lab in San Francisco is building the next generation of AI-powered creative tools. Founded by an experienced team that has previously built and sold companies, the company is backed by well-known investors and already has strong public traction.

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