Generative Media ML Engineer - Production Ready

CGS; San Francisco (CA); On-site; USD 200,000 - 350,000; Full time

Benefits offered by this job

Visa sponsorship

Equity

Competitive salary

Job summary

CGS, a seed-stage applied AI lab in San Francisco, is seeking an ML Engineer specializing in generative media to own the models behind our AI video creation platform. You will train, evaluate and deploy models in production, collaborating with a small, highly technical team.

You'll develop proprietary lightweight models to improve quality, speed and intelligence of generated media, take experiments through production, and contribute to product features.

Qualifications

• 3–6 years of experience in machine learning, generative AI, computer vision or a closely related field.
• Hands-on experience training or fine-tuning modern image or video generation models, including diffusion, flow matching or comparable architectures.
• Proven track record of shipping machine learning models into production products.
• Experience with training pipelines and a strong understanding of training-data strategy.
• Familiarity with generative-model evaluation, benchmarks and feedback loops.
• Experience at a recognized generative-media, computer-vision or frontier AI company or research lab.
• Willingness to work in person in San Francisco five days per week; relocation and visa sponsorship available.

Responsibilities

• Train and fine-tune modern image and video generation models using diffusion and related techniques.
• Develop proprietary models to improve quality, speed and intelligence of AI-generated media.
• Take models from training through evaluation, deployment and live product integration.
• Design and refine training-data strategies including collection, labeling, filtering and feedback loops.
• Build benchmarks, evaluation frameworks and measurement systems to monitor model performance.
• Investigate model behavior and identify opportunities to improve output quality and generation speed.
• Collaborate with a small, highly technical team to translate AI advances into product features.

Skills

Machine learning

Generative AI

Computer vision

Production deployment

Model evaluation

Job description

CGS, a seed-stage applied AI lab in San Francisco, is seeking an ML Engineer specializing in generative media to own the models behind our AI video creation platform. You will train, evaluate and deploy models in production, collaborating with a small, highly technical team.

You'll develop proprietary lightweight models to improve quality, speed and intelligence of generated media, take experiments through production, and contribute to product features.