ML Engineer, Agentic Systems

About the Company

Mirage is an AI-native video platform that intelligently orchestrates production and editing through natural language. Our models leverage contextual awareness to execute the same creative decisions a professional editor would.

Responsibilities

• Design and build end-to-end agentic systems for creative tasks
• Develop novel approaches for training and adapting large language models
• Design new objectives, datasets, and fine-tuning strategies to improve agent behavior
• Explore multimodal reasoning and structured generation for creative control
• Run systematic experiments to evaluate and improve agent performance
• Design evaluation frameworks for agentic workflows in video analysis and editing
• Analyze failure modes across the full agent loop and iterate on improvements

Requirements

• BS/MS/PhD in CS, ML, or related field
• Strong track record building production ML systems or agentic pipelines
• Deep understanding of transformers and modern LLM techniques
• Experience with fine-tuning, alignment, or post-training methods
• Ability to own the full stack from model experiments to deployed systems
• Strong experimental rigor

Benefits

• Comprehensive medical, dental, and vision plans
• 401K with employer match
• Commuter Benefits
• Catered lunch multiple days per week
• Dinner stipend for late nights
• Grubhub subscription
• Health & Wellness Perks
• Multiple team offsites and monthly team events
• Generous PTO policy