Research Engineer Agentic Systems
MirageVisit Mirage website
Mirage is an AI video company building creative tools for video, motion, and sound.
New York City, United States
Funding history
About Mirage
Mirage develops AI-native video-creation products, including the Captions app and Tesseract runtime, alongside foundation models for expressive video generation.
Skills
Candidate Availability
Required and preferred rules are kept separate and reflect the wording in the original posting.
About the Role
You will develop end-to-end agentic systems for creative work involving video. You will train and adapt language models, create datasets and fine-tuning strategies, evaluate agent workflows, investigate failure modes, and improve reasoning, control, and structured generation.
Requirements
- Production ML systems or agentic pipelines
- Transformer knowledge
- Large language model techniques
- Fine-tuning
- Alignment
- Post-training methods
- Structured output generation
- Tool use
- Model experimentation
- Deployed agent systems
Responsibilities
- Design and build end-to-end agentic systems for creative tasks
- Develop approaches for training and adapting large language models
- Design objectives, datasets, and fine-tuning strategies
- Explore multimodal reasoning and structured generation
- Run experiments to evaluate and improve agent performance
- Design evaluation frameworks for video-analysis and editing workflows
- Analyze agent-loop failure modes and iterate on improvements
Benefits
- Comprehensive medical, dental, and vision plans
- 401K with employer match
- Commuter benefits
- Catered lunch multiple days per week
- Dinner stipend for late work
- Grubhub subscription
- Health and wellness perks
- Multiple team offsites per year
- Monthly team events
- Generous PTO policy