Senior Machine Learning Engineer - Firefly
Tasks
- Architect scalable feedback data pipelines for multimodal workflows
- Build evaluation and monitoring infrastructure
- Build production pipelines for user feedback ingestion
- Collaborate with applied scientists to translate feedback into improvements
- Contribute to adaptive data driven system technical strategy
- Create data driven iteration loop for model updates
- Define feedback collection strategies and success metrics
- Design extensible systems for new modalities and integrations
- Develop preference models from pairwise data
- Own feedback systems initiative end to end
- Scope and prototype preference based steering and training data improvements
Perks/Benefits
- N/A
Skills/Tech-stack
Autoregressive models | Data Pipelines | Data Quality | Diffusion Models | Language Models | Latency optimization | Machine Learning | Model Evaluation | Model Monitoring | Multimodal Machine Learning | Multimodal Transformers | Pairwise Data | Preference Modeling | Production Machine Learning | PyTorch | Python | RLHF | Reinforcement Learning | Reward Modeling | System Reliability | Throughput Optimization | Vision Language Models | Vision-language
Education
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