Software Engineer - Machine Learning
Tasks
- Apply DPO to optimize guardrail models
- Apply RLHF to optimize guardrail models
- Build evaluation harnesses for safety metrics
- Curate adversarial training data
- Deploy hybrid safety inference on device and cloud
- Design prompt injection detection models
- Document methods and contribute to patents
- Generate jailbreak and unsafe output examples
- Integrate safety models into agent workflows
- Train prompt safety classifiers
Perks/Benefits
- N/A
Skills/Tech-stack
Adversarial Data | Adversarial Data Generation | Adversarial Training | Content Moderation | DPO | Data Generation | DeepSpeed | Edge Deployment | FSDP | Guardrail Models | Hugging Face | Hugging Face Accelerate | JAX | Knowledge Distillation | Latency optimization | Machine Learning | Model Evaluation | Model Pruning | On-device Machine Learning | Privacy Preserving Processing | Privacy-preserving | Prompt Safety | Prompt injection | Prompt injection detection | PyTorch | Python | Quantization | RLAIF | RLHF | Red Teaming | Reward Design | Reward Modeling | TensorFlow
Education
Regions
Countries
States
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