Principal Applied Scientist
Tasks
- Architect machine learning security models
- Build graph and sequence based threat detection models
- Collaborate with detection engineering red team and threat intelligence
- Create experiments baselines and evaluation metrics
- Design data efficient learning with embeddings and self supervision
- Design real time inference strategies under cost constraints
- Develop anomaly detection and behavioral analytics
- Document research findings and recommended approaches
- Extract signal from noisy high volume telemetry
- Monitor model drift and evaluate model performance
- Operate research at petabyte scale
- Translate prototypes into production detection pipelines
Perks/Benefits
Skills/Tech-stack
Adversarial Machine Learning | Anomaly Detection | Apache Beam | Apache Flink | Clustering | Distributed Systems | Drift Detection | Embeddings | Graph Modeling | JAX | Machine Learning | Model Drift | Model Drift Detection | Model Explainability | Model Monitoring | Outlier Detection | PyTorch | Python | RNN | Representation Learning | SQL | Self-supervision | Sequence Modeling | Series analysis | Spark | Statistical modeling | TensorFlow | Threat detection | Time Series | Time Series Analysis | Transformers
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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