Staff Machine Learning Engineer, Traffic Intelligence
Tasks
- Architect traffic classification ML systems
- Build offline to online data pipelines
- Collaborate with security and data platform teams
- Deploy real time traffic scoring models
- Evaluate models with stratified benchmarks
- Implement leakage prevention checks
- Integrate scoring into automated mitigation workflows
- Maintain adversarial feedback loop
- Mentor engineers on ML quality and design
- Optimize edge inference latency
Perks/Benefits
Skills/Tech-stack
Bayesian Calibration | Bayesian Methods | CDN | Calibration | Causal Inference | Data Engineering | Econometrics | Feature Engineering | Graph Analysis | Graph Neural Networks | HTTP TLS | LLM Benchmarking | Load Balancer | Machine Learning | Model Evaluation | Neural Networks | Precision-recall | Python | ROC-AUC | SQL | Sybil Detection
Education
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