Responsibilities
- Develop and deploy machine learning models optimized for security use cases including anomaly detection, threat identification, and behavioral analysis.
- Perform feature engineering and selection on high-volume, real-time security data such as logs, network telemetry, and endpoint signals.
- Manage the full model lifecycle with emphasis on version control, testing protocols, and iterative improvements using MLOps standards.
- Keep current with advancements in data science, deep learning, and AI applications in cybersecurity to inform product evolution.
- Investigate new statistical and machine learning approaches to address evolving cyber threats.
- Build and execute A/B testing frameworks to evaluate model effectiveness and business impact.
- Collaborate with data engineers to structure and prepare complex datasets for training and inference.
- Design and maintain data pipelines tailored to feature extraction and real-time model serving.
- Utilize vector databases and retrieval-augmented generation systems to enhance context in large language model applications.
- Engage with security operations teams to align model outputs with operational needs and real-world threat patterns.
- Partner with product management to define AI-driven features and quantify their business value.
- Communicate technical results and model behavior clearly to both technical and non-technical stakeholders.
Benefits
- Attractive salary and comprehensive benefits offering.
- Access to advanced AI-powered cybersecurity platforms and integration with Google SecOps tools.
- Work alongside a skilled and forward-thinking team dedicated to advancing security operations.
- Supportive environment emphasizing professional growth in AI, cybersecurity, and emerging technologies.
Compensation
Competitive salary and benefits package.
Work Arrangement
On-site
Team
Collaborate across Security Operations, Product, and Data Engineering teams.
Other
This role is based in San Jose, CA, requiring in-person attendance at the office for four days each week.
Not specified