Senior Staff Engineer (AI Developer SOC Automation)
Tasks
- Build AI security agents and bots
- Build Python APIs and microservices
- Build retrieval-augmented generation pipelines
- Collaborate with SOC and security teams
- Create unit tests and integration tests
- Design AI powered security automation
- Develop Azure Functions and Logic Apps automation
- Develop NLP and machine learning models for security analytics
- Develop and evaluate LLM powered security use cases
- Implement feature engineering pipelines for security telemetry
- Integrate AI with SIEM SOAR and ticketing systems
- Maintain CI/CD pipelines
- Monitor model performance and drift
- Prepare technical documentation and runbooks
- Process event streams from cloud and on premises sources
Perks/Benefits
- N/A
Skills/Tech-stack
AI Search | Analytics rules | Azure AI | Azure AI Search | Azure Event | Azure Event Hubs | Azure Functions | Azure Machine Learning | Azure OpenAI | Azure Sentinel | Azure Sentinel Analytics Rules | Azure Sentinel Playbooks | Azure Sentinel Workbooks | CI/CD | Containerization | Docker | Event Driven | Event Hubs | Event-driven architecture | FastAPI | Flask | Git | Incident Response | Integration Testing | Language Models | Language Processing | Large Language Models | Log Analysis | Logic Apps | MITRE ATT&CK | MLOps | Machine Learning | Microservices | Microsoft Sentinel | Natural Language | Natural Language Processing | NumPy | Pandas | Prompt engineering | PyTorch | Python | RAG | REST APIs | Retrieval-Augmented Generation | SIEM | SOAR | Scikit-learn | Secure Software | Secure Software Development | Security monitoring | Semantic Search | Sentinel Playbooks | Software development | TensorFlow | Threat Intelligence | Unit Testing | Vector Databases
Education
N/A
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