As a Senior SOC Engineer specializing in AI/ML, Backend development, and Distributed systems, you will drive innovation to strengthen our Security Operations Center capabilities.
Requirements
- Develop, implement, and maintain AI-driven full-stack solutions that enhance user experiences and optimize internal workflows.
- Develop and operate scalable backend services and APIs for AI/ML workloads using languages such as Python, Typescript, Node.js etc.
- Build and enhance platform components such as, feature and embeddings stores, vector search/semantic search infrastructure, evaluation dashboards, prompt/version management, and feedback loops.
- Implement security, data protection, and responsible AI guardrails, ensuring safe and compliant use of models and data.
- Apply best practices using, Azure and on-prem containerization, CI/CD pipelines (Azure Devops / Gitlab). Infrastructure-as-Code for scalable deployments.
- Work closely with Product, Data Science, Data Engineering, Design, and DevOps/SRE teams to translate business problems into robust technical solutions.
- Integrate Automation and AI technologies with existing SOC tools and technologies, orchestrating workflows across disparate security systems for seamless response coordination.
- Monitor the performance of the Automation and AI technologies, identifying and addressing any issues or bottlenecks to ensure optimal functionality and reliability.
- Maintain comprehensive documentation of AI workflows, configurations, and procedures. Provide training and guidance to internal users and engineers.
