Artificial Intelligence Cybersecurity Engineer

About the Role

We are seeking a skilled Artificial Intelligence Cybersecurity Engineer to join our team and ensure the seamless deployment, monitoring, and optimization of AI models in production. The AI Integration Engineer will bridge the gap between AI model development and production systems, integrating models into applications, APIs, and infrastructure. This role focuses on building dashboards for real-time and historical model health, detecting data drift, and managing AI logging, while ensuring secure-by-design practices and alignment with business objectives.

Responsibilities

• Integrate AI/ML models into applications (e.g., web, mobile, IoT) using APIs (REST, gRPC) and platforms like TensorFlow Serving or AWS SageMaker.
• Create real-time and historical dashboards using Grafana, Kibana, or Plotly to monitor model health (e.g., latency, accuracy) and data drift.
• Implement monitoring pipelines with tools like Evidently AI or Weights & Biases to detect data drift and model degradation, triggering alerts as needed.
• Set up logging systems with ELK Stack, OpenTelemetry, or LangSmith to capture AI events, errors, and traces for debugging and auditing.
• Apply secure-by-design principles to protect models and data from vulnerabilities (e.g., adversarial attacks, data leakage) using tools like Adversarial Robustness Toolbox (ART).
• Optimize model inference for performance (e.g., via quantization, edge deployment) and ensure compatibility with cloud (AWS, Azure) or on-premises infrastructure.
• Partner with data scientists to understand model requirements, DevOps for infrastructure alignment, and stakeholders for reporting needs.
• Perform end-to-end testing of AI integrations, including stress testing and validation of dashboard metrics.
• Ensure integrations comply with regulations like GDPR, HIPAA, or NIST AI RMF for secure data handling.

Requirements

• Bachelor’s or Master’s degree in Computer Science, Software Engineering, Data Science, or a related field.
• 4+ years in software engineering or AI integration, with experience deploying AI models in production.
• Hands-on experience with dashboarding tools (e.g., Grafana, Kibana) and observability platforms (e.g., Prometheus, Datadog).
• Familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud) for AI deployment.
• Must be eligible to obtain a Department of Homeland Security EOD clearance (Requirements: US Citizenship, Favorable Background Investigation).

Skills

• Technical Skills: Proficiency in Python; knowledge of JavaScript, C++, or Go is a plus for UI or system-level integration. Experience with containerization (Docker, Kubernetes) and API development (REST, GraphQL). Expertise in logging frameworks (e.g., ELK Stack, OpenTelemetry) and visualization tools (e.g., Plotly, Chart.js).
• AI-Specific Skills: Understanding of AI model metrics (e.g., F1 score, latency) and drift detection techniques (e.g., PSI, KS test). Knowledge of AI vulnerabilities (e.g., prompt injection, model inversion) and mitigation strategies (e.g., differential privacy, ART).
• Soft Skills: Strong problem-solving skills for debugging integration issues and optimizing dashboards. Excellent communication to translate technical metrics into business insights. Collaboration skills to work across data science, DevOps, and product teams.

Desired Qualifications

• Experience with LLM-specific tools like LangSmith or Helicone for monitoring generative AI applications.
• Familiarity with compliance frameworks (e.g., NIST AI RMF, OWASP AI Security Top 10).
• Engagement with AI/ML communities, such as X platform discussions on #AISecurity or #MLOps.

About Us

Formed through the strategic union of Sev1Tech and ERT, Entarian is a premier provider of mission-critical engineering and technology solutions. Founded on a legacy of excellence dating back to 1993, Entarian is a product of an evolved and fully diversified engineering and federal technology leader. From deep space to defense and civilian missions, Entarian delivers secure, mission-aligned digital solutions that drive national resilience and operational effectiveness. We don't just support modernization; we define it.