Artificial Intelligence Integration Engineer
Sev1Tech, LLC.Virginia, United States • Arlington, Virginia, United States
Posted October 31, 2023
Full Time
About the Company
Sev1Tech is a leading provider of innovative technology solutions and high-end engineering services. Specializing in data center relocation, IT consolidation, cyber defense, and more, the company leverages cutting-edge methods to tackle complex challenges across various industries. Sev1Tech's core value lies in its mission-focused approach, agile methodologies, and commitment to corporate responsibility, earning accolades for delivering exceptional solutions that exceed customer expectations.
Job Description
Sev1Tech is seeking a skilled Artificial Intelligence Integration Engineer to join their team. The role focuses on the seamless deployment, monitoring, and optimization of AI models in production, including model deployment, monitoring, and optimizing infrastructure for models. This includes building scalable dashboards, implementing data drift detection, and collaborating with data scientists and DevOps teams.
Requirements
- 5+ years in Artificial Intelligence Integration, DevOps, or software engineering
- Proven experience deploying models in production using MLflow, Kubeflow, or cloud platforms
- Hands-on experience with observability tools like Prometheus, Grafana, or Datadog
- Technical Skills: Proficiency in Python and SQL; familiarity with JavaScript or Go
- Expertise in containerization (Docker, Kubernetes) and CI/CD tools (GitHub Actions, Jenkins)
- Knowledge of time-series databases (e.g., Influx DB, Timescale DB) and logging frameworks (e.g., ELK Stack, Open Telemetry)
- Experience with drift detection tools (e.g., Evidently AI, Alibi Detect) and visualization libraries (e.g., Plotly, Seaborn)
- Understanding of model performance metrics (e.g., precision, recall, AUC) and drift detection methods (e.g., KS test, PSI)
Benefits
- Benefits Ret Match