Sev1Tech
Artificial Intelligence Cybersecurity Engineer
Sev1Tech, Washington, District of Columbia, us, 20022
MLOps Engineer
We are seeking a skilled MLOps Engineer to join our team and ensure the seamless deployment, monitoring, and optimization of AI models in production. The MLOps Engineer will design, implement, and maintain end-to-end machine learning pipelines, focusing on automating model deployment, monitoring model health, detecting data drift, and managing AI-related logging. This role will involve building scalable infrastructure and dashboards for real-time and historical insights, ensuring models are secure, performant, and aligned with business needs. Minimum Qualifications
Education : Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or a related field. Experience : 5+ years in MLOps, DevOps, or software engineering with a focus on AI/ML systems. Proven experience deploying models in production using MLflow, Kubeflow, or cloud platforms (AWS SageMaker, Azure ML). Hands-on experience with observability tools like Prometheus, Grafana, or Datadog for real-time monitoring. Technical Skills : Proficiency in Python and SQL; familiarity with JavaScript or Go is a plus. Expertise in containerization (Docker, Kubernetes) and CI/CD tools (GitHub Actions, Jenkins). Knowledge of time-series databases (e.g., InfluxDB, TimescaleDB) and logging frameworks (e.g., ELK Stack, OpenTelemetry). Experience with drift detection tools (e.g., Evidently AI, Alibi Detect) and visualization libraries (e.g., Plotly, Seaborn). AI-Specific Skills : Understanding of model performance metrics (e.g., precision, recall, AUC) and drift detection methods (e.g., KS test, PSI). Familiarity with AI vulnerabilities (e.g., data poisoning, adversarial attacks) and mitigation tools like Adversarial Robustness Toolbox (ART). Soft Skills : Strong problem-solving and debugging skills for resolving pipeline and monitoring issues. Excellent collaboration and communication skills to work with cross-functional teams. Attention to detail for ensuring accurate and secure dashboard reporting. Desired Qualifications
Experience with LLM monitoring tools like LangSmith or Helicone for generative AI applications. Knowledge of compliance frameworks (e.g., GDPR, HIPAA) for secure data handling. Contributions to open-source MLOps projects or familiarity with X platform discussions on #MLOps or #AIOps. About Sev1Tech LLC
Welcome to Sev1Tech! Founded in 2010, we are proud to be a leading provider of IT modernization, engineering, and program management solutions. Our commitment is to deliver exceptional program and IT support services that empower critical missions for both Federal and Commercial clients. At Sev1Tech, our mission is clear: Build better companies. Enable better government. Protect our nation. Build better humans across the country. We believe that through innovation and dedication, we can make a significant impact on the communities we serve. Join the Sev1Tech family, where your potential for greatness is limitless! Here, you will not only achieve remarkable accomplishments but also enjoy a fulfilling and rewarding career progression. We invite you to explore opportunities with us and become part of a team that values your contributions and growth. For any additional questions or to submit referrals, feel free to reach out to recruiting@sev1tech.com.
We are seeking a skilled MLOps Engineer to join our team and ensure the seamless deployment, monitoring, and optimization of AI models in production. The MLOps Engineer will design, implement, and maintain end-to-end machine learning pipelines, focusing on automating model deployment, monitoring model health, detecting data drift, and managing AI-related logging. This role will involve building scalable infrastructure and dashboards for real-time and historical insights, ensuring models are secure, performant, and aligned with business needs. Minimum Qualifications
Education : Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or a related field. Experience : 5+ years in MLOps, DevOps, or software engineering with a focus on AI/ML systems. Proven experience deploying models in production using MLflow, Kubeflow, or cloud platforms (AWS SageMaker, Azure ML). Hands-on experience with observability tools like Prometheus, Grafana, or Datadog for real-time monitoring. Technical Skills : Proficiency in Python and SQL; familiarity with JavaScript or Go is a plus. Expertise in containerization (Docker, Kubernetes) and CI/CD tools (GitHub Actions, Jenkins). Knowledge of time-series databases (e.g., InfluxDB, TimescaleDB) and logging frameworks (e.g., ELK Stack, OpenTelemetry). Experience with drift detection tools (e.g., Evidently AI, Alibi Detect) and visualization libraries (e.g., Plotly, Seaborn). AI-Specific Skills : Understanding of model performance metrics (e.g., precision, recall, AUC) and drift detection methods (e.g., KS test, PSI). Familiarity with AI vulnerabilities (e.g., data poisoning, adversarial attacks) and mitigation tools like Adversarial Robustness Toolbox (ART). Soft Skills : Strong problem-solving and debugging skills for resolving pipeline and monitoring issues. Excellent collaboration and communication skills to work with cross-functional teams. Attention to detail for ensuring accurate and secure dashboard reporting. Desired Qualifications
Experience with LLM monitoring tools like LangSmith or Helicone for generative AI applications. Knowledge of compliance frameworks (e.g., GDPR, HIPAA) for secure data handling. Contributions to open-source MLOps projects or familiarity with X platform discussions on #MLOps or #AIOps. About Sev1Tech LLC
Welcome to Sev1Tech! Founded in 2010, we are proud to be a leading provider of IT modernization, engineering, and program management solutions. Our commitment is to deliver exceptional program and IT support services that empower critical missions for both Federal and Commercial clients. At Sev1Tech, our mission is clear: Build better companies. Enable better government. Protect our nation. Build better humans across the country. We believe that through innovation and dedication, we can make a significant impact on the communities we serve. Join the Sev1Tech family, where your potential for greatness is limitless! Here, you will not only achieve remarkable accomplishments but also enjoy a fulfilling and rewarding career progression. We invite you to explore opportunities with us and become part of a team that values your contributions and growth. For any additional questions or to submit referrals, feel free to reach out to recruiting@sev1tech.com.