MLOps/ Edge Orchestration Engineer in Aguadilla at SOLX HOLDINGS LLC

Own the model lifecycle across SEVN — the CI/CD, orchestration, and monitoring that take a vision model from training to every edge node and keep it healthy.

• Build CI/CD pipelines for models — training, evaluation, packaging, and deployment to the edge fleet.
• Orchestrate model rollouts, versioning, rollback, and A/B evaluation across nodes.
• Automate data and labeling pipelines that feed retraining loops.
• Monitor model performance and data drift in production; trigger retraining and alerts.
• Own the model registry, experiment tracking, and reproducibility.
• Partner with CV/ML engineers to shorten the path from experiment to production.

• BS / MS in Computer Science, EE, or related — or equivalent experience.
• 3+ years in MLOps, ML platform, or DevOps for ML.
• Experience with ML pipeline tooling (e.g. MLflow, Kubeflow, Airflow, or similar).
• Strong Python; CI/CD, containers, and infrastructure-as-code.
• Experience deploying and monitoring models at the edge or in production.
• Comfortable owning the reliability of a live, always-on system.
• Bilingual English / Spanish a plus.