MLOps Architect

Join Us as MLOps Architect! At ORBCOMM, we are looking for a skilled MLOps Architect to design and implement the technology architecture that enables deployment, scaling, and management of Generative AI and machine learning models.

Requirements

• Architect and design end-to-end infrastructure and reference architectures for deploying GenAI and ML models into production environments.
• Define best practices for packaging, APIs, containerization, and Infrastructure-as-Code (IaC) patterns to enable modular and reusable deployment frameworks.
• Design and build pipelines for model training, validation, deployment, rollback, and monitoring.
• Support both batch and real-time inference workloads, optimizing for cost, performance, and reliability.
• Establish monitoring, alerting, and drift detection mechanisms to maintain model health and detect anomalies.
• Automate workflows through CI/CD and continuous training pipelines, versioning, and automated testing of models.
• Collaborate with data scientists, product, and IT teams to integrate models and iterate on production insights.
• Optimize infrastructure for reliability, GPU/TPU utilization, and cost efficiency.
• Ensure governance, compliance, and responsible AI practices, including model version control, security, bias mitigation, and regulatory standards.

Benefits

• Generous Paid Time Off
• 401k Matching
• Retirement Plan
• Visa Sponsorship
• Four Day Work Week
• Generous Parental Leave
• Tuition Reimbursement
• Relocation Assistance