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