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MLOPS Architect
2 months ago
We are seeking a highly skilled MLOPS Architect to join our team at Magicforce. As a key member of our organization, you will be responsible for providing technology leadership and advising on the future technology roadmap for our client platform.
Key Responsibilities- Technology Leadership: Provide expertise in AI/ML technology advancements and advise on future technology roadmap for our client platform.
- MLOPS Application Development: Develop a custom MLOPS application for data scientists using Seldon, MLflow, Apache Airflow, etc.
- Build Automation: Design and develop build automation for complex and very large models, especially image models.
- Hybrid Environment Expertise: Have experience with Hybrid environment (On-prem and cloud).
- Job Queuing and Resource Optimization: Have expert knowledge on job queuing and resource optimization and scaling.
- Cloud Architecture: Have understanding of AWS cloud stack and experience in architecting large enterprise systems.
- Architecture Standards and Governance: Define and implement architecture standards, architecture management processes, and governance across multiple application modules.
- Regulated Environment Experience: Have experience of working with regulated environments (GxP / SaMD).
This role requires a strong understanding of R&D systems, MLflow, Apache Airflow, and experience in architecting large enterprise systems.
