Principal Applied AI Developer creating scalable ML infrastructure for Autodesk. Leading complex initiatives and defining technical strategy for AI capabilities.
About the role
- Lead Platform & Data Infrastructure Engineer overseeing systems for Minga's Student Behavior Platform. Focus on infrastructure, data pipelines, and analytics for enhanced school life experience.
Responsibilities
- Lead evolution of our Kubernetes-based infrastructure
- Improve resilience, scalability, and fault isolation
- Strengthen networking, database connection strategies, and service reliability
- Reduce production risk through proactive reliability engineering
- Design and implement reliable data pipelines from product systems to our data warehouse
- Help decouple OLTP workloads from analytics workloads
- Improve data reliability, monitoring, and lineage
- Collaborate with product and analytics stakeholders to support reporting needs
- Ensure data systems scale with customer growth and usage patterns
- Improve CI/CD reliability and deployment confidence
- Simplify local and ephemeral development environments
- Build repeatable infrastructure patterns via infrastructure-as-code
- Reduce friction for engineers shipping features
- Improve logging, metrics, tracing, and system visibility
- Define SLIs/SLOs for both product runtime and data systems
- Lead technical post-incident reviews and systemic improvements
- Establish clarity in operational health reporting
Requirements
- 7+ years in backend, infrastructure, or platform engineering
- Strong production experience with Kubernetes
- Experience operating systems on GCP (or similar cloud provider)
- Experience building or maintaining data pipelines and warehouse integrations
- Strong understanding of database scaling, connection management, and replication
- Experience with CI/CD systems and infrastructure-as-code
- Familiarity with containerized environments (Docker)
- Strong debugging skills in distributed systems
- Clear written and verbal communication skills
Benefits
- 15 Days vacation + 5 Flex Days
- Health, dental, and vision benefits for you & your family
- Mental health and wellness support
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