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Principal Cloud Engineer – AI/ML
Elevance HealthPrincipal Cloud Engineer focusing on enterprise AI/ML architecture strategies at Elevance Health. Collaborate with cross-functional teams to enhance healthcare innovation using cloud technologies.
Tech Stack
Tools & technologiesAWSAzureCloudFirewallsGoogle Cloud PlatformTerraform
About the role
Key responsibilities & impact- Define enterprise AI/ML architecture strategy across multiple cloud providers (AWS, Azure, GCP)
- Author and evangelize whitepapers/position papers defining principals and strategies for AI/ML cloud platforms
- Liaison with Enterprise Architecture, Enterprise Data and Analytics, and Information Security teams to design and enhance end-to-end ML pipelines including data ingestion, feature engineering, training, deployment, and monitoring
- Establish ML Ops standards for cloud (CI/CD for ML, model registry, feature store, monitoring) and cloud control frameworks to support these
- Drive adoption of responsible AI, model governance, and risk management frameworks
- Partner with data science teams to operationalize models at scale
- Serve as a technical ‘Sherpa’ for Elevance projects leveraging AI/ML in any public cloud provider
- Evaluate and implement ML platforms (SageMaker, Vertex AI, Azure ML, Databricks ML, etc)
- Enable real-time and batch inference architectures
- Establishes overall systems architecture vision and ensures specific components are appropriately designed and leveraged; contributes to the holistic vision of Enterprise Architecture
- Maintains components of architecture strategy and vision
- Maintains enterprise level blueprints
- Coordinates all enterprise-level conceptual architecture components (e.g., data architecture, application architecture, technical architecture)
- Monitors usage of architectural components and assumes responsibility for reuse
- Drives system migration based upon roadmaps defined in enterprise and domain blueprints
- Leads architecture strategy and vision for enterprise
- Ensures blueprints are refreshed as needs emerge or in accordance to plan of record changes
- Provides continuous consulting services and direction in projects and architectures
- Champions and is responsible for enterprise level technology and architectural standards, guidelines, principles, frameworks, and reference models
Requirements
What you’ll need- Requires an BA/BS degree in Information Technology, Computer Science or related field of study
- Minimum of 8 years experience in architecture/design in relevant technology disciplines
- Familiarity with feature stores, model registries, experiment tracking
- Experience with streaming/inference pipelines
- Strong background in responsible AI and model governance
- Strong expertise in data security
- Experience with infrastructure-as-code and automation tools such as Terraform or CloudFormation
- Hands on experience with AI tooling; IDE and Services
- Experience working with a variety of executives and their teams in a matrixed environment to deliver value and drive change
- Cross-functional experience (e.g., strategy, change management, business process management)
- Experience with healthcare AI use cases
- Understanding of networking concepts including VPCs, subnets, firewalls, and zero trust models
- Experience implementing DevSecOps and secure CI/CD pipelines
- Experience working in regulated environments, preferably healthcare
Benefits
Comp & perks- Paid holidays
- Paid Time Off
- Incentive bonus programs
- Medical benefits
- Dental benefits
- Vision benefits
- Short and long-term disability insurance
- 401(k) with match
- Stock purchase plan
- Life insurance
- Wellness programs
- Financial education resources
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
AI architectureML architecturecloud platformsML OpsCI/CD for MLfeature storemodel registrydata securityinfrastructure-as-codeDevSecOps
Soft Skills
leadershipconsultingcross-functional collaborationchange managementcommunication
Certifications
BA/BS degree in Information TechnologyBA/BS degree in Computer Science