AWS Platform Architect (Cache Platform Modernization)
Tredence Inc. · San Jose, CA · 4 wk ago
HybridEngineeringFull-time
Role Description
We are seeking a Principal AWS Platform Architect to lead a strategic data platform modernization initiative focused on distributed caching technologies, cloud-native data services, resiliency engineering, and large-scale business continuity architecture.
Key Responsibilities
- Data Platform Architecture
- Lead the architecture and modernization of distributed caching platforms.
- Define target-state cloud-native data architecture.
- Conduct current-state assessments and migration planning exercises.
- Develop architecture patterns for high-throughput, low-latency applications.
- Redis & MemoryDB Architecture
- Design scalable Amazon MemoryDB environments.
- Define: Cluster sizing, Sharding strategies, Replication patterns, Capacity planning approaches.
- Evaluate workload characteristics and application integration patterns.
- High Availability & Resiliency
- Architect multi-region data platform strategies.
- Define business continuity and disaster recovery architecture.
- Design failover strategies and operational playbooks.
- Establish RPO/RTO objectives and validation methods.
- Migration Strategy
- Define migration approaches from self-managed data platforms to managed cloud services.
- Design validation, data consistency, and rollback strategies.
- Review application connectivity and client integration patterns.
- Guide production cutover planning and execution.
- Performance Engineering
- Lead performance testing and benchmarking initiatives.
- Validate capacity and scalability requirements.
- Define operational readiness and production certification criteria.
- Stakeholder Collaboration
- Lead customer workshops and architecture reviews.
- Work closely with platform, application, infrastructure, and operations teams.
- Provide technical leadership throughout the migration lifecycle.
Required Qualifications
- 12+ years of experience in data platform architecture, distributed systems, or cloud engineering.
- 5+ years of experience with Redis or similar distributed cache technologies.
- Deep expertise in: Redis, Amazon MemoryDB (Preferred), ElastiCache, Replication and failover architectures, Sharding and partitioning strategies, Performance tuning, Capacity planning, Distributed systems design, Cloud-native architectures.
Technical Expertise Required
- Redis Cluster
- MemoryDB (Preferred)
- ElastiCache
- Replication and failover architectures
- Sharding and partitioning strategies
- Performance tuning
- Capacity planning
- Distributed systems design
- Cloud-native architectures
PREFERRED Certifications
- AWS Certified Solutions Architect – Professional
- AWS Certified Database – Specialty
- AWS Certified Advanced Networking – Specialty
Desired Leadership Attributes
- Strong customer-facing consulting background
- Distributed systems architecture leadership
- Performance engineering expertise
- Ability to lead architecture workshops and executive discussions
- Experience governing mission-critical migration programs