Jobs · Engineering · California

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

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