Staff Software Engineer, Caching

Capital Rx; New York (NY); Hybrid; USD 200,800 - 251,000; Full time

Job summary

Judi Health in New York, NY is seeking a Staff Engineer in Architecture to own the caching data access layer across the platform. You will shape eviction policies, invalidation, and consistency contracts for a high-volume healthcare domain.

This role requires 10+ years in distributed systems with caching, hands-on experience with Redis/Memcached, cloud-native design, and mentoring; provides 24/7 on-call, hybrid work with offices in NYC, Denver, and Charlotte.

Qualifications

• 10+ years of production engineering experience in distributed systems and caching.
• Experience operating Redis/Memcached at cloud scale, including topology, eviction policy, replication and failure recovery.
• Experience with multi-tenancy and running shared caching infrastructure across many workloads.
• Deep understanding of cache consistency and failure modes at scale and appropriate invalidation strategies.
• Knowledge of replacement algorithms beyond LRU (LFU, ARC) and multi-tier cache architectures.
• Experience in cloud-native environments prioritizing redundancy, resource efficiency and resiliency.
• Track record of leading cross-team technical initiatives with durable documentation.
• Strong written and verbal communication for architectural guidance across teams.
• Comfort with ambiguity and driving from first principles to production.
• Experience with 24/7 production on-call rotations.

Responsibilities

• Design, build, and operate the caching infrastructure that serves as the data access layer for a large healthcare domain.
• Own the full lifecycle of cache design from eviction policy to invalidation architecture and operational recovery.
• Define performance and correctness contracts between the caching layer and dependent services.
• Drive adoption of caching best practices and shared libraries across engineering teams.
• Diagnose, resolve, and lead incident response for cache issues and post-incident reviews.
• Mentor senior engineers and set the technical bar through design/code reviews.
• Participate in a 24/7 on-call rotation for continuous operational support.

Tools

Redis

Memcached

Valkey

Job description

About Judi Health

Judi Health is an enterprise health technology company providing a comprehensive suite of solutions for employers and health plans, including:

• Judi Rx, a public benefit corporation delivering full-service pharmacy benefit management (PBM) solutions to self-insured employers,
• Judi Health, which offers full-service health benefit management solutions to employers, TPAs, and health plans, and
• Judi, the industry's leading proprietary Enterprise Health Platform (EHP), which consolidates all claim administration-related workflows in one scalable, secure platform.

Together with our clients, we're rebuilding trust in healthcare in the U.S. and deploying the infrastructure we need for the care we deserve. To learn more, visit www.judi.health.

Hybrid 3 days (offices in NYC, Denver, CO and Charlotte, NC area)

Position Summary:

Judi Health is building the technology infrastructure our nation needs to deliver the healthcare we deserve. The Architecture organization is responsible for the technical foundation the rest of the company builds on: the standards, patterns, and infrastructure that engineering teams use to move fast and build efficiently. The Caching team sits within Architecture's Core Platform function, owning the data access layer across the entire platform.

As a Staff Engineer in Architecture, your influence extends beyond what you ship directly. The standards you set, the patterns you establish, and the decisions you document become the reference point for how caching is approached across the organization.

Claims processing, eligibility, accumulations, and prior authorizations drive highly interconnected, high-volume workflows where maintaining a consistent view of data across the platform is a significant architectural challenge. Decisions around caching, invalidation, and state propagation directly impact both performance and correctness, particularly where the cost of a stale or incorrect read is high. You will be directly responsible for defining consistency contracts, designing invalidation patterns, and balancing correctness and performance across a domain with varying tolerance for stale data.

Position Responsibilities:

• Design, build, and operate the caching infrastructure that serves as the data access layer for one of the most complex domain models in American healthcare
• Own the full lifecycle of cache design, from eviction policy and service topology to invalidation architecture and operational recovery
• Define and own the performance and correctness contracts between the caching layer and the services that depend on it
• Drive adoption of caching best practices across engineering, eliminatinganti-patterns,building shared libraries, and making cache-aware design the default
• Diagnose and resolve correctness, performance, and stability issues in the caching layer, including leading incident response and post-incident reviews
• Set the technical bar for the caching team through design review, code review, and direct mentorship of senior engineers
• Participate in a 24/7 on-call rotation to provide continuous operational support and rapid incident response

Required Qualifications:

• 10+ years of production engineering experience, with deep specialization in distributed systems and caching infrastructure
• Production experience operating distributed caching systems, such as Redis/Valkey or, Memcached, at cloud scale, including cluster topology, eviction policy, replication, and failure recovery
• Experience with multi-tenancy and the operational complexity of running shared caching infrastructure across many independent workloads
• Deep understanding of cache consistency and the failure modes that emerge at scale, such as thundering herd, hot key saturation, cache leasing, and dual-write consistency problems, and the judgment to choose the right invalidation strategy for a given workload
• Fluency with cache replacement algorithms beyond LRU (e.g., LFU, ARC, and probabilistic eviction) and the tradeoffs of multi-tier architectures when an in-process layer belongs alongside a shared distributed cache
• Experience in cloud-native environments where redundancy, resource efficiency, and resiliency are first-class requirements, not afterthoughts
• track recordof leading cross-team technical initiatives - driving decisions through influence and producing documentation that holds up over time
• Strong written and verbal communication - you produce architectural guidance that the broader engineering organization depends on
• Comfortable operating with ambiguity - at this level, you will be handed problems, not plans, and are expected toidentifythe right approach and drive it from first principles to production
• Strong experience supporting 24/7 production on-call rotations, including responding to alerts and resolving incidents outside of standard business hours

Preferred Qualifications:

• Experiencein healthcare, pharmacy benefits, or other regulated industries
• Working familiarity with probabilistic data structures and when they belong in a caching architecture over standard key-value patterns
• Experience with caching in real-time transactional processing domains - payments, financial services, insurance, or healthcare - where data correctness and timeliness have measurable downstream consequences
• Familiarity with database replication and change data capture as mechanisms for cache invalidation and maintaining consistency with the source of truth
• Systems-level programming experience in Rust, Go, or C/C++, particularly for performance-critical infrastructure components
• Proficiency in Python for infrastructure tooling, automation, or service development
• Experience with AWS/GCP for managed caching, database, and streaming service s
• Open-sourcecontributions, technical publications, or conference presentations in distributed systems or infrastructure

Nothing in this position description restricts management's right to assign or reassign duties and responsibilities to this job at any time.

New York, NY Salary Range $200,800 – $251,000 USD

Denver, CO Salary Range $184,000 – $230,000 USD

Charlotte, NC Salary Range $167,200 – $209,000 USD

All employees are responsible for adherence to the Judi Health Code of Conduct including the reporting of non-compliance. This position description is designed to be flexible, allowing management the opportunity to assign or reassign duties and responsibilities as needed to best meet organizational goals.

We provide equal employment opportunities to all employees and applicants for employment and prohibit discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, medical condition, genetic information, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.

By submitting an application, you agree to the retention of your personal data for consideration for a future position at Judi Health. More details about Judi Health's privacy practices can be found at https://www.judi.health/legal/privacy-policy.