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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Software Engineering Architect - **Company:** Salesforce Inc. - **Location:** San Francisco, CA, United States - **Experience:** Experienced - **Salary:** $218,400.0 - **Contract:** Permanent contract - **Skills:** JavaScript (Programming Language), Application Programming Interfaces (APIs), Artificial Intelligence, Business Analytics Applications, Data Analysis, Application Services, Software as a Service, Cloud Computing, Databases, Data Architecture, Data Integration, Database Design, Shard (Database Architecture), Distributed Systems, Graph Database, PostgreSQL, Memcached, Performance Tuning, Query Optimization, Queueing Systems, Ruby on Rails, Rapid Prototyping Process, Redis, Salesforce.Com, Software Engineering, Data Streaming, TypeScript, Management of Software Versions, ReactJS, System Availability, Caching, Generative AI, Data Layers, Kubernetes, Deployment Automation, Data Analytics, Apache Kafka, Machine Learning Operations, Api Design, Cts+, Terraform, Docker, Elixir, Microservices - **Published:** August 16, 2026 - **Apply:** https://www.jobmonkeyjobs.com/career/27939226/Software-Engineering-Architect-California-San-Francisco-7447 ## About the Role * 10+ years of experience in software engineering, with at least 3 years as a Software Engineering Architect for large-scale SaaS platforms. * Demonstrated success architecting high-performance calculation engines, workflow systems, or financial transaction platforms at enterprise scale. * Proven ability to design and implement cell-based or multi-tenant architectures with robust data isolation, scaling strategies, and service management patterns. * Extensive experience with database design, optimization, migration strategies, and distributed system performance tuning. * Strong background in API design, contract management, and building developer-facing platform services. * Experience architecting analytics pipelines, data integration patterns, or business intelligence platforms., * Direct experience with Salesforce architecture, Sales Cloud, Data Cloud, or Hyperforce infrastructure. * Expertise in Ruby on Rails, Elixir, and related technologies within the Spiff stack. * Prior work on incentive compensation management (ICM), billing systems, or complex calculation engines. Experience with Spiff ICM or Xactly ICM or CaptivateIQ ICM or any ICM system is a big plus. * Experience with ML/AI model deployment and machine learning operations (MLOps) for production-grade systems. * Demonstrated ability to lead technical strategy across multiple highly technical engineering teams. ## Description AI-Native ICM Application Services & Infrastructure Architect: * We are seeking an Architect to design high-scale, agentic systems that move beyond static logic into probabilistic, data-driven workflows. The ideal candidate must demonstrate deep expertise in agentic system design and modern infrastructure -including vector database scaling and token-efficient caching-with a proven ability to leverage Claude Code or Codex for rapid prototyping, multi-file refactoring, and automated system evaluation. You will be responsible for orchestrating AI "pair-architect" workflows to accelerate delivery while implementing rigorous governance, observability, and safety guardrails across the entire stack. Commission Engine & Calculation Architecture: * Lead the design of a reusable calculation engine framework that enables the integration of external business domains while maintaining accuracy, auditability, and extensibility. * Evolve Spiff's core Commission Engine to support complex ICM calculation workflows, while handling enterprise-scale transaction volumes with industry-leading performance and functionality. * Define API contract standards, versioning strategies, and integration patterns that enable headless ICM workflows and ensure ICM managers have intuitive UI workflows, robust API access, and flexible data connection options to configure and manage compensation plans. * Define performance optimization strategies (query tuning, caching, async processing) to address calculation bottlenecks and ensure sub-second response times for ICM operations. Data Integration & Analytics: * Partner with Salesforce Data Cloud teams to design secure, high-throughput data connectivity patterns that enable admin users to seamlessly sync compensation data with Salesforce's unified data layer. * Evolve an advanced analytics architecture leveraging Data Cloud and embedded analytics frameworks to surface proactive incentive insights, trend analysis, and commission forecasting for ICM managers and reps. * Integrate Spiff's intelligent services with the Salesforce Agentic Framework using techniques including Knowledge Graphs, Retrieval-Augmented Generation (RAG), and Vector Databases. * Own and drive the data architecture of Spiff and choose the right Databases for the long term success. Drive roadmap, migration architecture and customer migrations. Infrastructure & Guardrails: * Architect infrastructure management patterns including automated guardrails, health monitoring (Pulse), and proactive customer and internal alerting to ensure platform reliability and SLA compliance. * Establish cell architecture patterns and deployment strategies to support Hyperforce integration and global data residency requirements. * Establish database-tier scaling strategies (sharding, partitioning, cell architecture) and application-tier patterns to support multi-tenant enterprise customers with millions of transactions and complex plan hierarchies. * Architect service management patterns for zero-downtime database scaling, schema migrations, and traffic routing across cell-based infrastructure. * Own and drive CTS optimizations... deliver right outcomes, at right security, availability, quality infra and at the right cost., * Ruby on Rails, Elixir/Phoenix * PostgreSQL (advanced: sharding, partitioning, performance tuning) * JavaScript/TypeScript (React ecosystem) Distributed Systems & Infrastructure: * Cell-based architecture and tenant isolation * Microservices, containers (Docker/Kubernetes) * Message queues (Sidekiq, Redis, Kafka) * Caching strategies (Redis, Memcached) * Infrastructure as Code (Terraform) Salesforce Platform: * Hyperforce infrastructure and deployment patterns * Salesforce Data Cloud integration * Sales Cloud APIs (REST, Bulk, Streaming, Platform Events) * Salesforce security and multi-tenancy models ## Related Videos - [Bringing digital education to refugee and host communities in remote regions of Africa](https://www.wearedevelopers.com/videos/644-bringing-digital-education-to-refugee-and-host-communities-in-remote-regions-of-africa) - [Reducing LLM Calls with Vector Search Patterns - Raphael De Lio (Redis)](https://www.wearedevelopers.com/videos/1714-reducing-llm-calls-with-vector-search-patterns-raphael-de-lio-redis) - [Next Level Enterprise Architecture: Modular, Flexible, Scalable, Multichannel and AI-Ready?](https://www.wearedevelopers.com/videos/1017-next-level-enterprise-architecture-modular-flexible-scalable-multichannel-and-ai-ready) - [Accelerating Authentication Architecture: Taking Passwordless to the Next Level](https://www.wearedevelopers.com/videos/733-accelerating-authentication-architecture-taking-passwordless-to-the-next-level) - [Throwing off the burdens of scale in engineering](https://www.wearedevelopers.com/videos/608-throwing-off-the-burdens-of-scale-in-engineering) - [Event based cache invalidation in GraphQL](https://www.wearedevelopers.com/videos/433-event-based-cache-invalidation-in-graphql) ## Related Articles - [Highest Paying Tech Companies for Developers](https://www.wearedevelopers.com/magazine/220-highest-paying-tech-companies-for-developers) - [How We Built a Worry-Free System That Runs for 10+ Years – And What We’d Do Again](https://www.wearedevelopers.com/magazine/751-how-we-built-a-worry-free-system-that-runs-for-10-years-and-what-we-d-do-again) - [The Best X (Twitter) Accounts for Developers](https://www.wearedevelopers.com/magazine/294-the-best-x-twitter-accounts-for-developers) - [Dev Digest 120 - Apple and peers](https://www.wearedevelopers.com/magazine/455-dev-digest-120-apple-and-peers) - [Highest Paying Tech Companies in Europe](https://www.wearedevelopers.com/magazine/162-highest-paying-tech-companies-in-europe) - [How Much FAANG Companies Actually Pay Software Engineers in 2025](https://www.wearedevelopers.com/magazine/230-how-much-faang-companies-actually-pay-software-engineers-in-2025)