layiq

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worthy; deserving; fitting; suitable.

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LAYIQ - Platform Architect at Embedding VC, San Francisco, CA

Design the version set model: each site defined as a locked, tested combination of module versions (analogous to a Bazel workspace snapshot or Cargo.lock), with version compatibility matrices and automatic constraint solving
Architect reproducible build pipelines: any module at any version produces byte-identical artifacts regardless of when/where it's built; hermetic build environments, content-addressable artifact storage, SLSA Level 3+ provenance
Build and maintain the live dependency graph spanning 2000+ services: static analysis (code/API/schema) + runtime analysis (traffic-weighted call patterns), transitive dependency resolution with automatic conflict detection
Design the monorepo + package ownership governance model: clear module boundaries via DDD, CODEOWNERS enforcement, cross-module change protocols, module boundary enforcement tooling (lint rules, CI checks, architectural fitness functions)
Architect change impact analysis systems: given any PR, compute which modules/sites/tests are affected; selective test execution (run only dependency-graph-proven relevant tests); change confidence scoring (blast radius + coverage + stability → risk grade)
Design the GitOps-driven multi-site deployment model: site config repos declaring module versions + compliance parameters, automated deployment strategies (patch auto-deploy, minor with review, major with migration plan, security force-push)
Architect the four-layer testing framework: Module self-test → Platform compliance tests (parameterized by country) → Cross-module integration tests → Site-specific tests, with automated coverage enforcement that blocks deployments when gaps are detected
Major Requirements
10+ years in large-scale distributed systems / platform infrastructure
Deep expertise in build systems and dependency management at scale: Bazel, Buck, Pants, Nx, or equivalent (1000+ packages)
Production experience with reproducible build engineering: content-addressable storage, hermetic builds, deterministic CI, artifact provenance (SLSA)
Experience building dependency graph tooling: static/runtime dependency analysis, impact computation, selective testing
Strong background in semantic versioning governance across large service fleets: version resolution, compatibility constraints, lockfile-style pinning
Experience with API contract evolution: protobuf/gRPC versioning, schema evolution strategies, contract testing
Experience with multi-region/multi-tenant platform architectures serving regulated workloads
Track record of migrating monolithic systems to modular architectures without business disruption
Preferred: Experience with Amazon's internal VersionSet / Brazil build system / Apollo deployment, or similar systems at Google (Blaze/Bazel), Meta (Buck/Configerator)
Preferred: Background at Stripe or Adyen — multi-country financial platform with compliance parameterization

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