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A growth-stage B2B / Saas / Data Platform client of ours processes 10k req/s and 3TB of relational data today; customer onboarding this quarter will push volumes 5100. Hotspots already appear in Sequelizegenerated queries throttling Aurora PostgreSQL and driving up AWS spend.
Our client needs a senior engineer who lives and breathes SQL performance to get them ahead of that curve (I.e. prep & plan to scale up data volumes immensely!).
(v16) / TypeScript Sequelize ORM
Aurora PostgreSQL 15 primary Redis/ElastiCache for lowlatency cache
AWS ECS Fargate Docker GitHub Actions CI/CD
Observability: New Relic pgstatstatements autoexplain
Auth: JWT today migration to Stytch planned Q4
Tests: Jest (unit integration with TestcontainersPostgres)
Profile & eliminate the top 10 slow queries; target p95 <150ms and 50% CPU drop on RDS.
Refactor ORM hotspots fall back to raw SQL CTEs lateral joins or PL/pgSQL where warranted.
Evolve schema & datamodel: partitioning/ sharding BRIN/GiST indexes materialised views retention/archive tables.
Design & implement caching strategy (Redis key design TTL invalidation hooks).
Protect throughput: connection pooling (PgBouncer) read replicas failover drills.
Raise code quality: enforce ESLint rules increase Jest coverage >85% mentor two midlevel devs.
5years building production backends in PostgreSQL performance tuning: EXPLAIN/ANALYSE index strategy lock contention VACUUM/ANALYSE scheduling.
AWS Aurora/RDS operations (scaling snapshots parameter groups).
Handson Redis for read caching and rate limiting.
Comfortable bypassing ORMs to craft test and ship raw SQL (incl. migrations).
Practical CI/CD knowledge (GitHub Actions Docker multistage builds).
Experience integrating thirdparty auth providers (Stytch/Auth0).
Costoptimisation mindset in lean startups (rightsizing RDS spot instances).
New Relic or Datadog custom dashboards.
Exposure to GraphQL OpenAPI/Swagger or eventdriven patterns (SNS/SQS).
If this sounds like something youd enjoy and be great at then please apply! This is a remote freelance opportunity paid via fixed day-rate (negotiable)
Full Time