Principal Performance Engineer (Database & AI Benchmarking)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Principal Performance Engineer (Database & AI Benchmarking): Building and maintaining repeatable end-to-end benchmarks for database and AI workloads with an accent on throughput, latency, concurrency, scalability, and stability. Focus on identifying systemic bottlenecks, optimizing GPU/CPU inference pipelines, model serving, and driving cross-team performance improvements.
Location: 100% remote for candidates based in EU/UK
Company
provides a data and AI platform based on Postgres for transactional, analytical, and AI workloads across clouds, serving over 1,500 customers globally.
What you will do
- Design and execute benchmarks for database (OLTP/OLAP) and AI workloads.
- Evaluate and optimize performance metrics like throughput, latency, concurrency, and scalability.
- Develop tooling, automation, scripts, and dashboards for consistent benchmarking.
- Analyze results, identify bottlenecks, produce reports, and recommend fixes.
- Collaborate with engineering, product, and field teams to set performance goals and standards.
- Establish best practices for test hygiene, statistical rigor, and benchmark governance.
Requirements
- Based in EU/UK for 100% remote work.
- 8+ years in performance engineering, benchmarking, SRE, or systems engineering (databases/AI).
- Strong knowledge of performance concepts: latency percentiles, throughput, concurrency, queueing.
- Deep understanding of database internals (Postgres or equivalent).
- Hands-on experience with benchmarking tools (pgbench, HammerDB, TPC) and distributed systems.
- Proficient in Python/Go, Bash scripting, eBPF, Linux profiling (perf, flamegraphs).
- Ability to communicate findings and drive improvements with teams.
Nice to have
- Active benchmarking techniques.
- Vector databases/search benchmarking.
- PostgreSQL tuning (autovacuum, WAL, replication).
- RAG pipelines and AI stack (model serving, GPU profiling).
- Storage/networking performance (IO, filesystem, kernel tuning).
Culture & Benefits
- Support for work-life balance and wellness via CuraLinc and Wellness Fridays.
- Region-specific benefits; check career site for details.
- Inclusive environment celebrating diversity and unique skills.
- High availability (99.999%) with security, compliance, and observability built-in.
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