AI System Performance & Benchmaking Engineer -- W2 Profiles -- Onsite
Trebecon LLC
Atlanta, GA, United States
3 days ago
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Role details
Contract type
Contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Job source
Tech stack
Linux
Intrusion Detection Systems
Python (Programming Language)
Linux Kernel
Online Transaction Processing
SQLite
Large Language Models
Perf (Linux)
Reasoning Engines
Docker
Job description
- Review AgentSysPerf’s architecture end to end: benchmark adapters, measurements, analyzers, storage, replay, reporting and dashboards.
- Review state persistence, container lifecycle, concurrency and the AgentInvoker protocol implementation.
- Integrate up to 4 new agentic benchmarks (e.g., Ï„-bench, BrowseComp, GAIA, BFCL). This includes configuration, CLI execution, model/runtime integration, metrics capture and results persistence.
- Measure latency, throughput and resource use on Intel hardware.
- Improve run variance, repeatability, fault handling and SQLite write concurrency during large sweeps.
- Add new schema fields (policy hashes, topology IDs, route decisions, resource placement) to the storage and telemetry pipelines.
Requirements
- Python, Linux internals, Docker, cgroups and Linux perf tools.
- Hardware profiling.
- SQLite and OTLP/OpenTelemetry exporters.
- Benchmarking LLMs or agents, including inference engines and runtime configurations.
Nice to have:
- Xeon platform tuning.
- Terminal-Bench.
- Experience with AgentSysPerf itself.
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