AMD GPU 性能工程师 at Inferact

部门：Research & Engineering

语言

补偿

SGD 200,000 – SGD 400,000/yr

工作方式: 现场办公
地点: 新加坡
职位类型: 全日制
级别: not_specified
发表: 2026年6月25日

说明

Inferact 正在招聘一名 AMD GPU 性能工程师，负责构建和优化用于 vLLM 的 AMD GPU 后端、内核、运行时路径和基准测试基础设施。该职位专注于使用 ROCm、HIP、Triton、CK、AITER 及相关工具，提升对性能至关重要的推理路径，例如注意力、GEMM、采样、KV 缓存以及通信密集型操作。工作地点为新加坡，年薪为 200,000 至 400,000 新加坡元（S$），另加股权；提供医疗、牙科和视力保险，并视具体情况提供签证担保。

所需技能

ROCm
HIP
Triton
CK
AITER
性能分析
基准测试
机器学习内核
KV 缓存

附加信息

Minimum Education: Bachelor's degree or equivalent experience in computer science, engineering, systems, machine learning, or a similar field
Required Previous Experiences: Hands-on experience optimizing AMD GPU workloads using ROCm, HIP, Triton, CK, AITER, or similar AMD ecosystem tools
Experience optimizing ML kernels or inference paths such as attention, GEMM, sampling, KV cache, fused kernels, or communication-heavy runtime paths
Strong performance profiling and benchmarking skills using measurements, hardware counters, correctness tests, and reproducible benchmarks
Preferred Qualifications: Experience with vLLM, SGLang, TensorRT-LLM, ROCm-based serving, or other LLM inference systems
Familiarity with batching, KV cache, decoding, serving tradeoffs, and backend performance constraints in production inference systems
Experience with compiler and kernel technologies such as Triton, MLIR, LLVM, CK, AITER, HIP, or other kernel DSLs and backend libraries
Knowledge of quantization methods such as INT8, FP8, mixed precision, or AMD hardware-specific numeric formats, including accuracy and performance tradeoffs
Contribution to vLLM, ROCm, HIP, Triton, CK, AITER, PyTorch, compiler projects, or other open-source ML infrastructure
Building AMD GPU benchmarking infrastructure or automated performance regression detection for accelerator workloads
Work with AMD, accelerator platform teams, or early-access programs to ship backend, compiler, or inference performance improvements

福利和津贴

签证担保

关于 Inferact

Inferact

Information

Inferact is a startup founded by creators and core maintainers of vLLM, an open-source LLM inference engine. Its mission is to grow vLLM as the world's AI inference engine and accelerate AI progress by making inference cheaper and faster.

在招职位: 42
30 天内新增: 10
成立于: 2026

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