Remote AI Performance Engineer — Optimize LLM Pipelines

Bright Vision Technologies

Glastonbury (CT)

On-site

USD 90,000 - 150,000

Full time

6 days ago
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Job summary

Bright Vision Technologies is seeking an AI Performance Engineer for a 100% remote position in the United States. The role focuses on profiling and optimizing AI training and inference pipelines to improve throughput, latency, and cost. Requires 6+ years in ML systems or HPC with strong Python/C++ skills and GPU experience.

Responsibilities include distributed training optimizations, compiler-level improvements, and data-pipeline tuning. Competitive salary and full-time direct employment offered.

Qualifications

  • Bachelor’s or Master’s degree in Computer Science, Computer Engineering, or related field.
  • 6+ years of experience in performance engineering, ML systems, or HPC.
  • Strong proficiency in Python and C++.
  • Hands-on experience optimizing deep learning workloads on modern GPUs.
  • Deep understanding of distributed training and inference techniques.
  • Experience with profiling tools across CPU, GPU, and distributed systems.
  • Familiarity with model compression techniques and their accuracy implications.

Responsibilities

  • Profile and optimize end-to-end AI training and inference pipelines for throughput, latency, and cost.
  • Identify and eliminate bottlenecks across data loading, model compute, communication, and memory.
  • Implement and tune quantization, sparsity, and pruning strategies to reduce model footprint and accelerate inference.
  • Optimize distributed training using tensor parallelism, pipeline parallelism, FSDP, and ZeRO-style sharding.
  • Tune attention implementations using FlashAttention and related techniques.
  • Implement KV cache optimization, continuous batching, and speculative decoding for LLM serving.
  • Drive compiler-level optimizations using Triton, XLA, TorchInductor, or TVM to improve end-to-end perf.
  • Optimize data pipelines, sharding strategies, and storage access patterns for high-throughput training.
  • Build and maintain rigorous benchmark suites and regression frameworks across workloads.
  • Collaborate with ML and platform engineering teams to embed best practices in pipelines.
  • Drive cost-efficiency through model architecture, hardware selection, and scheduling strategies.
  • Evaluate new hardware and software offerings and advise on adoption.
  • Document performance tuning playbooks and share findings across teams.
  • Stay current with AI systems research and translate advances into production improvements.

Skills

Python
C++
Performance engineering
GPU optimization
Profiling tools
Distributed training
ML systems

Education

Bachelor’s or Master’s in CS/CE

Tools

TensorRT
Triton
XLA

Job description

Bright Vision Technologies is seeking an AI Performance Engineer for a 100% remote position in the United States. The role focuses on profiling and optimizing AI training and inference pipelines to improve throughput, latency, and cost. Requires 6+ years in ML systems or HPC with strong Python/C++ skills and GPU experience.

Responsibilities include distributed training optimizations, compiler-level improvements, and data-pipeline tuning. Competitive salary and full-time direct employment offered.

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Equal Opportunity Employer