adaption
adaption
adaption individual foydalanuvchilar, tillar, sohalar va maxsus holatlarga moslashishga mo‘ljallangan adaptiv sun’iy intellekt tizimlari va vositalarini ishlab chiqadi. Kompaniya faoliyati modellarning uzluksiz moslashishiga yordam beradigan hamda qo‘lda ko‘rsatmalar berish yoki yagona monolit modelga bo‘lgan ehtiyojni kamaytirib, yanada tezkor foydalanuvchi tajribalarini qo‘llab-quvvatlaydigan Adaptiv ma’lumotlar, Adaptiv intellekt va Adaptiv interfeyslar yo‘nalishlarini qamrab oladi. Kompaniya texnologiyasi konsalting, logistika va marketing kabi sohalarda sun’iy intellektning amaliy qo‘llanilishini o‘rganayotgan tashkilotlar uchun dolzarbdir.

Inference Engineer — Adaption (Hybrid, Bay Area)

Optimize inference infrastructure for throughput, cost, and latency at Adaption, an AI company developing adaptive intelligence systems. Improve model serving across GPUs, inference engines, and production workloads.

Tavsif

  • Lead ownership of inference-stack cost and performance.
  • Increase throughput and reduce cost and tail latency through KV-cache management, continuous batching, speculative decoding, and quantization.
  • Optimize long-context prefill and decode workloads against real production traffic.
  • Adjust routing between internal infrastructure and external providers according to cost, capacity, and performance.
  • Use serving engines including vLLM, SGLang, and TensorRT-LLM, working beneath the framework when necessary.
  • Develop profiling and measurement systems to locate time, memory, and compute usage.
  • Partner closely with engineers responsible for the serving fleet.

Talablar

  • Bring at least five years of experience in ML systems, inference infrastructure, or performance engineering, with measurable gains in cost or latency.
  • Demonstrate deep knowledge of model serving, including prefill and decode, memory bandwidth, batching, and concurrency.
  • Have production experience with serving engines such as vLLM, SGLang, or TensorRT-LLM.
  • Use Python confidently and be proficient in C++, Rust, or another systems programming language.
  • Understand GPU performance topics including CUDA, NCCL, mixed precision, memory layout, kernels, or quantization.
  • Be able to work in person in the Bay Area within a hybrid setup.

Imtiyozlar

  • Combine in-person Bay Area collaboration with a distributed, global-first team and team offsites.
  • Receive an annual Adaption Passport travel stipend for exploring a country you have not previously visited.
  • Get a weekly allowance for takeout meals or grocery delivery.
  • Access comprehensive medical coverage and generous paid time off.

O‘xshash ish o‘rinlari

Correlation One

Learning Designer, Data and AI Training

Correlation One
51 – 200 Xodimlar
H1B vizasi homiysi

Design evidence-based data and AI training for Correlation One’s workforce development programs, creating curricula, exercises, and reusable learning resources for enterprise clients.

Ochish