Description

Our goal is to create a system (ASC AI Fabrique) that builds AI agents to optimize various business processes of client managers. The system is a swarm of specialized AI agents whose task is to perform the full SDLC (Software Development Life Cycle) to create other AI agents.

ASC AI Fabrique is a meta-generative factory of digital employees (AI agents), built on the Agentic Swarm Coding paradigm. The system is capable of autonomously designing, coding, testing, and deploying AI agents based on a textual business description.

The first stage of selection for this vacancy is communication with an AI recruiter. After applying, you will receive an invitation by email for an initial interview with GigaRecruiter on Telegram. The dialogue will take approximately 10 minutes. Its goal is to clarify missing details and speed up the consideration of your candidacy.

GigaRecruiter is just starting its journey, so we ask for your understanding. Your experience and participation will help make it convenient and useful!

Responsibilities

• deployment and optimization of LLM models on multi-GPU setups with tensor/pipeline/data parallelism * organization of MLOps processes and systematic model quality evaluation * ensuring production latency <2s and uptime >95% for inference infrastructure * profiling and optimization of VRAM usage (CUDA OOM prevention) * monitoring GPU performance.

Requirements

• Python (asyncio, multiprocessing, typing) Advanced level
• Bash/Shell scripting Advanced level for deployment automation
• practical experience with vLLM, TensorRT-LLM, TGI for model serving
• experience with quantization (AWQ, GPTQ, GGUF) to reduce VRAM requirements
• knowledge of Flash Attention and Paged Attention optimizations
• skills in working with PyTorch, JAX, ONNX for universal deployment
• experience in GPU memory debugging and understanding of CUDA (Intermediate C++/CUDA).

Conditions

• comfortable modern office near Kutuzovskaya metro station
• hybrid work format
• annual salary review and annual bonus
• corporate gym and recreation areas
• flexible mortgage discount equal to 1/3 of the Central Bank's key rate
• more than 400 educational programs from SberUniversity for professional and career development
• adaptation program and manager's assistance at the start
• extended VHI, preferential insurance for family, and corporate pension program
• free SberPrime+ subscription, discounts on partner company products.