Description
GigaChat Vision Team - we handle everything related to the vision modality: VLM (Pretrain, SFT, RL), 3D/CAD, Video, Streaming Video, Mobile Vision, VLM OCR, Document Intelligence, VLA, Embodied VLA. We train on thousands of A100/H100 GPUs and run inference on everything from clusters to mobile devices.
Responsibilities
- Train Vision, 3D/CAD, and Omni-modal models on thousands of A100/H100 GPUs: pretraining, SFT, RL
- Create a live assistant for edge devices: media streaming and processing in Omni-LLM
- Work with documents: Document Intelligence and developing VLM OCR
- Develop multimodal infrastructure: from inference of generative models to creating and auto-labeling synthetic data
- Create foundational VLA models for industrial projects: automated factories, autopilots, and robots
Requirements
- Experience working with classical/neural network CV algorithms
- Experience developing in Python
- Knowledge of key tools and libraries for image and video processing (OpenCV, Scikit-Image, FFmpeg, etc.)
- Excellent mathematical background - linear algebra, probability theory, mathematical analysis
- Experience with version control systems (git), skills in working with CI/CD pipelines (GitLab) and containerization tools (Docker)
Nice to have:
- Experience developing in C++
- Have deployed and maintained ML models in a production environment
- You understand build systems (C++): cmake, conan, etc.
- Have developed cross-platform applications in C++
- Have developed mobile applications
- You follow the latest research and publications in ML and Computer Vision (VLLM)
Conditions
- Comfortable modern office near Kutuzovskaya metro station
- Option to choose a convenient schedule - office/hybrid and also work remotely for three months a year
- Annual salary review, annual bonus
- Corporate gym and relaxation areas
- More than 400 educational programs from SberUniversity for professional and career development
- Adaptation program and assistance from your manager at the start (for Junior positions)
- Extended VHI, preferential insurance for family and corporate pension program
- Preferential mortgage for every employee
- Free SberPrime+ subscription, discounts on partner company products
- Referral bonus for recommending friends to Sber's team
- Corporate pension program
- No strict dress code
