What a candidate should know:

• ViT & Multimodality: A deep understanding of Vision Transformers (ViT, Swin, DETR) and video Transformers (TimeSformer, ViViT). Experience working with VLM (LLaVA, Qwen-VL) at the interface of text and video streams, fine-tuning (LoRA/QLoRA).
• Video Analytics & DeepStream: Designing highload pipelines for real-time video analytics. Practical experience with NVIDIA DeepStream SDK (GStreamer, nvinfer, multi-streaming, tracking), processing RTSP streams with minimal latency.
• GPU Optimization & TensorRT: Profiling and acceleration of inference on GPU. Confident work with TensorRT (layer fusion, INT8/FP16 calibration, dynamic shapes, building engines via trtexec), understanding CUDA specifics and memory bottlenecks.
• OpenVINO & Quantization: Optimization of models for CPU/Edge deployment. Experience working with OpenVINO and NNCF for Post-Training Quantization (INT8/INT4), accuracy-aware tuning and minimizing quality degradation during compression.
• Dynamo & Compilation of graphs: Using PyTorch 2.0 Dynamo (torch.compile) for JIT compilation and graph merging (AOTAutograd, Triton kernels), accelerated learning and out-of-the-box inference.
• LLM & Custom Agent Systems: Designing agent-based architectures on top of LLM without strict reference to the "magic" of frameworks. Implementation of state graphs (LangGraph, finite automata), custom Tool Calling/Function Calling, ReAct/Plan-and-Execute patterns, agent context and memory management, multi-agent interaction orchestration. LLM Serving (vLLM, Continuous Batching).
• RAG & Retrieval: Pipeline design from chunking to generation. Understanding vector databases (HNSW), embedding types (Dense, Sparse, ColBERT), and rerun architecture.
• System Design & MLOps: End-to-end AI architecture design (FastAPI, K8s, Kafka), Cost/Performance trade-off calculation, LLMOps (Evaluation: RAGAS, LLM-as-a-Judge), CI/CD for ML models.

• At least 3 years of commercial Python development experience.
• Strong knowledge of Python.
• RabbitMQ;
• Practical experience with:FastAPI;Flask;Redis;Docker;SQL;Git.FastAPI;Flask;Redis;Docker;SQL;Git.
• Understanding the principles of REST API development.
• Experience working with Linux systems.

It will be an advantage

• Experience working with HTML, CSS, and JavaScript.
• Experience working with Red Hat Enterprise Linux.
• Understanding how web applications work on the client side.

— Confident programming in Python/Django

— Knowledge of JavaScript

— Experience working with GitHub

— Experience working with Claude

— Knowledge of English (required)  

It will be a plus: knowledge of 1C programming, proficiency in other programming languages, relevant work experience.

• Excellent knowledge of the 1C platform:Enterprise 8.3 and BSL languages.
• The experience of commercial development on 1C is from 3-5 years.
• Practical experience in developing and publishing HTTP services in 1C.
• Confident work with JSON, structured data processing and external exchanges.
• Experience integrating 1C with external systems via API and web services.
• Experience in finalizing standard configurations without removing them from support through the extension mechanism.
• Experience setting up event subscriptions and integration handlers.
• Understanding the principles of idempotence, query re-processing, and duplicate control.
• Experience publishing databases on IIS or Apache.
• Understanding basic security principles: HTTPS, SSL, tokenized authorization and differentiation of access rights.

• At least 2 years of experience as a DevOps Engineer
• Experience with Kubernetes and Docker
• Knowledge of Helm and ability to create charts
• Experience with IaC tools: Terraform, Ansible\
• Familiarity with CI/CD platforms (TeamCity, Jenkins)
• Strong Unix system administration skills
• Understanding of network architecture and principles of network security
• Experience working with cloud providers like AWS
• Experience administering monitoring and notification systems (Zabbix, Graylog, Grafana, Prometheus, ELK)
• Knowledge and experience in administering databases (SQL/NoSQL)
• Automation tool development skills
• Ability to write scripts in Bash/Python
• Basic programming knowledge

 Plan and launch projects.

* Coordinate the work of the team (development, design, marketing, etc.).

* Monitor deadlines, tasks, and quality of work.

* Hold meetings, prepare reports and maintain communication with customers.

* Manage risks and resolve emerging issues promptly.

* Interact with partners and government organizations.

• Higher technical education;
• At least 2 years of frontend development experience;
• Knowledge of JavaScript/TypeScript;
• Experience working with React;
• Integration experience with the REST API;
• Experience working with Git;
• Experience working with low-code platforms;
• Development of personal accounts and administrative panels;
• Experience working with government IS;
• Integration experience with NCA Layer.
• Technology proficiency:HTML5, CSS3, REST API, JSON, adaptive layout, SPA applications;
• Programming/query languages: JavaScript, TypeScript;
• DB: Basic understanding of how PostgreSQL and SQL work (for interacting with the backend team);
• Frameworks: React;
• Libraries: Redux Toolkit (or similar state management tools), Axios/Fetch API, Material UI or similar UI components, OpenAPI/Swagger;
• Git, CI/CD, Postman, basic knowledge of frontend application testing tools

At least 2 years of experience in UI/UX design, confident knowledge of FIGMA, strong visual thinking — the ability to do modern and non-standard things, the ability to independently think through a product: from logic to interface details, understanding adaptive design (desktop + mobile)A portfolio with examples of works

We are looking for a responsible intern/trainee in the IT team of Biocraft Digital. The desire to develop in the field of IT, testing, project management and user communication is important.

Requirements:

- basic understanding of web and mobile applications;

- attention to detail;

- good oral and written communication skills;

- ability to communicate with users and collect feedback;

- a basic understanding of UX/UI would be a plus;

- basic knowledge of HTML, CSS, JavaScript or any programming language will be a plus.;

- ability to structure information: tasks, bugs, user requests;

- responsibility, independence and the desire to learn.

Work experience is not required, we will teach you everything you need.

• Higher education (economics, finance, data analytics, applied mathematics, information systems or related fields).
• At least 3 years of experience as an operational efficiency analyst/ process analyst/business analyst.
• Experience in developing a KPI system and management reporting for operational or business processes.
• Proficient in MS Excel
• The ability to analyze operational data and identify factors affecting the effectiveness of processes.