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описание
DCG is a recruitment company that supports businesses by matching them with people who have appropriately aligned competencies. It provides flexible, partnership-based cooperation and support throughout the collaboration.
задачи
Design, develop, and maintain software in Python using object-oriented programming;
Create and develop applications and integrations with modern technologies;
Prepare tests and technical documentation;
Implement and develop AI/ML/NLP solutions and applications based on LLM models;
Collaborate on designing and deploying solutions using databases, queueing systems, cloud services, and process orchestration tools.
требования
At least 5 years of experience in production projects as a backend developer;
Participation in at least 3 projects building backends with Python;
Communicate about technical aspects with people who have less technical knowledge;
Analyze business processes or user requirements and propose solutions;
Experience creating unit and integration tests using pytest or unittest;
Ability to containerize applications with Docker, including creating Dockerfiles and building and running containers;
Comfortable working in Linux/Unix and Windows environments;
Knowledge of UML notation and ability to create software technical documentation;
Practical experience with Git version control;
Practical knowledge of at least 5 of the following areas: RabbitMQ/Google Pub/Sub, MongoDB, processes/threads/asyncio, FastAPI, PyTorch/TensorFlow/Transformers, spaCy/Stanza, ML/NLP, LangChain/LangGraph (LLM), Google Cloud Platform (GCP), Apache Airflow;
Ability to take responsibility for the entire developed component.