Modsen develops software solutions across more than 25 business domains and works with partners from over 20 countries.
full stack developer for AI applications
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описание
задачи
- Develop and maintain web applications using Python and React
- Design and implement AI features, including LLM integrations, RAG pipelines, AI assistants, and knowledge base search systems
- Deploy AI/ML services to production
- Develop and optimize AI/ML solution components, including embeddings, rankers, models, and data processing pipelines
- Develop Python back-end services and build React user interfaces
- Contribute to the full development cycle, from architecture design and task estimation to production delivery
- Write unit and integration tests, participate in code reviews, and maintain code quality
- Prepare technical documentation for developed solutions
- Collaborate with the team and clients, participate in technical discussions, and estimate tasks
требования
- 4+ Years of commercial development experience, including at least 2 years working with Python and AI/ML
- Strong knowledge of Python and one of FastAPI, Django, or Flask
- Hands-on experience with LLMs, prompt engineering, function calling, and streaming
- Experience building RAG systems, including embeddings, chunking, vector databases, hybrid search, and re-ranking
- Experience with LangChain and/or LlamaIndex
- Practical skills in PyTorch, Hugging Face Transformers, scikit-learn, pandas, and NumPy
- Experience with PostgreSQL, Redis, and message queues such as Celery or Kafka
- Experience with Git, Docker, and Linux environments
- Ability to estimate tasks, work in a team, and communicate effectively with clients
- Desire to grow in AI/ML, share knowledge, and contribute to the team’s development
- English at Intermediate (B1+) level or higher
- Будет плюсом: experience with model fine-tuning (LoRA, QLoRA, PEFT), evaluating LLM/RAG solution quality, Kubernetes/OpenShift and cloud platforms, agent-based systems and LLM application monitoring, CI/CD setup
условия
- Flexible schedule
- Corporate English classes and opportunities to attend international conferences
- Health insurance
- Corporate events and team-building activities
- Sports reimbursements
- Financial bonuses for important life milestones
- 5 Sick-days per year
- Gifts for birthdays
- Contract employment is available
навыки
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