ai engineer
генерация резюме под вакансию
сопроводительное письмо
описание
EPAM Systems provides digital engineering, cloud, and AI-enabled transformation services, as well as digital product development and consulting.
задачи
- Design multi-agent orchestration solutions including agent graphs, state management and agent-to-agent communication;
- Develop advanced prompt engineering approaches with structured outputs, function/tool calling and multi-step reasoning;
- Produce system/module designs, engineering diagrams and technical documentation;
- Propose multiple solution options with clear trade-off analysis and justified recommendations;
- Apply design patterns and explain non-functional requirements at the system level;
- Implement CI/CD pipeline design, distributed tracing, structured logging and dashboarding;
- Deploy containerized and serverless services with RESTful and event-driven API integration;
- Conduct unit, component, integration and end-to-end testing for AI-backed services;
- Lead and moderate project meetings and communicate directly with customers;
- Translate complex agent behavior into clear business language for non-technical stakeholders;
- Work independently while proactively identifying and resolving blockers;
- Onboard new platforms, tools and skills quickly and efficiently apply them in delivery.
требования
- 3+ Years of experience in software engineering and AI automation;
- Understanding of LLM fundamentals including context windows, tokenization, attention and model limitations;
- Proficiency with at least two agent frameworks and advanced RAG;
- Proficiency in Python, JavaScript or C# or equivalent;
- Hands-on experience with at least two cloud AI platforms such as Azure AI Foundry, AWS Bedrock or Google Vertex AI;
- Familiarity with low code/no code AI workflow automation platforms;
- Skills in Docker, Kubernetes or serverless deployment;
- Proficiency with relational and vector databases;
- Knowledge of SOLID, DRY and KISS principles and code quality metrics;
- Experience with Scrum, Kanban or Waterfall and ability to describe trade-offs for a given project context;
- English proficiency B2 or higher;
- Nice to have: Success story of convincing a customer to adopt a proposed technical solution, Experience in conducting internal and external trainings and tech talks, Troubleshooting success stories in complex AI/automation environments, Experience creating end-to-end automated acceptance tests.
условия
- No conditions specified
навыки
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