ai engineer
генерация резюме под вакансию
сопроводительное письмо
описание
Luxoft is a digital strategy and software engineering company that provides bespoke technology solutions to clients across various industries, including the development and maintenance of large-scale OTT platform test automation frameworks.
задачи
- Design and implement AI-powered solutions for automated test failure triage using LLM and RAG pipelines;
- Develop AI-based Change-Based Testing (CBT) using semantic similarity between code changes and test coverage;
- Generate AI test cases from feature specifications, Jira tickets, and Confluence documentation;
- Build and maintain end-to-end RAG pipelines including document ingestion, chunking, embedding, and vector store retrieval;
- Develop AWS Lambda functions and API Gateway REST endpoints for CI/CD integration;
- Apply prompt engineering best practices and drive continuous evaluation of LLM solution accuracy;
- Utilize Cursor IDE with MCP integrations and agentic workflows to accelerate test code development;
- Write, maintain, and expand automated test suites in Java for Android TV platforms;
- Develop and maintain functional, regression, NFR, and CBT test suites;
- Triage and resolve test failures in ReportPortal and integrate results with QMetry;
- Support CI/CD pipeline health via Jenkins;
- Contribute to framework codebase improvements through refactoring and bug fixes;
- Participate in Kanban ceremonies and PI planning;
- Present AI solution demos to stakeholders and engineering leadership;
- Document AI system architecture and RAG pipelines in Confluence.
требования
- Hands-on experience with AWS Bedrock, including model access and Lambda integration;
- Practical knowledge of designing and operating AI agents and agentic workflows;
- End-to-end RAG pipeline implementation experience;
- Proficiency in prompt engineering techniques;
- Working knowledge of vector databases like OpenSearch, Pinecone, or Faiss;
- Understanding of LLM guardrails and hallucination mitigation;
- Ability to reason through fine-tuning versus RAG approaches;
- Experience with LLM orchestration frameworks like LangChain, LangGraph, or LlamaIndex;
- Understanding of semantic similarity and embeddings;
- Proficiency in Python for AI pipeline scripting and data processing;
- 3+ Years of hands-on test automation development in Java;
- Experience with Appium or UiAutomator2 for mobile/Android UI automation;
- Experience with Android/ADB device management and test execution;
- Proficiency with ReportPortal, REST API, Jenkins, and Docker;
- English: C1 Advanced;
- Nice to have: Cursor IDE advanced features, Android TV platform testing, QMetry, Streamlit, DSPy, AWS SageMaker/MLflow, Kotlin.
условия
- Global relocation support available for eligible roles;
- Access to Luxoft Training Center with expert-led tech and soft skills courses;
- Comprehensive self-learning resources including Udemy for Business and cloud academies;
- Multisport card and wellbeing programs;
- Private healthcare insurance with full dental support and travel insurance;
- Life insurance and reimbursement for corrective glasses;
- Preferential banking and car leasing offers;
- Internal mobility and project rotation opportunities.
навыки
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