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Senior Software Engineer / Solutions Architect (Python & GenAI)
Отличная вакансия для опытных инженеров, желающих перейти в Solutions Architecture. Работа в AWS Premier Partner с доступом к передовым технологиям (Anthropic, Cohere), удаленный формат и сильный социальный пакет делают предложение крайне привлекательным.
Сложность вакансии
Высокая сложность обусловлена необходимостью сочетать глубокие навыки разработки на Python с архитектурным мышлением и экспертизой в области Generative AI (RAG, агенты). Роль также требует активного участия в пресейле и прямого взаимодействия с клиентами на английском языке.
Анализ зарплаты
Зарплата не указана, но для позиции Senior/SA в США в сфере GenAI рыночные показатели значительно выше средних по IT. Ожидаемый диапазон составляет $160,000 – $220,000 в год в зависимости от опыта в архитектуре и пресейле.
Сопроводительное письмо
I am writing to express my strong interest in the Senior Software Engineer / Solutions Architect position at Provectus. With over 7 years of experience in building production-grade Python systems and a deep focus on Generative AI, I am excited about the opportunity to contribute to an AWS Premier Consulting Partner that is at the forefront of AI innovation. My background includes designing complex RAG systems and agentic workflows, which aligns perfectly with your mission to build production AI for global enterprises.
In my previous roles, I have successfully led technical discovery phases and translated ambiguous business requirements into scalable architectures. I am a proactive user of AI-assisted development tools like Claude Code and Copilot, and I have extensive experience with AWS Bedrock and SageMaker. I am particularly drawn to Provectus because of your partnership with industry leaders like Anthropic and Cohere, and I am eager to bring my expertise in Python, LLM evaluation, and cloud infrastructure to your team.
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Описание вакансии
Provectus is an AWS Premier Consulting Partner and AI consultancy featured in Forrester's AI Technical Services Landscape, with 15+ years of experience and 400+ engineers. We build production AI for global enterprises in partnership with Anthropic, Cohere, and AWS.
We are looking for a Senior Software Engineer or Solutions Architect with deep Python and Generative AI experience. Someone who ships Python services, RAG systems, tools, and agents daily, with AI embedded across their entire workflow.
You might be an experienced SA ready to hit the ground running, or a Senior Engineer and Tech Lead ready to step into that role. Either way, you will own the technical vision, lead discovery, drive architecture decisions, and become the authority clients and teams rely on.
What You’ll Do:
- Write clean, production-grade Python across AI integrations, backend services, and RESTful APIs.
- Implement and optimize RAG systems for production use cases.
- Design and build LLM-based and agentic AI solutions that address real client business challenges.
- Own the technical direction of client engagements from discovery through delivery.
- Support presales: discovery calls, technical proposals, scoping, and client-facing demos.
- Lead architecture reviews, produce technical design documents, and contribute to standards across the Python practice.
- Mentor engineers, lead code reviews, and share knowledge across the team.
- Build and maintain strong relationships with key client stakeholders as a trusted technical advisor.
What You’ll Bring:
Mindset
- Full-stack mindset, comfortable across AI, backend development, and cloud infrastructure.
- Already using AI tools in your daily workflow (Claude Code, Copilot, or similar).
- Proactive and self-directed; you own outcomes end-to-end and spot problems before they're handed to you.
- B2+ English, comfortable collaborating across distributed, multicultural teams.
Presales & Client Engagement
- Owns the client technical relationship; leading discovery, decomposing ambiguous requirements into technical components, presenting architecture, and pushing back on scope when it doesn't match timeline or budget.
- Produces scoped, phased delivery plans with clear deliverables, dependencies, and risks.
- Experience with cost estimation and cloud architecture cost optimization.
Python, AI & Cloud
- 7+ years building and running production systems, not only demos and POCs.
- Strong understanding of AI/ML concepts and experience integrating AI/ML components into solutions.
- Strong Python proficiency: OOP, design patterns, clean architecture, and performance optimization.
- Experience building RESTful APIs with FastAPI, Django REST, or Flask.
- Experience making and defending architectural trade-off decisions: microservices vs monolith, sync vs event-driven, SQL vs NoSQL.
- Strong testing practices: pytest, mocking, and integration tests for AI systems.
- Experience with Docker and Kubernetes.
- Hands-on experience building production LLM-based applications and agentic workflows.
- Experience with LLM APIs (OpenAI, Anthropic, or AWS Bedrock).
- Experience building and optimizing RAG systems.
- Understanding of LLM evaluation techniques and quality assurance approaches.
- Experience deploying and maintaining AI/ML models in production environments.
- Hands-on experience with AWS (SageMaker, Bedrock, Lambda, ECS, S3, SQS, ECR, or similar); GCP considered.
- Experience with React/Vue.
- AWS and Claude Code Certifications.
Nice to Have
- Experience with Streamlit or Gradio for AI prototyping.
- Modern Python tooling (ruff, uv, pyproject.toml, pyright).
- CI/CD pipeline experience (GitHub Actions, GitLab CI).
- Experience in an additional language (Go, Node.js, or Rust).
- Front-end experience.
What We Offer:
- Opportunity to work with cutting-edge AI and cloud solutions.
- Internal training programs (Leadership, Public Speaking, and more) with full support for AWS and other professional certifications.
- Career growth: a clear path toward SA or beyond — we actively develop our engineers.
- Access to the latest AI tools and premium subscriptions.
- Remote with flexible hours.
- Unlimited Vacation policy.
- Generous health, vision, and dental insurance.
- 401(K) matching plan.
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Навыки
- AWS
- Python
- LLM
- Kubernetes
- Vue.js
- Microservices
- RAG
- React
- Docker
- Generative AI
- PyTest
- FastAPI
- AWS Bedrock
- AWS SageMaker
- Flask
- Django REST Framework
Возможные вопросы на собеседовании
Проверка практического опыта оптимизации RAG-систем для реальных бизнес-задач.
Расскажите о самом сложном кейсе оптимизации RAG-системы: какие стратегии индексации или поиска (например, hybrid search, reranking) вы использовали для повышения точности?
Оценка архитектурных навыков и умения обосновывать выбор технологий.
Как бы вы спроектировали систему оценки качества (LLM evaluation) для агентного воркфлоу перед его деплоем в продакшн?
Проверка навыков пресейла и работы с клиентами.
Опишите ситуацию, когда требования клиента не соответствовали бюджету или срокам. Как вы аргументировали изменение скоупа или архитектуры?
Оценка владения современным стеком Python и AWS.
Какие преимущества дает использование AWS Bedrock по сравнению с прямым использованием API провайдеров (например, OpenAI) в контексте безопасности и масштабируемости предприятия?
Проверка навыков лидерства и менторства.
Как вы подходите к проведению Code Review в проектах с ИИ-компонентами, учитывая их вероятностную природу и сложность тестирования?
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