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Job
· Senior
Solutions Architect (AI, Python/Data)
Solution / Enterprise Architect
• Senior
• Remote
• Full-time
•
Poland
Provectus is looking for a solutions architect to design cloud-native data, LLM-based and agentic AI solutions for real client business challenges. The role covers client relationships, presales and technical direction.
Stack
Responsibilities
- ▹Design and build cloud-native data, LLM-based and agentic AI solutions
- ▹Implement and optimize RAG systems for production use cases
- ▹Build strong relationships with key customer stakeholders as a trusted technical advisor
- ▹Support presales: discovery calls, technical proposals, scoping and client-facing demos
- ▹Own the technical direction of client engagements from discovery through delivery
- ▹Write clean, production-grade Python across AI integrations, backend services and RESTful APIs
- ▹Build and maintain ETL/ELT workflows using modern orchestration and distributed computing tools
- ▹Deploy ML and LLM-based solutions
- ▹Implement MLOps, LLMOps and AgentOps practices: CI/CD, automated testing, model monitoring and experiment tracking
- ▹Lead architecture reviews, produce technical design documents and contribute to standards
- ▹Mentor engineers, lead code reviews and share knowledge across the team
Requirements
- ▹7+ years building and running production systems, not only demos and POCs
- ▹Hands-on experience building production LLM-based applications and agentic workflows
- ▹Experience integrating AI/ML components into solutions
- ▹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
- ▹Python skills: 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
- ▹Experience with Docker and Kubernetes
- ▹Hands-on experience with AWS (Bedrock AgentCore, Bedrock, Lambda, ECS, S3, SQS, ECR or similar); GCP considered
- ▹Understanding of CI/CD practices applied to ML and AI pipelines
- ▹Familiarity with model monitoring, observability and drift detection
- ▹Experience owning the client technical relationship, cost estimation and cloud architecture cost optimization
- ▹B2+ English
Nice to have
- ▹AWS and Claude Code certifications
- ▹CI/CD pipeline experience (GitHub Actions, GitLab CI)
- ▹Experience in an additional language (Go, Node.js or Rust)
- ▹Hands-on experience with Apache Spark, Apache Airflow and Kafka
Soft skills
Full-stack mindset across AI, backend development and cloud infrastructureProactive and self-directed, owning outcomes end-to-endCollaboration across distributed, multicultural teamsDecomposing ambiguous requirements, presenting architecture and pushing back on scope
What we offer
- ▹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
- ▹Access to the latest AI tools and premium subscriptions
- ▹Long-term B2B collaboration
- ▹Remote with flexible hours
- ▹Private medical insurance or a budget for medical needs
- ▹Paid sick leave, vacation and public holidays
- ▹Equipment and all the tech you need
Languages: Angol: B2+
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