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Stelle · Senior

Solutions Architect (AI, Python/Data)

Solution / Enterprise Architect • Senior • Remote • Vollzeit • Polen Polen

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.

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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