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provectus Lever · Posted 1mo ago

Solutions Architect (AI, Python/Data)

Yerevan Full-time

AI practice - David Sarkisyan Engineering Lever
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Indexed description

What You’ll Do:

    • Design and build cloud-native data, LLM-based, and agentic AI solutions addressing real client business challenges

    • Implement and optimize RAG systems for production use cases

    • Build and maintain strong relationships with key customer stakeholders, acting 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 — the go-to authority for clients and the internal team

    • 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.

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
AI & Python/ Data & Cloud
    • 7+ years building and running production systems — not only demos and POCs
    • Hands-on experience building production LLM-based applications and agentic workflows
    • Experience in 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 in 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.

    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, Kafkа

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
  • Long-term B2B collaboration
  • Remote with flexible hours
  • Private medical insurance or a budget for your medical needs
  • Paid sick leave, vacation, and public holidays
  • Equipment and all the tech you need for comfortable, productive work
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