Padmi
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Provectus

Generative AI consulting · AWS Premier Partner

Solutions Architect (AI, Python/Data)

Remote · GEPosted 20 days ago
Software engineeringSeniorFull Time
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About the role

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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

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