AI Solution Architect (pharma; 100% remote)

Project overview

We are looking for an experienced AI Architect to shape and scale an enterprise platform for building and running AI-powered agents.

The role will focus on agent architecture, technical standards, integrations, and guardrails across AWS Bedrock AgentCore, Langflow, VS Code, and n8n. The platform is already in production and operates in a regulated pharmaceutical environment, where security, governance, reliability, and responsible AI are critical..

We Offer

About Darize

Some projects keep businesses running. Others help them evolve and grow. If you're more drawn to the latter, chances are we have a lot in common. At Darize, we work with organizations tackling complex technology challenges.

In IT, one challenge is always around the corner: before one project ends, it’s already time to think about the next. Add uncertainty, rate negotiations, and administrative tasks, and it’s easy to lose focus on what matters most. That’s why we do more than connect experts with projects. We provide stability, access to ambitious technology initiatives, and a community of experienced professionals, so you can focus on what you do best.

Darize brings together more than 2,500 consultants across 24 countries. In Poland, you may know us as 7N, the brand we built for over 20 years. We value expertise, long-term relationships, and a culture rooted in trust, quality, and Nordic values. We challenge the status quo and create an environment where people matter more than processes.

Expectations

• Dedicated Agent support – your go-to person for project continuity, client communication, day-to-day administration, and long-term professional development
• Access to Darize Learning & Development – our internal development platform featuring webinars, industry reports and articles, access to learning platforms such as DataCamp and Coursera, and regular invitations to technical, business, and lifestyle events
• Community and networking events – from Kick-Off trips, Christmas celebrations, and Summer Sport Games to family picnics and cultural events for you and your loved ones
• Consultant Development Program – personalized professional development support based on current industry trends and market needs, delivered by experienced mentors and development advisors
• Comprehensive benefits package – including private healthcare, life insurance, a sports card for you and your family members, as well as access to employee discounts in Poland and abroad
• A community of experienced IT experts – exchange knowledge and collaborate with technology professionals who bring years of hands-on experience delivering complex technology projects (the average professional experience of our consultants in Poland exceeds 10 years)
• Own the target architecture, technical standards, and reference patterns for AI agents across the platform.
• Define architectures for single- and multi-agent systems, orchestration, tool calling, memory, human-in-the-loop workflows, RAG, and enterprise integrations.
• Provide architectural guidance across AgentCore, Langflow, VS Code, and n8n, helping teams select the right approach for each use case.
• Define how agents interact with LLMs, model gateways, APIs, enterprise systems, databases, knowledge sources, MCP servers, and tools.
• Establish best practices for the agent lifecycle: development, testing, evaluation, deployment, monitoring, and versioning.
• Define guardrails for security, identity, authorization, secrets, data access, model usage, and multi-tenant isolation.
• Ensure strong observability through logging, tracing, metrics, execution visibility, and model/token cost attribution.
• Support engineering teams with complex agentic use cases and validate architectural patterns against real user needs.
• Treat developer experience
• templates, CLI, documentation, and reference implementations
• as part of the architecture.
• Evaluate emerging agent frameworks, protocols, models, and technologies and contribute to platform roadmap decisions.
• Strong experience designing production-grade AI / LLM applications and agentic systems.
• Strong software engineering background, including Python, APIs, distributed systems, testing, and application lifecycle management.
• Experience with agent and workflow frameworks such as LangGraph, LangChain, Langflow, n8n, Semantic Kernel, CrewAI, or similar.
• Strong understanding of LLM integration, including prompts, structured outputs, tool calling, context management, model selection, and token usage.
• Understanding of MCP, reusable agent tools, and safe integration with enterprise capabilities.
• Experience with RAG, embeddings, vector/semantic search, retrieval strategies, and enterprise knowledge sources.
• Cloud architecture experience, preferably AWS, including containers, networking, IAM, scalability, CI/CD, and Infrastructure as Code.
• Strong understanding of AI security risks including prompt injection, data leakage, excessive tool permissions, and uncontrolled agent actions.
• Experience designing multi-tenant environments with appropriate identity, data, secrets, network, and cost isolation.
• Understanding of observability and evaluation for agents, including traces, tool/model calls, latency, cost, failures, and task quality.
• Familiarity with validation, auditability, data classification, and change control in regulated environments.

Project details

• Start: ASAP
• Location: Remote, Warszawa, PL