23.03.2026

Lead AI Architect

Experienced Lead AI Architect for an International industrial machinery company

 We are looking for an experienced Lead AI Architect for our globally operating industrial manufacturing client to lead the design and evolution of enterprise-scale AI architecture. 

Start

20.4.2026

Duration

5

Location

Remote

Allocation

80 %

In this role, you will define and drive a technology-agnostic AI architecture strategy that enables scalable, transparent, and reusable AI solutions across products, services, and operations. You will guide architectural decisions, establish best practices, and support teams in building modern AI solutions (including GenAI, agent-based systems, RAG, and multi-cloud environments).

You will collaborate closely with enterprise architects, engineering teams, and business stakeholders, ensuring alignment on architecture, security, governance, and operating models.

Responsibilities
  •  Lead enterprise AI architecture design and implementation 
  •  Define principles, standards, and reusable patterns across teams 
  •  Guide agent framework selection and key architectural decisions 
  •  Deliver reference architectures and multi-cloud blueprints (e.g., Azure, AWS, RAG, vector DBs) 
  •  Support teams on solution design, integrations, and build/buy decisions 
  •  Ensure security, compliance, and governance alignment 
  •  Establish lifecycle, evaluation, and AIOps practices 
  •  Mentor teams and drive adoption of best practices 

Requirements
  •  Long experience in software/ML architecture, including experience with production AI systems 
  •  Strong background in multi-cloud environments and modern data/AI stacks 
  •  Hands-on experience with GenAI, agent-based architectures, RAG, and vector databases 
  •  Understanding of AI observability, evaluation, and system design trade-offs 
  •  Solid knowledge of AI security, compliance, and governance 
  •  Ability to lead cross-team architectural decisions and communicate clearly 

Nice to have
  •  Experience with LLM/SLM optimization and model serving 
  •  Exposure to industrial/IoT environments 
  •  Knowledge of AI cost and performance optimization

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Timo Heikkinen

AI Roots Partner

+358405894400

timo.heikkinen@finitec.fi