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Software Solution Architect (AI & Startup Technology)

Flatgigs
Dubai, UAE
Full-time
Mid-Senior
Onsite
Discovered 3 weeks ago
Software architectureArtificial intelligenceMachine learningNatural language processingGenerative AILarge language models

Full Job Posting

About the role

The role supports a Group Startup Program focused on identifying, evaluating, investing in, and enabling promising technology startups.

It combines software architecture, AI, startup technology evaluation, software productization, technical due diligence, and strategic technology integration.

The architect works with startup founders, executives, engineering teams, Group leadership, and ecosystem partners.

The role assesses technical strength, maturity, scalability, productization potential, and opportunities to create value through the client’s technologies.

Startup evaluation and due diligence

  • Assess startups considered for the program, including products, underlying technology, architecture, engineering approaches, AI capabilities, and technical roadmaps.
  • Distinguish concepts, prototypes, MVPs, and production-ready products; assess validation, maturity, scalability, maintainability, reliability, and enterprise readiness.
  • Review architecture, infrastructure, APIs, integrations, data architecture, AI/ML components, security, and deployment models.
  • Identify technical debt, architectural limitations, dependencies, scalability challenges, and material technology risks.
  • Assess roadmap feasibility and communicate clear technical findings and recommendations to program stakeholders.

AI and intelligent systems

  • Assess AI-driven products and platforms across AI, Machine Learning, NLP, Generative AI, and modern AI architectures.
  • Review LLM, RAG, agent, embedding, vector-search, knowledge-system, API, and data-pipeline architectures where applicable.
  • Evaluate AI implementation maturity, model and framework suitability, and scalability against product needs.
  • Identify opportunities for AI to provide product or business value and guide integration into scalable software products.

Productization and integrations

  • Evaluate the evolution of prototypes and MVPs into scalable commercial software products.
  • Assess readiness for enterprise deployment, multi-tenancy, scalability, security, observability, maintainability, availability, and integration.
  • Guide architectural improvements and technical foundations for growth and commercialization.
  • Learn the client’s platforms, APIs, products, and technology capabilities; identify valuable integration opportunities for startups.
  • Design integration architectures and work with client and startup engineering teams on requirements, interfaces, dependencies, and implementation.
  • Support integrations from initial concept through implementation and production deployment.

Technical leadership and advisory

  • Advise selected startups and provide architectural leadership where senior technical guidance is needed.
  • Work with CTOs, technical founders, architects, and engineering teams on complex technology decisions.
  • Constructively challenge architectural assumptions and help teams evaluate alternatives.
  • Support scalable technical strategies and architecture roadmaps without unnecessarily replacing existing technical leadership.
  • Balance engineering quality, scalability, speed, and commercial requirements when recommending architecture.

Required experience

  • Significant experience in software engineering, solution, software, product, or enterprise solution architecture.
  • Strong hands-on technical foundation and proven experience designing enterprise-grade software products and platforms.
  • Strong expertise in AI, Machine Learning, NLP, and modern AI architectures; practical experience integrating AI into production software.
  • Strong understanding of APIs, microservices, distributed systems, cloud architecture, data platforms, integration patterns, and modern software engineering.
  • Experience taking software products or platforms from concept or MVP through productization and production deployment.
  • Experience assessing scalability, availability, security, performance, maintainability, and technical debt.
  • Ability to evaluate unfamiliar technology stacks and rapidly understand complex product architecture.
  • Experience with customers, founders, executives, product leaders, or other senior stakeholders.
  • Ability to translate business and product requirements into scalable technical architectures.

Benefits

  • Credits and cash investment, medical insurance, annual flight home, unlimited leave, and a team stock option pool are listed.
  • Hybrid working is listed.

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