Generative AI Architect for Enterprise Orchestration

Spyrosoft Ltd; United States; Remote; USD 150,000 - 230,000; Full time

Job summary

Spyrosoft Ltd. is seeking an experienced AI Architect to design and deliver enterprise AI solutions that fuse machine learning, Generative AI, agentic systems, and traditional enterprise technologies.

You will oversee the complete lifecycle, from discovery and architecture design through deployment and continuous improvement, collaborating with clients, architects, engineers, and business stakeholders to define scalable AI strategies.

Qualifications

• Proven experience designing and delivering complex AI solutions from concept to production.
• Strong background in enterprise solution architecture, distributed systems, integration patterns, and scalable software design.
• Practical experience with Generative AI, agentic systems, orchestration frameworks, tool calling, retrieval, context management, and human-in-the-loop solutions.
• Solid understanding of machine learning architectures, model training and inference pipelines, model serving, and data dependencies.
• Experience integrating AI solutions with enterprise applications, APIs, databases, and external services.
• Ability to evaluate technical trade-offs across performance, scalability, security, reliability, maintainability, and cost.
• Knowledge of production-grade AI engineering practices, including testing, evaluation, monitoring, observability, CI/CD, and lifecycle management.
• Understanding of AI security, data privacy, access control, threat modeling, and risks related to LLM-powered systems.
• Familiarity with MCP, agent-to-agent communication protocols, and emerging interoperability standards.
• Hands-on engineering mindset with the ability to create prototypes and validate architectural assumptions.
• Experience working with at least one major cloud platform.
• Strong stakeholder management and technical leadership skills.
• Excellent problem-solving and communication abilities.
• Fluent English (spoken and written).

Responsibilities

• Lead the design of end-to-end AI solution architectures aligned with business and technical requirements.
• Design Generative AI and multi-agent systems, including orchestration, context management, retrieval strategies, tool integration, and human-in-the-loop workflows.
• Architect solutions that combine traditional machine learning, LLMs, business rules, and enterprise software components.
• Define integration architectures, API contracts, data flows, versioning strategies, and reliability mechanisms.
• Make and document key architectural decisions, balancing performance, scalability, security, reliability, accuracy, and cost.
• Design production-ready AI systems with strong evaluation, monitoring, observability, security, and maintenance capabilities.
• Build prototypes and proof-of-concepts to validate technical assumptions and accelerate delivery.
• Review technical designs and support engineering teams in solving complex implementation challenges.
• Collaborate with client stakeholders, enterprise architects, and engineering teams to align solutions with existing technology ecosystems.
• Lead technical discovery workshops, feasibility assessments, architecture proposals, project estimation, and implementation planning.
• Evaluate emerging AI technologies and contribute to reusable architectural patterns, standards, and best practices across Spyrosoft’s AI practice.

Job description

Spyrosoft Ltd. is seeking an experienced AI Architect to design and deliver enterprise AI solutions that fuse machine learning, Generative AI, agentic systems, and traditional enterprise technologies.

You will oversee the complete lifecycle, from discovery and architecture design through deployment and continuous improvement, collaborating with clients, architects, engineers, and business stakeholders to define scalable AI strategies.