AI/ML Solution Architect

1 month ago

Old Toronto, Ontario, Canada Nexus Systems Group Inc. Full time
Job Title: AI/ML Solution Architect

Nexus Systems Group Inc. is seeking a highly skilled AI/ML Solution Architect to lead the modernization of our complex applications into modern microservice architecture patterns.

Key Responsibilities:
  • Lead multi-tier application infrastructure design, documentation, and configuration for medium or large corporate implementations.
  • Analyze the current monolithic complex architecture to identify areas for decoupling and improvement.
  • Design the new microservices-based architecture, ensuring modularity and scalability.
  • Create detailed documentation of the architecture, including data flow diagrams, integration points, and module interactions.
  • Thoroughly assess the application's functionalities, data dependencies, and inter-module interactions.
  • Identify performance bottlenecks and areas for improvement.
  • Ensure the new architecture addresses security and privacy requirements.
  • Map out data dependencies to understand how data flows between different parts of the application.
  • Develop a comprehensive modernization roadmap, outlining steps for decoupling functionalities, transitioning data, and integrating new microservices.
  • Plan and phase the transition in iterations to minimize disruptions and ensure continuous business operations.
  • Conduct risk assessments and develop mitigation strategies for potential challenges, such as data migration issues, service downtime, and integration complexities.
Requirements:
  • Experience in modernizing monolithic complex applications into modern microservice architecture patterns.
  • Reasoning and analytical skills to lead investigations and analysis, understanding of modern cloud-based integrations and identify interdependencies and bottlenecks.
  • Experience involving private sensitive data with on-premise legacy solutions.
  • Proficiency in assessing data flow, integrity, and consistency.
  • Capability to identify and address potential challenges in transitioning from monolithic to microservices architecture.
  • Experience or knowledge in IBM Curam CRM solution architecture.
Technical Experience:
  • Understanding of modern cloud-based integrations involving private sensitive data with on-premise legacy solutions.
  • Design architecture patterns across large systems and defining end-to-end governance models for operation and integration into hybrid solutions.
  • Extensive experience in planning, creating, and implementing enterprise-level architectures; architectural patterns, frameworks, and best practices to build scalable, maintainable, and robust solutions.
  • Proficient in integrating and utilizing Software-as-a-Service (SaaS) and Platform-as-a-Service (PaaS) solutions into the existing architecture. Knowledge of multi-tenancy, cloud service models, and API integrations is necessary.
  • Experience in developing, implementing, and managing CRM solutions in a large and distributed environment, monitor the whole system, understand all interactions between components on a given level of abstraction, as well as to define limitations and requirements for source code.
  • Proven experience in Microsoft Azure services; designing, deploying, and managing Azure cloud infrastructure, including Azure Active Directory and Identity models such as B2C and B2B.
  • Understanding of cybersecurity principles to ensure that solutions are compliant with OPS regulations.
  • Knowledge with identity management, data encryption, and threat mitigation strategies.
  • Experience in structured methodologies for the design, development, and implementation of applications. Experience with middleware and gateways.
  • Knowledge and understanding of Information Management principles, concepts, policies, and practices.
  • Worked in Agile teams leveraging tools such as Azure DevOps/Jira.
  • Aware of emerging I&IT trends and directions.
Communication and Leadership Skills:
  • Familiarity with ITS and government procedures for procurement and deployment of technology solutions.
  • Establish standard practices across different teams for effective transformation to modern technology architecture.
  • Develop short-term and long-term plans for the transformation of architecture.
  • Effective communication skills to liaise between technical and non-technical stakeholders.
  • Demonstrated ability to lead multidisciplinary teams towards successful project completion.
  • Ability to develop enterprise architectural deliverables (e.g., models and documentation) and requirements and have insights in the integrations required from high-level and low-level perspectives.
  • Experience in working with project managers and lead architects to scope the work, identify technical risks, and manage priorities.

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