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naukri

AI Business Analyst

Synechron
Dubai, UAE
Senior
2 months ago
AI StrategyMachine Learning ConceptsData AnalysisBusiness Process MappingRequirements GatheringAI Use Cases
Free

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AI StrategyMachine Learning ConceptsData Analysis
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Overall Responsibilities

  • Elicit, analyze, and document business needs, goals, and expected KPIs/ROI for AI projects
  • Develop comprehensive Business Requirements Documents (BRDs) outlining desired outcomes and success metrics
  • Create Functional Specification Documents (FSDs) detailing functional and non-functional requirements, reasoning flows, and integration points with existing systems
  • Prepare detailed Use Case Narratives illustrating interactions between users, LLMs, and AI agents, including structured inputs, outputs, and workflows
  • Map current workflows and conduct impact analysis, especially regarding the integration of GenAI/Agentic AI into operational processes
  • Maintain Requirements Traceability Matrices to link business needs through architecture, testing, and acceptance phases
  • Collaborate with stakeholders to ensure AI solutions align with business objectives and technical feasibility
  • Facilitate communication between business units and technical teams to support delivery and change management
  • Ensure requirement completeness, clarity, and adherence to organizational standards while supporting project timelines

Technical Skills (By Category)

  • Programming Languages:
  • Not typically required for this role, but understanding of Python, R, or similar languages is a plus (Preferred)
  • Databases/Data Management:
  • Basic familiarity with SQL, NoSQL databases, and data repositories used in AI projects (Preferred)
  • Cloud Technologies:
  • Experience with cloud platforms supporting AI development, such as AWS, Azure, or GCP (Preferred)
  • Frameworks and Libraries:
  • Knowledge of AI/ML frameworks (TensorFlow, PyTorch, etc.) is advantageous but not mandatory
  • Development Tools and Methodologies:
  • Agile/Scrum, requirements management tools, architecture modeling tools (Essential)
  • Security Protocols:
  • Awareness of data privacy, security, and compliance standards related to AI and data handling (Preferred)

Experience Requirements

  • More than 6 years of business analysis experience in technology or AI-driven projects
  • Proven experience working on AI/ML projects, especially implementing GenAI or Large Language Models in business solutions
  • Experience with end-to-end project lifecycle, from requirements gathering through deployment and testing
  • Familiarity with AI/ML industry standards, best practices, and related compliance policies

Day-To-Day Activities

  • Conduct stakeholder interviews to gather detailed business and technical requirements for AI initiatives
  • Collaborate with data scientists, ML engineers, and development teams to translate requirements into actionable specifications
  • Create and maintain BRDs, FSDs, Use Case Narratives, RTMs, and impact analyses
  • Lead workshops and review sessions to validate requirements and gather feedback
  • Support testing and validation of AI solutions, ensuring compliance with business needs and KPIs
  • Track project progress, evaluate deliverables, and adjust requirements as needed
  • Support change management and facilitate communication between stakeholders and project teams
  • Monitor AI solution performance post-implementation to ensure alignment with expectations

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