AI Product Analyst (Knowledge Management)

About RocketFrog.ai:

RocketFrog.ai is an AI Studio for Business, engineering competitive advantage through cutting-edge AI solutions in Healthcare, Pharma, BFSI, Hi-Tech, and Consumer Services. From Agentic AI and deep learning models to full-stack AI-first product development, we help enterprises translate innovation into measurable business impact.

🚀 Ready to take a Rocket Leap with Science?

Role Overview:

AI Product Analyst

Key Responsibilities:

• Break down complex and ambiguous business contexts into organized frameworks using schemas, taxonomies, or mind maps.
• Lead the creation of meta-models and domain ontologies to support structured AI understanding and reasoning.
• Apply principles of

  Description Logic

  to represent domain knowledge, support inference, and enhance explainability.
• Collaborate with domain experts and technical teams to convert functional needs into machine-readable structures.
• Contribute to prompt engineering and LLM-based system design, enabling generative and reasoning capabilities.
• Translate business objectives into AI-ready workflows, use cases, and knowledge blueprints.
• Build process maps, concept hierarchies, and user interaction flows using tools like Figma and Miro.
• Bridge business and engineering efforts across the SDLC, ensuring alignment on structured information use.
• Drive user alignment through compelling narratives in PowerPoint or dashboard formats.
• Monitor deployed AI solutions using well-defined KPIs and structured user feedback loops to recommend enhancements.

Required Skills & Expertise:

• Prompt Engineering & AI Fluency (Very Important):

  Hands-on experience in designing effective prompts and working with LLMs for reasoning or automation tasks.

• Meta-Modelling & Schema Design (Mandatory):

  Strong experience creating information schemas, ontologies, and taxonomies to support AI and system design. Familiarity with

  Description Logic

  or semantic web standards (OWL, RDF, SHACL) is highly desirable.

• Information Structuring (Very Important):

  Proven ability to organize unstructured information into structured, navigable forms like mind maps or decision trees.

• Business Process Mapping:

  Comfortable using swimlane diagrams, BPMN, or similar tools to document and optimize enterprise workflows.

• Software Industry Experience(Compulsory):

  Sound knowledge of Agile methodologies and the software development lifecycle.

• Communication & Storytelling:

  Exceptional communication skills with experience crafting narratives for stakeholders using PowerPoint and visual tools.

• Tools & Collaboration Platforms:

  Proficient in Miro, Figma, JIRA, Confluence; familiarity with Excel and data visualization tools is a plus.

• Analytical Thinking:

  Strong conceptual thinking and problem-solving abilities with a bias toward structured, AI-enabled decision-making.

• Domain Knowledge (Preferred):

  Background or experience in domains like Rail, Shipping, Logistics, BFSI, or Healthcare is a plus.

Key Stakeholders

• CxOs & Business Leaders

  – Strategic decision-makers and data consumers

• Process Owners

  – Operational stakeholders and subject matter experts

• Technology Teams

  – Engineering, AI, and product delivery teams

Qualifications

• Bachelor’s or Master’s degree from IIT, IIM, or other Tier-1 institutions
• 3 to 5 years of experience as a Business Analyst, Product Analyst, or Product Manager in the software industry
• Proven success in knowledge modeling, process optimization, or AI-led transformation initiatives
• Immediate joiners preferred

Why Join RocketFrog.ai?

• Shape the future of Agentic AI and knowledge-driven enterprise systems
• Work on real-world, high-impact AI projects across multiple industries
• Be part of a deeply technical and innovation-driven team of AI scientists and engineers
• Contribute to the next frontier of symbolic + generative AI integration
• Thrive in a culture that values clarity, curiosity, and continuous learning