We are seeking an experienced Reporting GenAI Consultant with a strong background in developing AI-driven reporting solutions. This role focuses on building and integrating Generative AI capabilities into BI platforms to enable natural language insights, automated report generation, and interactive dialogue with data. The ideal candidate will have hands-on experience working with LLMs, prompt engineering, and modern data visualization tools.
Responsibilities
Design, develop, and deploy GenAI-based reporting solutions that generate insights summaries, dashboards, and narrative analytics using structured and unstructured data.
Build natural language interfaces and conversational agents for querying data (Dialogue with Data), enabling users to interact with reports through plain English.
Integrate GenAI features (like ChatGPT, Azure OpenAI, or Vertex AI) with enterprise BI platforms (Power BI, Tableau, Qlik, ThoughtSpot, etc.).
Implement automated insight generation using LLMs to summarize trends, detect anomalies, and generate key takeaways.
Collaborate with data engineering and BI teams to optimize data models and ensure clean, prompt-ready datasets.
Design and fine-tune prompts and templates for contextual report summarization and storytelling.
Conduct POCs and pilots to evaluate the feasibility and impact of GenAI-driven reporting use cases.
Ensure solutions are secure, scalable, and compliant with enterprise governance policies.
Qualifications
10+ years of experience in Business Intelligence/Analytics with 1-2 years in Generative AI implementations.
Strong experience in Power BI with exposure to augmented analytics features.
Experience working with LLMs (OpenAI, Azure OpenAI, Hugging Face, Google PaLM, etc.) for natural language understanding and summarization.
Expertise in prompt engineering, few-shot learning, and custom summarization models.
Good understanding of data storytelling, narrative generation, and auto-generated insights.
Experience in integrating APIs for AI models into web or reporting tools.
Familiarity with Python or JavaScript for model integration and backend logic.
Excellent communication and stakeholder management skills.
Preferred Qualifications:
Experience with RAG (Retrieval-Augmented Generation), LangChain, or similar frameworks.
Exposure to voice-based analytics or speech-to-insight solutions.
Knowledge of data governance, privacy (GDPR/CPRA), and enterprise security standards.
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