Key Responsibilities

1. Build business cases for Data & AI use cases

• Run workshops with business, finance, and technical stakeholders to define scope, KPIs, and value drivers
• Identify financial impact, including revenue uplift/preservation, cost avoidance, and OPEX/CAPEX savings
• Map current vs. target processes to show where value is created
• Link technical performance indicators to business and financial outcomes
• Estimate total OPEX and CAPEX
• Prepare governance materials for Go / No-Go decisions and prioritization
• Document assumptions, analysis, and reusable templates

2. Support value monitoring during RUN phase

• Define value measurement plans based on business case KPIs
• Guide teams on live value monitoring using DVM methodology
• Help operational teams build reliable and automated value tracking

Required Profile

• At least 5 years of experience in finance or business modeling
• Strong communication and stakeholder management skills
• Ability to solve business problems using financial and operational analysis
• Good knowledge of the telco network domain
• Good understanding of AI use cases and their business impact
• Fluent in French and English
• Master’s degree in Finance, Accounting, or Business Administration

Key Skills

• Business case development
• Financial modeling: ROI, Payback, NPV, IRR
• Scenario and sensitivity analysis
• OPEX / CAPEX assessment
• Process mapping (As-Is / To-Be)
• KPI definition and value measurement
• Governance and decision support
• Workshop facilitation
• Excel and PowerPoint
• Analytical thinking, autonomy, and results focus