AI/ML Consultant
- Highradius
- 5 - 8 years
- Hyderabad
- 3 months ago
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Job Description
- Assess Current O2C Processes: Map and evaluate the company s end-to-end Order-to-Cash workflows (from order entry through billing, collections, and cash application) to identify inefficiencies, pain points, and bottlenecks. This includes performing in-depth process analysis to spot areas for improvement and automation
- Identify Quick-Win Automations: Based on the assessment, pinpoint quick-win automation opportunities that can be implemented rapidly for immediate efficiency gains. It may involve automating manual tasks or streamlining sub-processes to deliver quick ROI and process improvements
- Develop Long-Term Automation Roadmap: Create a comprehensive strategic automation roadmap for the O2C function, outlining phased initiatives and projects over the long term. This roadmap will detail how to evolve from the current state to a highly automated future state, including prioritization of initiatives, timelines, and expected benefit. The roadmap should align with business goals and incorporate advanced solutions (e.g. AI-driven credit analysis, RPA bots for invoice processing) as appropriate.
- Evaluate Tools & Technologies: Review and evaluate the existing technology stack and tools supporting O2C (e.g. SAP, Oracle Fusion ERP, billing systems, etc.). Determine each system s current automation capabilities and integration gaps, and recommend enhancements or new tools if needed. This includes assessing the potential of intelligent automation platforms or RPA software to complement existing systems.
- Stakeholder Workshops & Discovery: Conduct stakeholder workshops and cross-functional discovery sessions with teams from Sales, Finance, Operations, and IT. Gather requirements, document current process flows, and solicit input on pain points and improvement ideas. Facilitate discussions to ensure all relevant perspectives are considered and to drive stakeholder buy-in for automation initiatives.
- Strategic Recommendations: Synthesize findings from your analysis into clear, actionable recommendations. Prepare detailed documentation of the current challenges, proposed improvements (quick wins and long-term changes), and envisioned future-state processes. Develop business case justifications for each recommended initiative (e.g. expected efficiency gains, error reduction, ROI).
- Advisory and Collaboration: Act as a trusted advisor on O2C process best practices and automation trends throughout the engagement. Work closely with internal project teams to ensure your recommendations are feasible and aligned with the company s technology standards and business objectives. While you will not be executing implementation, you will collaborate with those who will, to hand off a clear plan. You may also provide guidance on change management approaches (e.g. training needs, communication plans) to support a smooth transition once automation projects kick off.
Job Classification
Industry: Software ProductFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data Science & Machine Learning - OtherEmployement Type: Full timeContact Details:
Company: HighradiusLocation(s): Hyderabad
Keyskills: bot oracle fusion artificial intelligence jquery sql deep learning java automation data science asp.net html ml c# erp rpa python sap natural language processing microsoft azure analysis machine learning order to cash javascript sql server .net aws
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