Business Area: Digital & Operations
Key departments / areas of responsibility: AI & Advanced Analytics
Overall Job Purpose
- Analytics solutioning/consultancy and work as an adviser to the business as an SME
- Independently work on as well as lead projects in the areas of - Customer Analytics, Distribution Analytics, Marketing Analytics, Operations Analytics and HR Analytics - for UK, Asia and US geographies
- Experience with Analytics consulting role, with comfort on presenting to CXO level stakeholders
- Strong background of statistical modelling and ability to create framework
- Lead projects independently that involve
Machine learning and text mining
Statistical modelling (predictive analytics, forecasting, segmentation), data analysis and mining
- Statistical model development related to Customer Analytics (segmentation, propensity modelling etc) and various root cause analyses presented through suitable and appropriate presentations
- Manage projects independently and mentor and guide team members
- Manage Stakeholder Relationships.
Accountabilities/Responsibilities
Delivery
- Develop Statistical Models: Apply advanced analytical techniques such as ML, DNN, text mining, regression modelling, time-series analysis, cluster & factor analysis and segmentation to create different models
- to understand and analyse customer behavior and help build forecasting modes / propensity models to gain more insights into customer behavior
- to understand distribution effectiveness of various channels
- to establish linkage between marketing effort spend and its effectiveness
- to forecast business volumes (e.g. product sales, transaction volumes etc)
- Conduct Campaign Analytics: Campaign selection and post campaign analysis. Based on the developed segments, select customers and send them a campaign for the purpose of retention, up-sell or cross-sell.
- Develop analytical solutions: Develop solutions for interventions in other functions such as Customer Service, HR, Risk and Audit.
Stakeholder Management
- Manage Stakeholder interactions by having regular updates and growing stakeholder engagement
- Meeting /exceeding quality and timeline expectations for all projects
- Design, plan and scope out projects with stakeholders
- Explain project methodology and project approach to required stakeholders.
Project Management and Training
- Manage end to end deliverable of the project by adhering to timelines, project budgets and stakeholder expectations
- Ensure that the Standard Operating Procedures are followed where applicable and all relevant documents are created and kept updated
- Work with juniors on projects and coach them on-the-job
- Conduct in-house training's depending on teams- requirements.
People Management
- Day-to-day management and oversight for functional teams within Analytics vertical. This would include
- People evaluation and program management
- Career counselling, coaching and performance management
- Workflow allocation within the team
- Escalation handling and management.
Business Development
- Work with the Analytics Management team to develop pipeline for projects further through
- Assisting in writing proposals and presenting them to stakeholders
- Introducing the capability to the relevant businesses across multiple geographies
- Develop personal in-depth relationship with key business leaders and ensure continuous inflow of Business-As-Usual and project work.
Competence / Knowledge / Skills required
Required:
- Deep Expertise in ML
- Deep Expertise in either R or Python
- Exposure to DNN
- Exposure to any of the following preferred - SPSS / SAS / Clementine
- Expertise in applying advanced predictive statistical techniques to develop regression, time series, segmentation models. Exposure to design of experiments
- Excellent SQL skills and suitable familiarity with different DBMS
- Advanced skill in MS-Applications (Word, Excel, PowerPoint)
- Excellent oral and written communication skills with the ability to summaries and effectively present complex analytical insights, observations and recommendations to an audience using business language
- Experience in analytics project management/consultancies involving diverse functional areas of analytics
- Ability to work alone or with limited supervision
- Responsibility and Attention to Detail - Take responsibility for delivery of precise and accurate analyses, models, dashboards and reports to tight timescales and work to resolve problems when they occur
- Proactive attitude towards continuous learning and self development
- Coaching skills - ability to impart gained technical knowledge and develop junior analysts
- People leadership skills - coaching, career counselling, mentoring and capability development
- Excellent stakeholder management skills - networking, identifying solution gaps and excellent service oriented mind set.
Good to have :
- Knowledge of marketing domain; campaign development, delivery and analysis; customer targeting techniques
- Exposure to financial services industry
- Knowledge of significant regulatory processes, specifically including data protection
- International work experience
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