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Head Analytics & AI

Head Analytics & AI

Havells India LtdIndia
6 days ago
Job description

Key responsibilities :

Analytics & Data Science

Strategy Formulation & Execution : Participate in the conceptualization of AI & Data Science strategy, develop, execute and sustain; strive to build a practice and organization culture around same

Manage & Enrich Big Data

– Work on Datawarehouse for sales, consumer data, manufacturing data and all the user attributes, think of ways to enrich data (both structured / unstructured)

Engage with Data Engineering team on building / maintaining / enhancing Data Lake / Warehouse in MS Azure Databricks (Cloud)

Data preparation, new attribute development, preparing Single View of consumers, Single View of Retailers / electricians etc

Consumer Insights

Campaign Analysis

  • Drive adhoc analysis & regular insights from data to generate insights and drive campaign performance

Build a Gen AI powered Consumer Insights Factory

Support insights from consumer, loyalty, app, sales, transactional data

Data mining / AI / ML to support upsell / cross-sell / retention / loyalty / engagement campaigns & target audience identification

Purchase behavior / market basket analysis

Predictive Analytics & Advanced Data Science

  • Build & maintain Predictive analytics AI / ML models for use cases in Consumer Domain, Consumer Experience (CX), Service, example :
  • Product recommendations

    Likely to buy product or services (AMC)

    Lead scoring conversion

    Service Risk Scoring or Service Franchise / Technician performance score

    Likely to be a detractor or Likely to churn

    Market mix modelling

    Dashboarding :

    Build, manage, support various MIS / dashboards via Data Engineering / Visualization team

    Power BI dashboards & other visualization

    Adhoc dashboards

    Analytics & Data Science – Other Domains SCM, Sales Op, Manufacturing, Marketing

    Support AI / ML models for Sales Transformation or SCM or Marketing Use Cases :

    Market Mix Modeling

    Retailer / Electrician loyalty program optimization

    Retailer / partner risk scoring or churn prediction

    Product placement & channel partner classification

    Improve forecast accuracy & Out of Stock prediction

    Deep data mining to support digital analytics, website behavior, app behavior analytics, call center / CS behavior, NPS, retailer & electrician loyalty etc

    Gen AI Use Cases

    : Extensively leverage LLM Models, Agentic AI capabilities to solve business use cases : Chatbot for business users, data mining at fingertips, Chatbot for consumers, Service Voice Agent, Manufacturing use cases etc

    Data Engineering : Build & support all data engineering work to build / sustain a best-in class efficient, data infrastructure, data lake, datamart on cloud

    Sustain, optimize current migration of EDW to MS Azure Databricks

    Build Agentic AI platform on vertex

    Optimize data architecture for efficient outputs on all analytics areas – data visualization, predictive ML Models, Agentic AI etc

    Integrate new data sources & data types including unstructured data into Databricks data lake

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