Data Engineering Data pipelines & ETL/ELT processes Real-time and batch data processing Data warehousing and lake architecture Scalable data platforms
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 | Data Science & Advanced AnalyticsPredictive and prescriptive modelling Experiment design (e.g. A/B testing) Time series forecasting Natural language processing (NLP) and computer vision (CV)
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Data Analytics/ Business Intilligence Dashboard creation and reporting SQL-based data exploration Business performance tracking Ad-hoc and self-service analytics
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 | Machine Learning & AI |
Data Architecture Data warehouse and lake design Cloud-native architecture Data modelling and schemas Integration with business systems
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 | Embedded & Product AnalyticsFunnel and cohort analysis Feature usage tracking Retention and engagement metrics Event-based data modelling
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