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What's a Data Expert?
A Data expert is a Human who can be a Data Engineer, Data Analyst, or Data Scientist depending on the needs of the business. Data experts will work on the INSIA platform to help you with your data and analysis.
Data Engineer
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INSIA Data Engineer can help build new data pipelines, source data from APIs, Databases, or Flat files, and manage data operations for your company. Whenever your company needs to source new data or get into data operations, our Data Expert will take a Data Engineer role and ensure that they work with you and your team to build and automate data pipelines.
Data Analyst
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INSIA Data Analyst can help build new analyses, KPIs, dashboards, and reports and manage data analysis for your company. Whenever you need any new analysis or dashboard, our Data Expert will take a Data Analyst role and ensure that they work with you and your team to build the ad-hoc analysis on time.
Data Scientist
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INSIA Data Scientists can help build new advanced analytics models, prove hypotheses, run simulations and what-if scenarios. Whenever you want to predict any KPI or customer behavior, a Data Expert will take a Data Scientist role and ensure that they work with you and your team to predict the future.
Let's try to understand this with an example
Assume you run an e-Commerce store and have online sales data from Amazon, and offline sales data from the point of Sale (POS) counters in stores. You have just bought a new accounting software and want that to be integrated and analyzed along with your online and offline sales data.
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Data Expert will take up a Data Engineer role to build an automated data pipeline on top of INSIA from your new accounting software. This would include integrating with the backend database, or the APIs of the accounting software, or setting up a system to load the data as an Excel file downloaded from the accounting software. Data Expert will ensure that fully automated data pipelines are built where data can be pulled seamlessly on a predefined frequency.
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Data Expert will take up a Data Analyst role to build an integrated dashboard from your accounting data and sales data, helping you reconcile your revenue numbers. This would include understanding business requirements, translating them into data language, utilizing domain knowledge in the form of INSIA functional dashboard templates, and presenting outcomes in an intuitive INSIA datastory. Data Expert will ensure that you get the analysis looking for as per predefined TAT (Turn Around Time)
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Data Expert will take up a Data Scientist role to build a propensity-to-pay model, helping you categorize customers who can pay for your product in the future. This would include understanding varied input data, feature engineering, and building advanced analytics by tweaking one of the many global models presented in INSIA. Data Expert will ensure that you can look into the future of your business and grow confidently.
In total, INSIA + Data Expert is your entire Data Strategy fully managed by us, while you have full data control and monitoring through the INSIA platform.
