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Data Engineering & Analytics

Data engineering and analytics

We build the pipelines and dashboards that bring your data together for reporting and decisions.

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About data engineering & analytics

Reports are only as good as the data behind them. Data engineering is the work of collecting data from different systems, cleaning it, and storing it so it can be analysed with confidence.

Soch Tech builds data pipelines and warehouses, and the dashboards and reports on top of them. We pay attention to data quality, so people can trust and act on the numbers.

This works alongside our database development and AI & data science services when you want to go further than reporting.

Scope

What this covers

  • Data pipelines that move and clean data (ETL and ELT).

  • Data warehouses and lakes on cloud platforms.

  • SQL modelling to prepare analysis-ready datasets.

  • Dashboards and recurring reports.

  • Data quality checks and documentation.

Process

How we deliver

  1. 01

    Planning and Requirement Analysis

    We identify your data sources and the questions you need answered.

  2. 02

    Design and Architecture

    We design the data model and the pipelines.

  3. 03

    Development and Coding

    We build, test and document the pipelines and reports.

  4. 04

    Testing and Deployment

    We hand over and can support and extend the platform.

Data Engineering & Analytics: common questions

What is a data pipeline?

A data pipeline is an automated process that moves data from its sources, cleans or reshapes it, and loads it somewhere it can be analysed.

What is the difference between ETL and ELT?

ETL transforms data before loading it. ELT loads it first and transforms it inside the warehouse. The best choice depends on your tools and data.

Can you work with the tools we already use?

Often yes. We review your current tools and data sources first.

How long does it take?

It depends on scope. We confirm after requirements analysis, once we understand what you need.

How much does it cost?

We do not publish fixed prices because every project differs. Contact us with your requirements and we reply with a clear next step.

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Let’s build it

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Tell us what you want to automate, build or secure. We reply with a clear next step.

Get a quote +353 899-463-538 info@sochtech.com