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Data platforms & data quality

Data platforms & data quality

Documented data flows with unique keys, quality rules and an exception log. Suitable specialists for Data platforms & data quality. We establish the task, identify the relevant role and define the search brief together.

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At a glance

What does this service include?

This area brings together Data engineering, Data architecture and data warehousing, Data stewardship, Data preparation and migration. You can enquire about a specialist role or a defined task. Scope and responsibilities are agreed before work starts.

The engagement outcome

An outcome you can assess.

Documented data flows with unique keys, quality rules and an exception log.

Business control values are agreed before visualisation. Ratios, balances and totals receive distinct test cases. Acceptance covers source data, typical filter combinations, refresh and documented handover.

Make the brief concrete

  • What should the engagement make possible?
  • Which systems and information are available?
  • Which experience is essential?
  • When should it start, and who decides?
Describe your project
Relevant roles

Which specialist do you need?

Tools and working environments

Apache Airflow Apache Kafka Apache Spark Confluence Databricks dbt Microsoft Excel Git Grafana Apache Hadoop Informatica Java Jira Linux Matillion Microsoft Purview PostgreSQL Microsoft Power BI Power Query Microsoft PowerPoint Python Scala Snowflake SQL Microsoft SQL Server Talend

Areas of work

Data analysis Data engineering & quality Data product management
Your assignment, made concrete

What should change for your team?

Documented data flows with unique keys, quality rules and an exception log..

Choose the tasks you actually need. This creates an initial scope for the conversation.

Your selected scope

Select one or more work packages.

Refine the scope together ↗
Capability compass

Which combination moves your project forward?

Connect your task to relevant capabilities. A tool selection narrows the working environment; the results explain each professional connection.

Starting pointData platforms & data qualitySearch the full catalogue ↗

The professional connection becomes clear through tasks and possible outputs.

Data analysis

Sales analyst

Analyse sales results across pipeline, products and accounts.

Your possible outcome

Sales report with consistent stage definitions and explained variances.

SQL ↗Microsoft Excel ↗

Capability profiles for orientation. An individual’s suitability is assessed against the search brief.

Refine the selection ↗
Your assignment with VB Analyst

Choose expertise. Define the engagement.

A capacity gap does not always require a permanent role. Choose a model by responsibility, duration and desired outcome.

A useful starting point

Anything still unclear?

Short answers for your next step. We can work through your specific situation together.

Discuss my question ↗
What belongs to this area?

Documented data flows with unique keys, quality rules and an exception log.

Can I hand over one specific task?

Yes, if inputs, outputs and ownership can be defined. We agree which parts stay with your team and how acceptance is assessed.

Are the specialists available now?

The profiles describe capabilities and typical assignments. Actual people, availability, terms and engagement are assessed for your specific need.

Your expertise selection

Compare roles

Compare up to four roles by their responsibilities. This does not assess actual people.

Discuss this selection
Your next step

Which expertise moves your team forward?

Start an enquiry
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