One-off advice or training
A review of data structures, DBT project, transformations, tests or documentation, or tailored training.
DBT & data modelling
A DBT and data modelling consultant who works temporarily alongside your team
Datalab helps when you need specialist knowledge around data structures, transformations, DBT, data quality, documentation and reusable data models. From a short review to project-based support.
100% independent
Advice from your interests
Data model expertise
DBT, definitions and quality
Flexible engagement
One-off, regular or project-based
Consultancy
When should you choose a DBT or data model consultant?
A DBT and data model consultant is suitable when you temporarily need specialist knowledge for complex data structures, transformations and reusable definitions.
That differs from a broader data warehouse or BI project. Consultancy adds focused knowledge of modelling, DBT, data quality and documentation; a broader project also includes platform, sources, dashboards and adoption.
- For teams that want to make KPIs, definitions and transformations more reliable.
- For organisations that want to introduce, review or professionalise DBT.
- For projects that temporarily need senior data modelling or transformation expertise.
Related services
Three ways to engage our DBT and data model consultants
The engagement depends on your data maturity, technical stack and internal capacity.
Regular help when you need us
Periodic support with model choices, code review, tests, documentation, data quality and definitions.
Project-based support for larger work
Temporary capacity for design, implementation, migration, review and transfer of data models or DBT projects.
Consultancy remains temporary specialist support. When the full data chain needs to be set up, our data warehouse service connects to it.
Expertise
What our DBT and data model consultants help with
Without good data models, dashboards, analyses and reports become fragile. Calculations arise in several places, definitions differ by team and reuse becomes difficult.
We help with dimensional models, data vaults, DBT project structure, SQL transformations, tests, lineage, documentation, version control and data quality.
From practice
Why data modelling needs specialist help
Data modelling may look technical, but it directly determines whether dashboards and analyses are reliable. If definitions become scattered, every report becomes a new interpretation.
Our consultants help create a clear transformation layer: testable, documented and suitable for reuse by BI, analytics and teams across the organisation.
Approach
Our approach to DBT and data modelling consultancy
We start with your sources, reports, definitions and existing transformations. Then we determine where the data layer needs to become more reliable, simpler or easier to transfer.
For larger projects, we work iteratively on model design, DBT structure, tests, documentation, deployment and transfer.
Independent advice
We choose modelling patterns and tooling based on your data, users and operating context.
1.
Clarify the question and engagement
We determine whether you need advice, training, regular help or project-based capacity.
2.
Assess data and models
We look at sources, definitions, transformations, tests, lineage and documentation.
3.
Work with you, improve and explain
We build or improve models and make choices transferable for your team.
4.
Transfer and follow-up
We document working methods, train users or engineers and advise on further data platform choices.
Experience with organisations that rely on trustworthy definitions
Datalab works for retail, accountancy, public organisations, healthcare, logistics and knowledge-intensive teams.
They also trust Datalab
Frequently asked questions
Frequently asked questions about hiring a DBT or data model consultant
Practical answers for organisations looking for temporary data modelling expertise.
Can you review an existing DBT project?
Yes. We assess structure, SQL, tests, documentation, lineage, deployment and transferability.
Do you also help without DBT?
Yes. We also help with data modelling in SQL, data warehouses, BI tools and other transformation layers.
When is data modelling needed for dashboards?
As soon as definitions return, several dashboards use the same KPI or calculations need to be reused reliably. Also read about Dashboards & BI.
What does a DBT or data model consultant cost?
That depends on the engagement model: one-off advice, retained hours or project-based support. For larger projects, we can agree a suitable growth strategy and discount.
Can this be part of a data warehouse project?
Yes. Data modelling and DBT often connect directly to Data warehouse setup.
Next step
Discuss your situation with a specialist
In a short conversation, we determine the right engagement model, approach and specialist for your needs.
Schedule a call