Data analysis
Data analysis
Turn business questions into dependable analysis.
A clear scope of work
Data analysis: where does it help?
Turn business questions into dependable analysis.
Start with the desired outcome. Depending on scope, the right solution may be a specialist, a project team or a defined work package.
Tasks and outcomes
Validate and compare data
Explain findings and limitations
Possible outcome: Analysis with traceable metric definitions.
Select by assignment
Which roles are relevant?
14 roles with this professional connection. These describe capabilities, not currently available people.
Data analyst
Clean data, investigate business questions and explain the findings..
Possible outcomeReproducible analysis with control totals and reasoned conclusions.
Explore tasks & qualifications ↗Power BI developer
Develop semantic models, DAX measures and reports for agreed user tasks..
Possible outcomePower BI solution with a metric catalogue, test cases and handover documentation.
Explore tasks & qualifications ↗Sales analyst
Analyse sales results across pipeline, products and accounts..
Possible outcomeSales report with consistent stage definitions and explained variances.
Explore tasks & qualifications ↗Sales forecasting specialist
Translate sales records into a reviewable forecast with documented assumptions..
Possible outcomeForecast with a baseline, ranges and regular actual-versus-forecast review.
Explore tasks & qualifications ↗PowerPoint charting specialist
Translate analysis into clear charts and consistent management presentations..
Possible outcomeEditable presentation with sources, units and a clear message on each slide.
Explore tasks & qualifications ↗BI consultant
Translate business questions, data sources and reporting requirements into an actionable BI design..
Possible outcomePrioritised reporting scope with metric definitions, data ownership and acceptance criteria.
Explore tasks & qualifications ↗Tableau developer
Develop Tableau data sources, calculations and interactive views for agreed analytical questions..
Possible outcomePublished dashboard with tested filters, documented calculations and a refresh workflow.
Explore tasks & qualifications ↗Looker Studio specialist
Align Looker Studio connectors, fields and report pages with user questions..
Possible outcomeReport with explained data freshness, agreed metrics and verified access routes.
Explore tasks & qualifications ↗The task in practice
How to recognise the value
Turn business questions into dependable analysis.
Starting point
Capacity is missing for this task: Clean data, investigate business questions and explain the findings
If this situation persists, it consumes capacity and makes decisions harder. The brief should therefore specify which workflow needs to change.
Intended value
Analysis with traceable metric definitions
Define a real acceptance case before starting. A broad capability requirement becomes a task whose result your team can assess and use.
Which capabilities matter for your assignment?
Select the professional priorities that belong in your brief.
No priorities selected yet.
Discuss the task ↗Three possible ways to scope the task
Clean data, investigate business questions and explain the findings.
Your team can make decisions using traceable data.
What makes the result tangible
Understand this role’s responsibilities ↗Reproducible analysis with control totals and reasoned conclusions.
Develop semantic models, DAX measures and reports for agreed user tasks.
Your team can make decisions using traceable data.
What makes the result tangible
Understand this role’s responsibilities ↗Power BI solution with a metric catalogue, test cases and handover documentation.
Analyse sales results across pipeline, products and accounts.
Your team can make decisions using traceable data.
What makes the result tangible
Understand this role’s responsibilities ↗Sales report with consistent stage definitions and explained variances.
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 analysisSearch the full catalogue ↗
03Reasoned role selectionTask · capabilities · outcome
The professional connection becomes clear through tasks and possible outputs.
Data analyst
Clean data, investigate business questions and explain the findings.
Your possible outcome
Reproducible analysis with control totals and reasoned conclusions.
Power BI developer
Develop semantic models, DAX measures and reports for agreed user tasks.
Your possible outcome
Power BI solution with a metric catalogue, test cases and handover documentation.
Sales analyst
Analyse sales results across pipeline, products and accounts.
Your possible outcome
Sales report with consistent stage definitions and explained variances.
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.
Useful information for your enquiry
Data analysis
Which decision should the report support, and which figure is the current reference?
Possible work objective
Analysis with traceable metric definitions
- Task, existing systems and scope
- Essential criteria, internal contact and approval
- Preferred start, duration, capacity and budget range
You can leave undecided details open. Non-confidential information is enough for initial contact.
Selected model: Project support
Discuss these requirements ↗View this model and its responsibilities ↗What happens next
From enquiry to a well-prepared start
- Define the requirement
We clarify the task, priority and outstanding requirements with you.
- Assess specialist fit
Relevant experience is assessed against the assignment. Open questions and working parameters remain visible.
- Agree selection and scope
You decide through specialist discussions. Capacity, terms and responsibilities are agreed.
- Prepare onboarding
Access, the first milestone, contacts and handover are established.
How soon can work start?
Timing depends on suitable availability, selection, agreement and access. For urgent needs, separate essential initial work from later tasks. A binding start date is confirmed for the specific assignment.
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?
Analysis with traceable metric definitions
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.