Data Flow Diagram Contracts

Data Flow Diagrams
UK

The table below provides summary statistics for contract job vacancies requiring Data Flow Diagram skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Flow Diagram over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 491 534 679
Rank change year-on-year +43 +145 +91
Contract jobs citing Data Flow Diagram 29 48 39
As % of all contract jobs advertised in the UK 0.099% 0.11% 0.065%
As % of the Processes & Methodologies category 0.11% 0.13% 0.073%
Number of daily rates quoted 21 32 26
10th Percentile £400 £513 £494
25th Percentile £450 £543 £550
Median daily rate (50th Percentile) £475 £625 £650
Median % change year-on-year -24.00% -3.85% +23.81%
75th Percentile £688 £738 £675
90th Percentile £738 £773 £738
UK excluding London median daily rate £450 £613 £650
% change year-on-year -26.53% -5.77% +52.94%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £36.25
UK excluding London median hourly rate - - £36.25

All Process and Methodology Skills
UK

Data Flow Diagram falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 26,594 37,597 53,655
As % of all contract IT jobs advertised in the UK 90.84% 86.31% 89.91%
Number of daily rates quoted 17,149 24,227 37,238
10th Percentile £308 £300 £325
25th Percentile £413 £413 £438
Median daily rate (50th Percentile) £520 £525 £550
Median % change year-on-year -0.95% -4.55% +4.76%
75th Percentile £630 £638 £650
90th Percentile £743 £750 £750
UK excluding London median daily rate £483 £500 £500
% change year-on-year -3.50% - +5.26%
Number of hourly rates quoted 1,071 2,443 1,746
10th Percentile £14.41 £12.75 £11.00
25th Percentile £18.21 £16.00 £16.25
Median hourly rate £29.00 £35.65 £37.30
Median % change year-on-year -18.65% -4.42% +49.20%
75th Percentile £60.38 £59.98 £65.00
90th Percentile £75.00 £72.50 £75.00
UK excluding London median hourly rate £27.50 £37.34 £36.00
% change year-on-year -26.35% +3.72% +80.00%

Data Flow Diagram
Job Vacancy Trend

Job postings citing Data Flow Diagram as a proportion of all IT jobs advertised.

Job vacancy trend for Data Flow Diagram in the UK

Data Flow Diagram
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Data Flow Diagram.

Daily rate trend for Data Flow Diagram in the UK

Data Flow Diagram
Daily Rate Histogram

Daily rate distribution for jobs citing Data Flow Diagram over the 6 months to 1 May 2025.

Daily rate histogram for Data Flow Diagram in the UK

Data Flow Diagram
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Data Flow Diagram.

Hourly rate trend for Data Flow Diagram in the UK

Data Flow Diagram
Top 13 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Flow Diagram within the UK over the 6 months to 1 May 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +42 27 £475 -26.92% 20
London +26 21 £675 +3.85% 17
UK excluding London +62 7 £450 -26.53% 6
Work from Home +19 7 £463 -33.93% 8
North of England +18 3 £450 -37.93%
Midlands +23 2 £449 -
North West +15 2 £450 -37.93%
South West - 2 £450 -
Scotland +12 1 £513 +6.32%
West Midlands - 1 £450 -
East Midlands - 1 £447 -
South East - 1 £545 - 5
Yorkshire - 1 £475 -

Data Flow Diagram
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (6.90%) Confluence
1 2 (6.90%) Oracle Workflow
2 1 (3.45%) Apache
2 1 (3.45%) Apache Spark
Applications
1 11 (37.93%) MS Visio
2 3 (10.34%) Microsoft Excel
3 2 (6.90%) Microsoft PowerPoint
4 1 (3.45%) Microsoft Office
Cloud Services
1 9 (31.03%) Azure
2 6 (20.69%) Lucidchart
3 5 (17.24%) Azure DevOps
4 4 (13.79%) Power Platform
5 3 (10.34%) AWS
6 2 (6.90%) Microsoft Purview
6 2 (6.90%) PowerApps
7 1 (3.45%) Boomi
7 1 (3.45%) Cloud Computing
7 1 (3.45%) Collibra
7 1 (3.45%) Dynamics 365
7 1 (3.45%) GCP
7 1 (3.45%) Miro
7 1 (3.45%) Salesforce Sales Cloud
7 1 (3.45%) Salesforce Service Cloud
Database & Business Intelligence
1 3 (10.34%) Data Lake
1 3 (10.34%) Data Warehouse
2 2 (6.90%) NoSQL
2 2 (6.90%) Power BI
2 2 (6.90%) SQL Server
2 2 (6.90%) Tableau
3 1 (3.45%) Apache Hive
3 1 (3.45%) Big Data
3 1 (3.45%) Hadoop
3 1 (3.45%) Metadata
3 1 (3.45%) Metadata Repository
3 1 (3.45%) MS Access
3 1 (3.45%) QlikView
3 1 (3.45%) RDBMS
3 1 (3.45%) Relational Database
Development Applications
1 3 (10.34%) JIRA
2 1 (3.45%) ER Studio
2 1 (3.45%) ERwin
General
1 15 (51.72%) Social Skills
2 10 (34.48%) Analytical Skills
3 4 (13.79%) Banking
3 4 (13.79%) Finance
4 3 (10.34%) Public Sector
5 2 (6.90%) Back Office
6 1 (3.45%) Documentation Skills
6 1 (3.45%) Inclusion and Diversity
6 1 (3.45%) Investment Banking
6 1 (3.45%) Marketing
6 1 (3.45%) Private Banking
Job Titles
1 18 (62.07%) Analyst
2 17 (58.62%) Business Analyst
3 9 (31.03%) Architect
4 6 (20.69%) Infrastructure Analyst
4 6 (20.69%) Infrastructure Business Analyst
5 4 (13.79%) Data Architect
5 4 (13.79%) Solutions Architect
6 3 (10.34%) Banking Analyst
6 3 (10.34%) Data Business Analyst
7 2 (6.90%) Banking Business Analyst
7 2 (6.90%) Data Analyst
7 2 (6.90%) Investment Management Business Analyst
7 2 (6.90%) Security Architect
7 2 (6.90%) Security Solutions Architect
7 2 (6.90%) Security Technical Architect
7 2 (6.90%) Senior
7 2 (6.90%) Senior Analyst
7 2 (6.90%) Senior Business Analyst
7 2 (6.90%) Technical Analyst
7 2 (6.90%) Technical Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (6.90%) XML
2 1 (3.45%) Lightning Web Components
2 1 (3.45%) Middleware
2 1 (3.45%) REST
2 1 (3.45%) SOAP
2 1 (3.45%) Visualforce
Miscellaneous
1 3 (10.34%) Management Information System
1 3 (10.34%) Product Ownership
2 2 (6.90%) Fixed Income
3 1 (3.45%) Data Structures
3 1 (3.45%) Legacy Systems
3 1 (3.45%) PMI
3 1 (3.45%) Reference Data
3 1 (3.45%) Smart Meter
Processes & Methodologies
1 14 (48.28%) Problem-Solving
2 12 (41.38%) Data Modelling
3 10 (34.48%) Requirements Gathering
3 10 (34.48%) Workshop Facilitation
4 9 (31.03%) Stakeholder Management
5 8 (27.59%) Migration
5 8 (27.59%) Risk Management
6 7 (24.14%) Stakeholder Engagement
7 6 (20.69%) Agile
7 6 (20.69%) Data Protection
7 6 (20.69%) ITIL
7 6 (20.69%) ITSM
7 6 (20.69%) Logical Data Model
7 6 (20.69%) Physical Data Model
7 6 (20.69%) Project Management
7 6 (20.69%) Project Planning
8 5 (17.24%) Conceptual Models
8 5 (17.24%) Data Management
8 5 (17.24%) DevOps
8 5 (17.24%) User Stories
Programming Languages
1 4 (13.79%) Python
2 3 (10.34%) SQL
3 2 (6.90%) PowerShell
4 1 (3.45%) Apex Code
4 1 (3.45%) JavaScript
4 1 (3.45%) R
4 1 (3.45%) VBA
Qualifications
1 5 (17.24%) Degree
2 2 (6.90%) Security Cleared
3 1 (3.45%) AWS Certification
3 1 (3.45%) AWS Certified Solutions Architect
3 1 (3.45%) Azure Certification
3 1 (3.45%) CBAP
3 1 (3.45%) Computer Science Degree
3 1 (3.45%) CSPO
3 1 (3.45%) DV Cleared
3 1 (3.45%) IIBA
3 1 (3.45%) Master's Degree
3 1 (3.45%) PMI Certification
3 1 (3.45%) SC Cleared
3 1 (3.45%) Six Sigma Green Belt
Quality Assurance & Compliance
1 6 (20.69%) QA
2 4 (13.79%) Data Quality
3 2 (6.90%) GDPR
4 1 (3.45%) California Consumer Privacy Act
System Software
1 6 (20.69%) Active Directory
2 2 (6.90%) Virtual Machines
Systems Management
1 2 (6.90%) Microsoft Intune
1 2 (6.90%) SCCM
Vendors
1 4 (13.79%) Microsoft
2 2 (6.90%) Databricks
2 2 (6.90%) Oracle
2 2 (6.90%) ServiceNow
3 1 (3.45%) Alteryx
3 1 (3.45%) Google
3 1 (3.45%) MuleSoft
3 1 (3.45%) Salesforce
3 1 (3.45%) Sparx