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 15 August 2025, comparing them to the same period in the previous two years.

6 months to
15 Aug 2025
Same period 2024 Same period 2023
Rank 499 547 616
Rank change year-on-year +48 +69 +157
Contract jobs citing Data Flow Diagram 52 26 40
As % of all contract jobs advertised in the UK 0.16% 0.067% 0.077%
As % of the Processes & Methodologies category 0.17% 0.078% 0.086%
Number of daily rates quoted 34 19 28
10th Percentile £347 £450 £479
25th Percentile £379 £494 £550
Median daily rate (50th Percentile) £449 £550 £619
Median % change year-on-year -18.45% -11.11% +3.13%
75th Percentile £500 £688 £738
90th Percentile £684 £740 -
UK excluding London median daily rate £447 £475 £558
% change year-on-year -5.89% -14.80% +4.94%
Number of hourly rates quoted 0 1 1
Median hourly rate - £75.00 £36.25
Median % change year-on-year - +106.90% -
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 29,873 33,197 46,482
As % of all contract IT jobs advertised in the UK 90.51% 85.47% 89.17%
Number of daily rates quoted 18,595 21,230 31,887
10th Percentile £300 £310 £320
25th Percentile £403 £413 £425
Median daily rate (50th Percentile) £500 £525 £545
Median % change year-on-year -4.76% -3.67% -0.91%
75th Percentile £625 £638 £650
90th Percentile £725 £750 £750
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 1,718 1,827 1,499
10th Percentile £14.20 £14.05 £14.25
25th Percentile £17.30 £18.35 £18.60
Median hourly rate £25.15 £41.50 £41.80
Median % change year-on-year -39.40% -0.72% +57.74%
75th Percentile £48.75 £65.00 £65.00
90th Percentile £68.00 £74.92 £77.50
UK excluding London median hourly rate £22.63 £42.50 £37.50
% change year-on-year -46.75% +13.33% +70.45%

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 15 August 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 12 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 15 August 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 +43 45 £447 -18.73% 25
London +25 26 £481 -28.70% 20
UK excluding London +9 20 £447 -5.89% 11
Work from Home +19 14 £447 -18.73% 14
Midlands - 11 £447 - 1
East Midlands - 10 £447 - 1
Yorkshire -16 3 £575 +4.55%
North of England -19 3 £575 +4.55%
Scotland - 3 £513 - 4
South East +24 2 £412 -13.37% 6
West Midlands - 1 £450 -
Channel Islands - 1 - -

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 4 (7.69%) Confluence
2 3 (5.77%) Apache
3 2 (3.85%) Oracle Workflow
Applications
1 13 (25.00%) MS Visio
2 7 (13.46%) Microsoft Excel
3 3 (5.77%) Microsoft PowerPoint
4 1 (1.92%) Microsoft Office
Business Applications
1 3 (5.77%) Salesforce CRM
2 1 (1.92%) SAP Business One
Cloud Services
1 11 (21.15%) Salesforce Sales Cloud
2 10 (19.23%) Azure
3 8 (15.38%) Power Platform
3 8 (15.38%) Salesforce Service Cloud
4 6 (11.54%) AWS
4 6 (11.54%) Lucidchart
5 3 (5.77%) Azure DevOps
6 2 (3.85%) Microsoft Purview
6 2 (3.85%) PowerApps
7 1 (1.92%) Cloud Computing
7 1 (1.92%) Collibra
7 1 (1.92%) iPaaS
7 1 (1.92%) Miro
7 1 (1.92%) Workato
Communications & Networking
1 3 (5.77%) Firewall
1 3 (5.77%) Intrusion Detection
2 2 (3.85%) Modbus
3 1 (1.92%) DNS
3 1 (1.92%) F5 BIG-IP LTM
3 1 (1.92%) Network Security
Database & Business Intelligence
1 6 (11.54%) Data Warehouse
1 6 (11.54%) Power BI
2 5 (9.62%) Tableau
3 4 (7.69%) Data Lake
3 4 (7.69%) Metadata
4 3 (5.77%) Apache Hive
4 3 (5.77%) Metadata Repository
5 2 (3.85%) NoSQL
5 2 (3.85%) SQL Server
6 1 (1.92%) Data Mart
6 1 (1.92%) MS Access
6 1 (1.92%) QlikView
6 1 (1.92%) RDBMS
6 1 (1.92%) Relational Database
Development Applications
1 5 (9.62%) JIRA
2 1 (1.92%) ER Studio
2 1 (1.92%) ERwin
2 1 (1.92%) Jenkins
General
1 17 (32.69%) Social Skills
2 15 (28.85%) Finance
3 11 (21.15%) Marketing
4 10 (19.23%) Analytical Skills
5 5 (9.62%) Banking
5 5 (9.62%) Public Sector
6 3 (5.77%) Manufacturing
7 2 (3.85%) Back Office
7 2 (3.85%) Legal
7 2 (3.85%) Telecoms
8 1 (1.92%) Digital Health
8 1 (1.92%) Documentation Skills
8 1 (1.92%) Inclusion and Diversity
8 1 (1.92%) Investment Banking
8 1 (1.92%) Law
8 1 (1.92%) Military
8 1 (1.92%) Pharmaceutical
8 1 (1.92%) Retail
Job Titles
1 27 (51.92%) Analyst
2 21 (40.38%) Business Analyst
3 15 (28.85%) Architect
4 7 (13.46%) Data Analyst
4 7 (13.46%) Salesforce Architect
5 6 (11.54%) Solutions Architect
6 5 (9.62%) Data Business Analyst
6 5 (9.62%) Infrastructure Analyst
6 5 (9.62%) Infrastructure Business Analyst
7 3 (5.77%) Banking Analyst
7 3 (5.77%) Business Data Analyst
7 3 (5.77%) Cybersecurity Engineer
7 3 (5.77%) Finance Business Analyst
7 3 (5.77%) Financial Analyst
7 3 (5.77%) Salesforce Analyst
7 3 (5.77%) Salesforce Business Analyst
7 3 (5.77%) Security Engineer
7 3 (5.77%) Senior
7 3 (5.77%) Technical Analyst
7 3 (5.77%) Technical Architect
Libraries, Frameworks & Software Standards
1 8 (15.38%) Middleware
2 7 (13.46%) Lightning Web Components
2 7 (13.46%) REST
2 7 (13.46%) SOAP
2 7 (13.46%) Visualforce
3 2 (3.85%) XML
Miscellaneous
1 11 (21.15%) Management Information System
2 7 (13.46%) Product Ownership
3 5 (9.62%) Security Posture
4 4 (7.69%) Life Science
4 4 (7.69%) PMI
5 3 (5.77%) Operational Technology
5 3 (5.77%) Renewable Energy
5 3 (5.77%) SCADA
6 2 (3.85%) Data Centre
6 2 (3.85%) Fixed Income
6 2 (3.85%) Insider Threat
6 2 (3.85%) Smart Meter
7 1 (1.92%) Data Structures
7 1 (1.92%) Legacy Systems
7 1 (1.92%) Reference Data
Operating Systems
1 1 (1.92%) VMS
Processes & Methodologies
1 21 (40.38%) Data Modelling
2 20 (38.46%) Migration
3 19 (36.54%) Problem-Solving
4 17 (32.69%) Agile
5 14 (26.92%) Data Governance
5 14 (26.92%) Data Management
5 14 (26.92%) Workshop Facilitation
6 12 (23.08%) Data Migration
6 12 (23.08%) Requirements Gathering
7 11 (21.15%) Stakeholder Management
8 9 (17.31%) Architecture Roadmap
8 9 (17.31%) Business Analysis
8 9 (17.31%) Mentoring
8 9 (17.31%) Roadmaps
8 9 (17.31%) Technical Leadership
9 8 (15.38%) Analytics
9 8 (15.38%) Integration Patterns
9 8 (15.38%) Project Management
9 8 (15.38%) Risk Management
10 7 (13.46%) Validation
Programming Languages
1 8 (15.38%) SQL
2 7 (13.46%) Apex Code
3 5 (9.62%) Python
4 3 (5.77%) PowerShell
5 2 (3.85%) R
6 1 (1.92%) JavaScript
6 1 (1.92%) VBA
Qualifications
1 13 (25.00%) Degree
2 7 (13.46%) Security Cleared
3 5 (9.62%) CBAP
3 5 (9.62%) Computer Science Degree
3 5 (9.62%) Master's Degree
4 4 (7.69%) PMI Certification
5 3 (5.77%) BPSS Clearance
6 2 (3.85%) CCNA
6 2 (3.85%) CCNP
6 2 (3.85%) Cisco Certification
6 2 (3.85%) DV Cleared
6 2 (3.85%) SC Cleared
7 1 (1.92%) AWS Certification
7 1 (1.92%) AWS Certified Solutions Architect
7 1 (1.92%) Azure Certification
7 1 (1.92%) CSPO
7 1 (1.92%) IIBA
7 1 (1.92%) VCAP
7 1 (1.92%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 12 (23.08%) GDPR
2 11 (21.15%) Data Quality
3 8 (15.38%) California Consumer Privacy Act
4 6 (11.54%) QA
5 5 (9.62%) ISO/IEC 27001
6 3 (5.77%) Basel III
6 3 (5.77%) IFRS
6 3 (5.77%) IFRS 9
6 3 (5.77%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 3 (5.77%) MiFID
7 2 (3.85%) GRC
7 2 (3.85%) NIST
8 1 (1.92%) Disclosure Scotland
System Software
1 5 (9.62%) Active Directory
1 5 (9.62%) Virtual Machines
2 1 (1.92%) VMware ESXi
2 1 (1.92%) VMware Infrastructure
2 1 (1.92%) VMware NSX
2 1 (1.92%) vSphere
Systems Management
1 2 (3.85%) Microsoft Intune
1 2 (3.85%) SCCM
2 1 (1.92%) PowerCLI
2 1 (1.92%) Terraform
2 1 (1.92%) vCenter Server
Vendors
1 11 (21.15%) Salesforce
2 7 (13.46%) Microsoft
3 4 (7.69%) Alteryx
3 4 (7.69%) ServiceNow
4 3 (5.77%) Oracle
4 3 (5.77%) Rockwell
4 3 (5.77%) Sparx
5 2 (3.85%) Databricks
5 2 (3.85%) Google
5 2 (3.85%) Tenable
6 1 (1.92%) Broadcom
6 1 (1.92%) F5
6 1 (1.92%) Okta
6 1 (1.92%) SAP
6 1 (1.92%) VMware
6 1 (1.92%) Workday