Data Flow Diagram Contracts

Data Flow Diagrams
UK

The following table provides summary statistics for contract job vacancies with a requirement for Data Flow Diagram skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Flow Diagram over the 6 months to 10 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
10 May 2024
Same period 2023 Same period 2022
Rank 533 666 758
Rank change year-on-year +133 +92 -99
Contract jobs citing Data Flow Diagram 49 37 81
As % of all contract jobs advertised in the UK 0.11% 0.064% 0.093%
As % of the Processes & Methodologies category 0.13% 0.071% 0.10%
Number of daily rates quoted 34 25 55
10th Percentile £513 £490 £389
25th Percentile £550 £550 £425
Median daily rate (50th Percentile) £625 £650 £530
Median % change year-on-year -3.85% +22.64% +5.89%
75th Percentile £738 £675 £625
90th Percentile £768 £745 £708
UK excluding London median daily rate £550 £650 £450
% change year-on-year -15.38% +44.44% -6.98%
Number of hourly rates quoted 0 1 0
Median hourly rate - £36.25 -
UK excluding London median hourly rate - £36.25 -

All Process and Methodology Skills
UK

Data Flow Diagram is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 37,090 51,996 79,100
As % of all contract IT jobs advertised in the UK 86.26% 89.82% 90.61%
Number of daily rates quoted 23,884 36,030 55,497
10th Percentile £300 £325 £343
25th Percentile £413 £438 £427
Median daily rate (50th Percentile) £525 £550 £530
Median % change year-on-year -4.55% +3.77% +8.72%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26% +8.57%
Number of hourly rates quoted 2,438 1,721 1,893
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.13 £15.50
Median hourly rate £36.50 £36.25 £25.68
Median % change year-on-year +0.69% +41.16% +4.82%
75th Percentile £60.00 £65.00 £49.50
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £38.06 £35.00 £20.00
% change year-on-year +8.74% +75.00% -6.98%

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 10 May 2024.

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 10 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 10 May 2024. 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 +106 42 £625 -3.85% 8
London +112 32 £650 +4.00% 8
Work from Home +138 31 £625 +8.70% 6
UK excluding London +48 9 £550 -15.38%
North of England +26 5 £713 +9.62%
North West +15 4 £725 +11.54%
Scotland - 2 £483 -
Midlands +24 1 - -
Yorkshire +18 1 £550 -19.71%
East of England +15 1 £525 -

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 1 (2.04%) CMS
1 1 (2.04%) Drupal
1 1 (2.04%) SharePoint
1 1 (2.04%) Sitecore CMS
1 1 (2.04%) WordPress
Applications
1 9 (18.37%) MS Visio
2 1 (2.04%) Microsoft Office
Business Applications
1 3 (6.12%) Endur
1 3 (6.12%) Sparx Enterprise Architect
2 2 (4.08%) Dynamics CRM
3 1 (2.04%) SAP S/4HANA
Cloud Services
1 24 (48.98%) Azure
2 9 (18.37%) AWS
2 9 (18.37%) Cloud Computing
3 6 (12.24%) Serverless
4 3 (6.12%) Power Platform
5 2 (4.08%) Azure DevOps
5 2 (4.08%) Azure Sentinel
5 2 (4.08%) Dynamics 365
5 2 (4.08%) Microsoft 365
5 2 (4.08%) Microsoft Purview
6 1 (2.04%) Azure App Service
6 1 (2.04%) Azure Functions
6 1 (2.04%) Azure Storage
6 1 (2.04%) Entra ID
6 1 (2.04%) GCP
6 1 (2.04%) Google Analytics
6 1 (2.04%) Miro
6 1 (2.04%) PaaS
6 1 (2.04%) Snowflake
Communications & Networking
1 3 (6.12%) Network Security
Database & Business Intelligence
1 13 (26.53%) Metadata
2 5 (10.20%) PostgreSQL
3 3 (6.12%) Data Warehouse
3 3 (6.12%) NoSQL
3 3 (6.12%) Parquet
4 1 (2.04%) Azure SQL Database
4 1 (2.04%) Big Data
4 1 (2.04%) SAP Data Services
4 1 (2.04%) SAP HANA
4 1 (2.04%) Star Schema
Development Applications
1 13 (26.53%) ERwin
2 1 (2.04%) JIRA
2 1 (2.04%) LSMW
General
1 18 (36.73%) Finance
2 15 (30.61%) Public Sector
3 12 (24.49%) Marketing
3 12 (24.49%) Retail
4 11 (22.45%) Electronics
4 11 (22.45%) Manufacturing
4 11 (22.45%) Social Skills
4 11 (22.45%) Telecoms
5 9 (18.37%) Analytical Skills
6 1 (2.04%) Automotive
6 1 (2.04%) Back Office
6 1 (2.04%) Banking
Job Titles
1 26 (53.06%) Architect
2 17 (34.69%) Data Architect
3 12 (24.49%) Analyst
4 11 (22.45%) Enterprise Architect
4 11 (22.45%) Enterprise Data Architect
5 10 (20.41%) Business Analyst
6 7 (14.29%) Senior
7 6 (12.24%) Lead
7 6 (12.24%) Security Architect
8 5 (10.20%) Senior Architect
8 5 (10.20%) Senior Data Architect
9 4 (8.16%) Chief Information Security Officer
9 4 (8.16%) Lead Architect
9 4 (8.16%) Lead Security Architect
9 4 (8.16%) Solutions Architect
10 3 (6.12%) Data Analytics Analyst
10 3 (6.12%) Data Analytics Architect
10 3 (6.12%) Data Business Analyst
11 2 (4.08%) Consultant
11 2 (4.08%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 5 (10.20%) JSON
1 5 (10.20%) JSON Schema
2 3 (6.12%) Apache Avro
2 3 (6.12%) PyTorch
2 3 (6.12%) scikit-learn
2 3 (6.12%) TensorFlow
2 3 (6.12%) XML
2 3 (6.12%) YAML
3 1 (2.04%) RESTful
Miscellaneous
1 13 (26.53%) Data Protection Act
2 12 (24.49%) Wiki
3 8 (16.33%) Product Ownership
4 7 (14.29%) Management Information System
5 6 (12.24%) Cyber Threat
6 5 (10.20%) Data Structures
7 3 (6.12%) Algorithms
8 1 (2.04%) Freedom of Information
8 1 (2.04%) Freedom of Information Act
8 1 (2.04%) Onboarding
Operating Systems
1 4 (8.16%) Linux
1 4 (8.16%) Unix
1 4 (8.16%) Windows
Processes & Methodologies
1 23 (46.94%) Data Management
1 23 (46.94%) Data Modelling
2 19 (38.78%) Data Architecture
3 17 (34.69%) Business Intelligence
3 17 (34.69%) Physical Data Model
4 16 (32.65%) Master Data Management
5 15 (30.61%) Analytics
5 15 (30.61%) Data Governance
6 14 (28.57%) Continuous Improvement
7 13 (26.53%) Agile
7 13 (26.53%) Data Protection
7 13 (26.53%) Data Strategy
8 12 (24.49%) Domain Models
9 11 (22.45%) Digital Marketing
9 11 (22.45%) Programme Management
10 10 (20.41%) Microservices
11 9 (18.37%) Cybersecurity
11 9 (18.37%) Data Analysis
12 8 (16.33%) Information Security
12 8 (16.33%) Threat Modelling
Programming Languages
1 5 (10.20%) SQL
Qualifications
1 8 (16.33%) SC Cleared
1 8 (16.33%) Security Cleared
2 4 (8.16%) DV Cleared
3 3 (6.12%) Degree
4 1 (2.04%) CBAP
4 1 (2.04%) PMI Certification
4 1 (2.04%) PMP
Quality Assurance & Compliance
1 18 (36.73%) Data Quality
2 16 (32.65%) GDPR
3 6 (12.24%) ISO/IEC 27001
4 4 (8.16%) NCSC
5 2 (4.08%) NIST
5 2 (4.08%) PCI DSS
6 1 (2.04%) GxP
6 1 (2.04%) QA
Systems Management
1 1 (2.04%) Single Sign-On
Vendors
1 15 (30.61%) Sparx
2 14 (28.57%) Microsoft
3 13 (26.53%) SAP
4 8 (16.33%) Oracle
5 2 (4.08%) Databricks
6 1 (2.04%) Google
6 1 (2.04%) Sitecore