Data Flow Diagram Contracts with Work from Home Options

Data Flow Diagrams
UK > Work from Home

The table below provides summary statistics for contract job vacancies with an option to work from home (WFH) and 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 17 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
17 May 2024
Same period 2023 Same period 2022
Rank 313 455 586
Rank change year-on-year +142 +131 -108
Contract jobs citing Data Flow Diagram 30 11 43
As % of all contract jobs with a WFH option 0.20% 0.045% 0.098%
As % of the Processes & Methodologies category 0.23% 0.050% 0.11%
Number of daily rates quoted 20 6 34
10th Percentile £518 £349 £408
25th Percentile £550 £522 £425
Median daily rate (50th Percentile) £625 £563 £550
Median % change year-on-year +11.11% +2.27% +11.11%
75th Percentile £728 £634 £625
90th Percentile £738 £675 £711
UK median daily rate £625 £650 £550
% change year-on-year -3.85% +18.18% +9.78%

All Process and Methodology Skills
Work from Home

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 WFH option and a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 13,003 22,075 40,116
As % of all contract jobs with a WFH option 87.92% 89.68% 91.10%
Number of daily rates quoted 8,720 15,632 29,130
10th Percentile £325 £363 £361
25th Percentile £425 £450 £432
Median daily rate (50th Percentile) £525 £543 £525
Median % change year-on-year -3.31% +3.43% +7.69%
75th Percentile £638 £650 £631
90th Percentile £750 £750 £725
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.16%
Number of hourly rates quoted 566 503 534
10th Percentile £14.94 £18.63 £14.08
25th Percentile £24.44 £26.68 £20.43
Median hourly rate £43.00 £52.50 £38.83
Median % change year-on-year -18.10% +35.21% +61.78%
75th Percentile £60.00 £68.75 £57.50
90th Percentile £75.00 £80.00 £71.75
UK median hourly rate £36.05 £35.65 £25.68
% change year-on-year +1.11% +38.82% +5.90%

Data Flow Diagram
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Data Flow Diagram as a proportion of all IT jobs advertised.

Data Flow Diagram trend for jobs with a WFH option

Data Flow Diagram
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with a work from home option citing Data Flow Diagram.

Data Flow Diagram daily rate for jobs with a WFH option

Data Flow Diagram
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing Data Flow Diagram over the 6 months to 17 May 2024.

Data Flow Diagram daily rate histogram for jobs with a WFH option

Data Flow Diagram
Co-occurring Skills and Capabilities with WFH Options 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 (3.33%) CMS
1 1 (3.33%) Drupal
1 1 (3.33%) Sitecore CMS
1 1 (3.33%) WordPress
Applications
1 9 (30.00%) MS Visio
Business Applications
1 3 (10.00%) Endur
1 3 (10.00%) Sparx Enterprise Architect
Cloud Services
1 15 (50.00%) Azure
2 9 (30.00%) AWS
3 6 (20.00%) Serverless
4 5 (16.67%) Cloud Computing
5 3 (10.00%) Power Platform
6 2 (6.67%) Azure Sentinel
6 2 (6.67%) Microsoft 365
6 2 (6.67%) Microsoft Purview
7 1 (3.33%) Azure App Service
7 1 (3.33%) Azure Functions
7 1 (3.33%) Azure Storage
7 1 (3.33%) Entra ID
7 1 (3.33%) GCP
7 1 (3.33%) Google Analytics
7 1 (3.33%) PaaS
7 1 (3.33%) Snowflake
Communications & Networking
1 3 (10.00%) Network Security
Database & Business Intelligence
1 10 (33.33%) Metadata
2 5 (16.67%) PostgreSQL
3 1 (3.33%) Azure SQL Database
3 1 (3.33%) Big Data
3 1 (3.33%) Data Warehouse
3 1 (3.33%) NoSQL
3 1 (3.33%) Parquet
3 1 (3.33%) Star Schema
Development Applications
1 10 (33.33%) ERwin
2 1 (3.33%) JIRA
General
1 12 (40.00%) Public Sector
2 11 (36.67%) Finance
3 10 (33.33%) Retail
4 9 (30.00%) Electronics
4 9 (30.00%) Manufacturing
4 9 (30.00%) Marketing
4 9 (30.00%) Telecoms
5 7 (23.33%) Analytical Skills
6 5 (16.67%) Social Skills
7 1 (3.33%) Automotive
7 1 (3.33%) Banking
Job Titles
1 20 (66.67%) Architect
2 12 (40.00%) Data Architect
3 9 (30.00%) Enterprise Architect
3 9 (30.00%) Enterprise Data Architect
4 7 (23.33%) Analyst
5 6 (20.00%) Security Architect
6 5 (16.67%) Business Analyst
7 4 (13.33%) Lead
7 4 (13.33%) Lead Architect
7 4 (13.33%) Lead Security Architect
8 3 (10.00%) Data Analytics Analyst
8 3 (10.00%) Data Business Analyst
8 3 (10.00%) Solutions Architect
9 2 (6.67%) Consultant
9 2 (6.67%) Security Solutions Architect
9 2 (6.67%) Senior
9 2 (6.67%) Senior Architect
9 2 (6.67%) Senior Data Architect
10 1 (3.33%) GCP Architect
10 1 (3.33%) IAM Specialist
Libraries, Frameworks & Software Standards
1 3 (10.00%) PyTorch
1 3 (10.00%) scikit-learn
1 3 (10.00%) TensorFlow
2 2 (6.67%) JSON
2 2 (6.67%) JSON Schema
3 1 (3.33%) Apache Avro
3 1 (3.33%) Oracle Fusion
3 1 (3.33%) RESTful
3 1 (3.33%) XML
3 1 (3.33%) YAML
Miscellaneous
1 11 (36.67%) Data Protection Act
2 10 (33.33%) Wiki
3 5 (16.67%) Management Information System
3 5 (16.67%) Product Ownership
4 3 (10.00%) Algorithms
5 2 (6.67%) Cyber Threat
5 2 (6.67%) Data Structures
6 1 (3.33%) Freedom of Information
6 1 (3.33%) Freedom of Information Act
6 1 (3.33%) Onboarding
Processes & Methodologies
1 14 (46.67%) Data Modelling
2 13 (43.33%) Data Management
3 12 (40.00%) Business Intelligence
3 12 (40.00%) Data Architecture
3 12 (40.00%) Physical Data Model
4 11 (36.67%) Data Protection
4 11 (36.67%) Master Data Management
5 10 (33.33%) Analytics
5 10 (33.33%) Continuous Improvement
5 10 (33.33%) Data Governance
5 10 (33.33%) Data Strategy
5 10 (33.33%) Domain Models
6 9 (30.00%) Digital Marketing
6 9 (30.00%) Programme Management
7 7 (23.33%) Data Analysis
7 7 (23.33%) Microservices
8 6 (20.00%) Agile
8 6 (20.00%) Problem-Solving
9 5 (16.67%) Cloud Security
9 5 (16.67%) Cybersecurity
Programming Languages
1 2 (6.67%) SQL
Qualifications
1 8 (26.67%) SC Cleared
1 8 (26.67%) Security Cleared
2 4 (13.33%) DV Cleared
3 2 (6.67%) Degree
4 1 (3.33%) CBAP
4 1 (3.33%) PMI Certification
4 1 (3.33%) PMP
Quality Assurance & Compliance
1 12 (40.00%) Data Quality
1 12 (40.00%) GDPR
2 4 (13.33%) NCSC
3 2 (6.67%) ISO/IEC 27001
3 2 (6.67%) NIST
4 1 (3.33%) GxP
Systems Management
1 1 (3.33%) Single Sign-On
Vendors
1 13 (43.33%) Sparx
2 9 (30.00%) Oracle
2 9 (30.00%) SAP
3 8 (26.67%) Microsoft
4 1 (3.33%) Google
4 1 (3.33%) Sitecore