Data Transformation Contracts in England

Data Transformation
UK > England

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

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 341 395 477
Rank change year-on-year +54 +82 -128
Contract jobs citing Data Transformation 202 257 335
As % of all contract jobs advertised in England 0.55% 0.54% 0.47%
As % of the Processes & Methodologies category 0.64% 0.60% 0.52%
Number of daily rates quoted 134 186 244
10th Percentile £413 £406 £402
25th Percentile £451 £488 £475
Median daily rate (50th Percentile) £550 £600 £550
Median % change year-on-year -8.33% +9.09% +4.76%
75th Percentile £611 £700 £625
90th Percentile £750 £775 £759
UK median daily rate £538 £600 £550
% change year-on-year -10.42% +9.09% +5.62%
Number of hourly rates quoted 3 3 2
10th Percentile £37.80 £37.60 £35.57
25th Percentile £48.94 £49.75 £36.43
Median hourly rate £67.50 £70.00 £39.21
Median % change year-on-year -3.57% +78.54% +5.97%
75th Percentile - £75.00 £43.34
90th Percentile - £78.00 £45.01
UK median hourly rate £67.50 £70.00 £39.21
% change year-on-year -3.57% +78.54% -11.89%

All Process and Methodology Skills
England

Data Transformation 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 advertised in England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 31,636 42,957 64,216
As % of all contract IT jobs advertised in England 85.67% 89.97% 90.85%
Number of daily rates quoted 20,638 30,177 45,793
10th Percentile £300 £325 £338
25th Percentile £413 £444 £431
Median daily rate (50th Percentile) £525 £550 £545
Median % change year-on-year -4.55% +0.92% +9.00%
75th Percentile £650 £675 £650
90th Percentile £750 £769 £750
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,325 1,518 1,713
10th Percentile £12.85 £10.63 £12.50
25th Percentile £16.00 £15.66 £15.25
Median hourly rate £37.50 £37.15 £25.00
Median % change year-on-year +0.94% +48.60% +11.11%
75th Percentile £61.30 £65.00 £49.41
90th Percentile £72.50 £75.50 £65.00
UK median hourly rate £36.50 £36.00 £25.68
% change year-on-year +1.39% +40.19% +9.70%

Data Transformation
Job Vacancy Trend in England

Job postings citing Data Transformation as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Transformation in England

Data Transformation
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Data Transformation in England.

Daily rate trend for Data Transformation in England

Data Transformation
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Transformation in England over the 6 months to 2 June 2024.

Daily rate histogram for Data Transformation in England

Data Transformation
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Data Transformation in England.

Hourly rate trend for Data Transformation in England

Data Transformation
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Transformation in England over the 6 months to 2 June 2024.

Hourly rate histogram for Data Transformation in England

Data Transformation
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Transformation within the England region over the 6 months to 2 June 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
London +62 128 £550 -15.38% 55
Midlands +33 20 £570 -5.00% 10
North of England +27 16 £500 -9.09% 9
South East +4 15 £450 -14.29% 6
West Midlands +20 13 £573 +1.78% 7
North West +24 11 £463 -3.90% 6
East Midlands +13 7 £455 -24.17% 3
South West +4 7 £575 +3.14% 13
East of England +6 6 £650 +22.64% 2
Yorkshire +12 5 £550 -11.29% 1
Data Transformation
UK

Data Transformation
Co-occurring Skills and Capabilities in England 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 15 (7.43%) Apache
2 6 (2.97%) Apache Airflow
2 6 (2.97%) Apache Spark
3 2 (0.99%) Confluence
3 2 (0.99%) SharePoint
Applications
1 9 (4.46%) Microsoft Excel
2 3 (1.49%) Microsoft PowerPoint
3 1 (0.50%) Microsoft Office
3 1 (0.50%) Microsoft Project
3 1 (0.50%) MS Visio
3 1 (0.50%) Spreadsheet
Business Applications
1 10 (4.95%) SAP S/4HANA
2 4 (1.98%) Payment Gateway
2 4 (1.98%) SAP MDG
2 4 (1.98%) SAP MDM
3 3 (1.49%) Workday HCM
4 2 (0.99%) Dynamics CRM
4 2 (0.99%) SAP Payroll
5 1 (0.50%) Endur
5 1 (0.50%) NetSuite
5 1 (0.50%) Oracle EBS
5 1 (0.50%) Shopify
Cloud Services
1 87 (43.07%) Azure
2 39 (19.31%) Power Platform
3 35 (17.33%) AWS
4 27 (13.37%) Azure Logic Apps
5 26 (12.87%) Azure DevOps
6 24 (11.88%) Dynamics 365
7 20 (9.90%) Azure Data Factory
8 17 (8.42%) Azure Synapse Analytics
9 16 (7.92%) Azure API Management
10 14 (6.93%) Serverless
10 14 (6.93%) Snowflake
11 12 (5.94%) Amazon S3
12 10 (4.95%) Amazon Kinesis
12 10 (4.95%) dbt
13 7 (3.47%) AWS Lambda
14 6 (2.97%) AWS Step Functions
14 6 (2.97%) GCP
15 5 (2.48%) Azure Functions
15 5 (2.48%) Power Automate
15 5 (2.48%) PowerApps
Communications & Networking
1 1 (0.50%) NAS
1 1 (0.50%) Network Security
1 1 (0.50%) Unified Communications
Database & Business Intelligence
1 53 (26.24%) Data Warehouse
2 39 (19.31%) Data Lake
3 34 (16.83%) Power BI
4 12 (5.94%) Big Data
5 11 (5.45%) Tableau
6 10 (4.95%) Enterprise Data Warehouse
6 10 (4.95%) Metadata
6 10 (4.95%) SQL Server
7 9 (4.46%) Flink
8 7 (3.47%) Amazon Athena
8 7 (3.47%) Azure SQL Database
8 7 (3.47%) Relational Database
9 5 (2.48%) OLAP
10 4 (1.98%) BusinessObjects
10 4 (1.98%) Delta Lake
10 4 (1.98%) Microsoft Analysis Services
10 4 (1.98%) OLTP
10 4 (1.98%) Power Query
10 4 (1.98%) SAP HANA
10 4 (1.98%) SQL Server Analysis Services
Development Applications
1 8 (3.96%) Git
2 5 (2.48%) JIRA
3 4 (1.98%) ERwin
4 2 (0.99%) Jenkins
4 2 (0.99%) kappa
General
1 74 (36.63%) Finance
2 43 (21.29%) Social Skills
3 17 (8.42%) Analytical Skills
4 12 (5.94%) Public Sector
5 9 (4.46%) Banking
5 9 (4.46%) Retail
6 8 (3.96%) Presentation Skills
7 7 (3.47%) Inclusion and Diversity
7 7 (3.47%) Pharmaceutical
7 7 (3.47%) Telecoms
8 6 (2.97%) Manufacturing
9 3 (1.49%) Local Government
9 3 (1.49%) Organisational Skills
10 1 (0.50%) General Ledger
10 1 (0.50%) Law
10 1 (0.50%) Legal
10 1 (0.50%) Marketing
10 1 (0.50%) Publishing
Job Titles
1 49 (24.26%) Data Engineer
2 33 (16.34%) Lead
3 29 (14.36%) Analyst
4 22 (10.89%) Architect
5 20 (9.90%) Project Manager
6 19 (9.41%) Developer
7 15 (7.43%) Data Architect
8 13 (6.44%) Azure Engineer
8 13 (6.44%) Consultant
8 13 (6.44%) Data Analyst
9 12 (5.94%) Azure Data Engineer
9 12 (5.94%) Business Analyst
10 8 (3.96%) Solutions Architect
11 7 (3.47%) Business Intelligence Analyst
11 7 (3.47%) Business Intelligence Developer
11 7 (3.47%) Data Consultant
11 7 (3.47%) Data Manager
11 7 (3.47%) Data Migration Manager
11 7 (3.47%) Migration Project Manager
11 7 (3.47%) Senior
Libraries, Frameworks & Software Standards
1 21 (10.40%) XML
2 18 (8.91%) PySpark
3 13 (6.44%) JSON
4 12 (5.94%) Kafka
5 7 (3.47%) ADO
6 5 (2.48%) RESTful
7 4 (1.98%) Flask
7 4 (1.98%) Pandas
8 3 (1.49%) REST
8 3 (1.49%) YAML
9 2 (0.99%) GraphQL
9 2 (0.99%) Node.js
9 2 (0.99%) SOAP
10 1 (0.50%) ARM Templates
10 1 (0.50%) CSS
10 1 (0.50%) HTML
10 1 (0.50%) ODBC
10 1 (0.50%) pytest
10 1 (0.50%) Shiny
10 1 (0.50%) Web Services
Miscellaneous
1 11 (5.45%) Data Structures
2 4 (1.98%) Data Centre
2 4 (1.98%) Greenfield Project
2 4 (1.98%) Management Information System
2 4 (1.98%) Product Ownership
3 3 (1.49%) Legacy Systems
3 3 (1.49%) Reference Data
3 3 (1.49%) Renewable Energy
3 3 (1.49%) Taxonomies
3 3 (1.49%) Wiki
4 2 (0.99%) Data Protection Act
4 2 (0.99%) FMCG
4 2 (0.99%) Legacy Applications
5 1 (0.50%) AS400
5 1 (0.50%) Blog
5 1 (0.50%) Credit Risk
5 1 (0.50%) Freedom of Information
5 1 (0.50%) Freedom of Information Act
5 1 (0.50%) Market Risk
5 1 (0.50%) Smart Meter
Processes & Methodologies
1 59 (29.21%) Data Modelling
2 57 (28.22%) Analytics
3 55 (27.23%) ETL
4 42 (20.79%) Business Intelligence
5 41 (20.30%) Data Pipeline
5 41 (20.30%) DevOps
6 38 (18.81%) Data Governance
6 38 (18.81%) Migration
7 35 (17.33%) Agile
8 33 (16.34%) Data Integration
9 31 (15.35%) Data Engineering
10 30 (14.85%) Problem-Solving
11 27 (13.37%) Data Migration
12 25 (12.38%) Decision-Making
13 23 (11.39%) Test Strategy
14 22 (10.89%) Technical Leadership
15 20 (9.90%) CI/CD
15 20 (9.90%) Integration Patterns
15 20 (9.90%) Stakeholder Management
16 19 (9.41%) Data Management
Programming Languages
1 66 (32.67%) SQL
2 43 (21.29%) Python
3 21 (10.40%) C#
4 6 (2.97%) Data Analysis Expressions
5 5 (2.48%) Java
5 5 (2.48%) R
5 5 (2.48%) X++
6 4 (1.98%) JavaScript
6 4 (1.98%) Scala
6 4 (1.98%) T-SQL
7 2 (0.99%) Bash
7 2 (0.99%) PowerShell
7 2 (0.99%) VBA
Qualifications
1 17 (8.42%) SC Cleared
1 17 (8.42%) Security Cleared
2 15 (7.43%) Degree
3 3 (1.49%) Computer Science Degree
4 1 (0.50%) AWS Certification
4 1 (0.50%) Azure Certification
4 1 (0.50%) Microsoft Certification
Quality Assurance & Compliance
1 25 (12.38%) Data Quality
2 20 (9.90%) QA
3 4 (1.98%) PMO
4 3 (1.49%) GDPR
5 2 (0.99%) Accessibility
5 2 (0.99%) Actionable Recommendations
6 1 (0.50%) Cyber Essentials
6 1 (0.50%) ISO/IEC 27001
6 1 (0.50%) NIST
6 1 (0.50%) Sarbanes-Oxley
6 1 (0.50%) WCAG
System Software
1 7 (3.47%) Docker
2 1 (0.50%) Virtual Machines
Systems Management
1 9 (4.46%) Terraform
2 6 (2.97%) Kubernetes
Vendors
1 29 (14.36%) Microsoft
2 28 (13.86%) Databricks
3 16 (7.92%) SAP
4 9 (4.46%) Google
5 6 (2.97%) Alteryx
6 4 (1.98%) Informatica
7 3 (1.49%) Ab Initio
7 3 (1.49%) Embarcadero
7 3 (1.49%) Oracle
7 3 (1.49%) Workday
8 1 (0.50%) Adobe
8 1 (0.50%) Anaplan
8 1 (0.50%) Ceridian
8 1 (0.50%) Cognizant
8 1 (0.50%) Concur
8 1 (0.50%) Guidewire
8 1 (0.50%) OpenLink
8 1 (0.50%) Progress
8 1 (0.50%) Sparx