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 28 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 343 412 430
Rank change year-on-year +69 +18 -77
Contract jobs citing Data Transformation 200 254 388
As % of all contract jobs advertised in England 0.54% 0.50% 0.55%
As % of the Processes & Methodologies category 0.63% 0.56% 0.60%
Number of daily rates quoted 126 189 274
10th Percentile £413 £413 £407
25th Percentile £463 £500 £475
Median daily rate (50th Percentile) £535 £600 £550
Median % change year-on-year -10.83% +9.09% +4.76%
75th Percentile £605 £700 £650
90th Percentile £760 £778 £775
UK median daily rate £525 £600 £550
% change year-on-year -12.50% +9.09% +7.32%
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% -1.98%

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 31,992 45,544 64,506
As % of all contract IT jobs advertised in England 86.53% 90.24% 90.76%
Number of daily rates quoted 20,975 31,977 45,770
10th Percentile £300 £325 £331
25th Percentile £413 £445 £425
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +9.69%
75th Percentile £650 £675 £650
90th Percentile £750 £765 £749
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +8.25%
Number of hourly rates quoted 2,229 1,592 1,769
10th Percentile £12.86 £10.87 £12.50
25th Percentile £16.00 £16.25 £15.25
Median hourly rate £35.50 £37.50 £24.35
Median % change year-on-year -5.33% +54.00% +1.46%
75th Percentile £60.00 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.60
UK median hourly rate £35.00 £37.30 £25.00
% change year-on-year -6.17% +49.20% -

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 28 April 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 28 April 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 28 April 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 +73 130 £550 -15.38% 45
Midlands +33 17 £575 -4.17% 17
South East +14 16 £450 -14.29% 4
North of England +29 14 £500 -9.09% 10
West Midlands +37 13 £570 +14.00% 9
North West +28 9 £500 +14.29% 4
East of England +8 7 £600 +13.21% 3
Yorkshire +16 5 £550 -11.29% 3
East Midlands +19 4 £625 +4.17% 8
South West +4 4 £581 +4.26% 5
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 (7.50%) Apache
2 6 (3.00%) Apache Airflow
3 3 (1.50%) Adobe Experience Manager
3 3 (1.50%) Apache Spark
4 2 (1.00%) Confluence
4 2 (1.00%) SharePoint
5 1 (0.50%) Luigi
Applications
1 5 (2.50%) Microsoft Excel
2 1 (0.50%) Microsoft PowerPoint
2 1 (0.50%) Microsoft Project
2 1 (0.50%) MS Visio
2 1 (0.50%) Spreadsheet
Business Applications
1 5 (2.50%) SAP S/4HANA
2 3 (1.50%) Dynamics CRM
2 3 (1.50%) SAP Payroll
3 2 (1.00%) SAP MDG
3 2 (1.00%) SAP MDM
3 2 (1.00%) Shopify
3 2 (1.00%) Workday HCM
4 1 (0.50%) Endur
4 1 (0.50%) NetSuite
4 1 (0.50%) Oracle EBS
Cloud Services
1 75 (37.50%) Azure
2 43 (21.50%) Power Platform
3 35 (17.50%) AWS
4 25 (12.50%) Azure DevOps
4 25 (12.50%) Azure Logic Apps
4 25 (12.50%) Dynamics 365
5 19 (9.50%) Azure Data Factory
5 19 (9.50%) Azure Synapse Analytics
6 17 (8.50%) Serverless
7 16 (8.00%) Azure API Management
8 14 (7.00%) Amazon Kinesis
8 14 (7.00%) Snowflake
9 12 (6.00%) GCP
10 11 (5.50%) Amazon S3
11 10 (5.00%) dbt
12 9 (4.50%) AWS Lambda
13 7 (3.50%) Power Automate
13 7 (3.50%) PowerApps
14 6 (3.00%) Azure Functions
15 5 (2.50%) Google Analytics
Communications & Networking
1 1 (0.50%) NAS
1 1 (0.50%) Network Security
1 1 (0.50%) Unified Communications
Database & Business Intelligence
1 54 (27.00%) Data Warehouse
2 37 (18.50%) Power BI
3 32 (16.00%) Data Lake
4 13 (6.50%) SQL Server
5 12 (6.00%) Tableau
6 11 (5.50%) Enterprise Data Warehouse
7 10 (5.00%) Metadata
8 9 (4.50%) Azure SQL Database
8 9 (4.50%) Flink
9 8 (4.00%) Big Data
9 8 (4.00%) Relational Database
10 6 (3.00%) NoSQL
11 5 (2.50%) Looker
11 5 (2.50%) Power Query
12 4 (2.00%) Amazon Redshift
12 4 (2.00%) BusinessObjects
12 4 (2.00%) Microsoft Analysis Services
12 4 (2.00%) SAP HANA
12 4 (2.00%) SQL Server Analysis Services
13 3 (1.50%) SQL Server Integration Services
Development Applications
1 7 (3.50%) Git
2 5 (2.50%) JIRA
3 4 (2.00%) ERwin
4 2 (1.00%) kappa
General
1 55 (27.50%) Finance
2 52 (26.00%) Social Skills
3 21 (10.50%) Analytical Skills
4 11 (5.50%) Retail
5 10 (5.00%) Inclusion and Diversity
6 9 (4.50%) Public Sector
7 7 (3.50%) Presentation Skills
7 7 (3.50%) Telecoms
8 5 (2.50%) Pharmaceutical
9 4 (2.00%) Banking
9 4 (2.00%) Local Government
9 4 (2.00%) Manufacturing
10 3 (1.50%) Legal
10 3 (1.50%) Marketing
10 3 (1.50%) Organisational Skills
11 1 (0.50%) General Ledger
11 1 (0.50%) Law
11 1 (0.50%) Publishing
Job Titles
1 57 (28.50%) Data Engineer
2 31 (15.50%) Analyst
3 30 (15.00%) Lead
4 19 (9.50%) Developer
4 19 (9.50%) Project Manager
5 18 (9.00%) Architect
6 16 (8.00%) Business Analyst
7 15 (7.50%) Azure Engineer
8 14 (7.00%) Azure Data Engineer
8 14 (7.00%) Data Architect
9 11 (5.50%) Business Intelligence Analyst
9 11 (5.50%) Consultant
9 11 (5.50%) Data Analyst
10 10 (5.00%) Business Intelligence Business Analyst
10 10 (5.00%) Power BI Analyst
11 8 (4.00%) Data Manager
12 7 (3.50%) Data Consultant
12 7 (3.50%) Python Data Engineer
12 7 (3.50%) Python Engineer
13 6 (3.00%) Migration Manager
Libraries, Frameworks & Software Standards
1 23 (11.50%) XML
2 20 (10.00%) JSON
3 14 (7.00%) Kafka
4 13 (6.50%) PySpark
5 8 (4.00%) Pandas
6 7 (3.50%) ADO
7 4 (2.00%) Flask
7 4 (2.00%) NumPy
7 4 (2.00%) REST
7 4 (2.00%) RESTful
7 4 (2.00%) YAML
8 3 (1.50%) .NET
8 3 (1.50%) Lambda Expressions
9 2 (1.00%) GraphQL
9 2 (1.00%) Node.js
10 1 (0.50%) Apache Avro
10 1 (0.50%) ARM Templates
10 1 (0.50%) HTML
10 1 (0.50%) Oracle Fusion
10 1 (0.50%) Shiny
Miscellaneous
1 9 (4.50%) Data Structures
2 5 (2.50%) Product Ownership
3 4 (2.00%) Greenfield Project
3 4 (2.00%) Management Information System
3 4 (2.00%) Reference Data
4 3 (1.50%) Data Protection Act
4 3 (1.50%) FMCG
4 3 (1.50%) Renewable Energy
4 3 (1.50%) Taxonomies
4 3 (1.50%) Wiki
5 2 (1.00%) Legacy Systems
6 1 (0.50%) Blog
6 1 (0.50%) Credit Risk
6 1 (0.50%) Cyber Threat
6 1 (0.50%) Freedom of Information Act
6 1 (0.50%) Legacy Applications
6 1 (0.50%) Low-Code
6 1 (0.50%) Onboarding
6 1 (0.50%) Security Operations Centre
6 1 (0.50%) Virtual Team
Processes & Methodologies
1 70 (35.00%) Data Modelling
2 55 (27.50%) Analytics
3 54 (27.00%) ETL
4 44 (22.00%) Business Intelligence
5 39 (19.50%) Data Pipeline
6 38 (19.00%) Data Governance
6 38 (19.00%) DevOps
7 37 (18.50%) Migration
8 33 (16.50%) Data Integration
9 31 (15.50%) Problem-Solving
10 30 (15.00%) Agile
11 27 (13.50%) Data Migration
12 25 (12.50%) Data Engineering
12 25 (12.50%) Test Strategy
13 23 (11.50%) Decision-Making
13 23 (11.50%) Stakeholder Management
13 23 (11.50%) Technical Leadership
14 22 (11.00%) Continuous Improvement
14 22 (11.00%) Data Management
15 20 (10.00%) Project Management
Programming Languages
1 69 (34.50%) SQL
2 41 (20.50%) Python
3 23 (11.50%) C#
4 7 (3.50%) R
5 6 (3.00%) Data Analysis Expressions
5 6 (3.00%) JavaScript
5 6 (3.00%) T-SQL
6 5 (2.50%) Java
6 5 (2.50%) PowerShell
6 5 (2.50%) X++
7 2 (1.00%) MATLAB
7 2 (1.00%) VB.NET
8 1 (0.50%) Scala
8 1 (0.50%) VBA
Qualifications
1 18 (9.00%) Security Cleared
2 17 (8.50%) SC Cleared
3 16 (8.00%) Degree
4 4 (2.00%) Computer Science Degree
5 2 (1.00%) AWS Certification
5 2 (1.00%) Azure Certification
6 1 (0.50%) Microsoft Certification
Quality Assurance & Compliance
1 27 (13.50%) Data Quality
2 19 (9.50%) QA
3 4 (2.00%) PMO
4 2 (1.00%) Accessibility
4 2 (1.00%) GDPR
5 1 (0.50%) Cyber Essentials
5 1 (0.50%) NIST
5 1 (0.50%) WCAG
System Software
1 5 (2.50%) Docker
2 1 (0.50%) Virtual Machines
Systems Management
1 9 (4.50%) Terraform
2 5 (2.50%) Kubernetes
3 1 (0.50%) Podman
Vendors
1 35 (17.50%) Microsoft
2 25 (12.50%) Databricks
3 14 (7.00%) Google
3 14 (7.00%) SAP
4 6 (3.00%) Alteryx
5 5 (2.50%) Oracle
6 4 (2.00%) Adobe
6 4 (2.00%) Informatica
6 4 (2.00%) Salesforce
7 3 (1.50%) Embarcadero
7 3 (1.50%) Workday
8 2 (1.00%) Blue Prism
8 2 (1.00%) Cloudera
8 2 (1.00%) Talend
8 2 (1.00%) UiPath
9 1 (0.50%) Automation Anywhere
9 1 (0.50%) Ceridian
9 1 (0.50%) OpenLink
9 1 (0.50%) Progress
9 1 (0.50%) Sparx