Data Transformation Contracts in England

Data Transformation
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Data Transformation skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Transformation over the 6 months leading up to 21 June 2024, comparing them to the same period in the previous two years.

6 months to
21 Jun 2024
Same period 2023 Same period 2022
Rank 347 408 482
Rank change year-on-year +61 +74 -114
Contract jobs citing Data Transformation 206 239 330
As % of all contract jobs advertised in England 0.55% 0.51% 0.47%
As % of the Processes & Methodologies category 0.64% 0.57% 0.52%
Number of daily rates quoted 138 172 242
10th Percentile £411 £401 £407
25th Percentile £450 £488 £475
Median daily rate (50th Percentile) £550 £600 £550
Median % change year-on-year -8.33% +9.09% +4.76%
75th Percentile £638 £700 £625
90th Percentile £758 £775 £750
UK median daily rate £530 £600 £550
% change year-on-year -11.67% +9.09% +6.85%
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% -18.95%

All Process and Methodology Skills
England

Data Transformation 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 in England.

Contract vacancies with a requirement for process or methodology skills 32,030 42,283 63,775
As % of all contract IT jobs advertised in England 85.40% 89.90% 90.87%
Number of daily rates quoted 20,779 29,697 45,496
10th Percentile £300 £325 £338
25th Percentile £413 £440 £435
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £650 £675 £650
90th Percentile £750 £775 £750
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,363 1,526 1,693
10th Percentile £12.79 £10.69 £12.50
25th Percentile £16.01 £15.75 £15.63
Median hourly rate £37.50 £36.00 £25.68
Median % change year-on-year +4.17% +40.19% +14.13%
75th Percentile £61.30 £64.59 £50.00
90th Percentile £72.50 £75.71 £65.00
UK median hourly rate £37.00 £35.65 £26.00
% change year-on-year +3.79% +37.12% +13.04%

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 21 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 21 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 21 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 +58 129 £538 -11.16% 35
Midlands +25 20 £575 -4.17% 6
North of England +16 16 £500 -9.09% 11
South East +12 16 £453 -11.71% 6
North West +23 11 £463 -3.90% 3
West Midlands +21 11 £600 +6.67% 5
East Midlands +12 9 £455 -24.17% 1
South West -2 8 £575 -2.54% 5
East of England +4 7 £675 +27.36% 2
Yorkshire +6 5 £550 -11.29% 6
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 (7.28%) Apache
2 6 (2.91%) Apache Airflow
2 6 (2.91%) Apache Spark
3 2 (0.97%) Confluence
3 2 (0.97%) SharePoint
Applications
1 9 (4.37%) Microsoft Excel
2 3 (1.46%) Microsoft PowerPoint
3 1 (0.49%) Microsoft Office
3 1 (0.49%) Microsoft Project
3 1 (0.49%) MS Visio
3 1 (0.49%) Spreadsheet
Business Applications
1 10 (4.85%) SAP S/4HANA
2 6 (2.91%) Payment Gateway
3 4 (1.94%) SAP MDG
3 4 (1.94%) SAP MDM
4 3 (1.46%) Workday HCM
5 2 (0.97%) Dynamics CRM
5 2 (0.97%) SAP Payroll
6 1 (0.49%) Endur
6 1 (0.49%) NetSuite
6 1 (0.49%) Oracle EBS
6 1 (0.49%) Shopify
6 1 (0.49%) Sparx Enterprise Architect
Cloud Services
1 87 (42.23%) Azure
2 39 (18.93%) AWS
2 39 (18.93%) Power Platform
3 27 (13.11%) Azure Logic Apps
4 26 (12.62%) Azure DevOps
5 24 (11.65%) Dynamics 365
6 21 (10.19%) Azure Data Factory
7 16 (7.77%) Azure API Management
7 16 (7.77%) Azure Synapse Analytics
8 15 (7.28%) Snowflake
9 12 (5.83%) Amazon S3
10 11 (5.34%) Serverless
11 10 (4.85%) Amazon Kinesis
11 10 (4.85%) dbt
12 7 (3.40%) AWS Lambda
12 7 (3.40%) GCP
13 6 (2.91%) AWS Step Functions
14 5 (2.43%) Amazon EMR
14 5 (2.43%) Power Automate
14 5 (2.43%) PowerApps
Communications & Networking
1 1 (0.49%) NAS
1 1 (0.49%) Network Security
1 1 (0.49%) Unified Communications
Database & Business Intelligence
1 53 (25.73%) Data Warehouse
2 39 (18.93%) Data Lake
3 34 (16.50%) Power BI
4 12 (5.83%) Big Data
5 11 (5.34%) Tableau
6 10 (4.85%) SQL Server
7 9 (4.37%) Flink
8 8 (3.88%) Enterprise Data Warehouse
8 8 (3.88%) Relational Database
9 7 (3.40%) Amazon Athena
9 7 (3.40%) Azure SQL Database
9 7 (3.40%) Metadata
10 4 (1.94%) Amazon Redshift
10 4 (1.94%) Delta Lake
10 4 (1.94%) Looker
10 4 (1.94%) Microsoft Analysis Services
10 4 (1.94%) Parquet
10 4 (1.94%) Power Query
10 4 (1.94%) SAP HANA
10 4 (1.94%) SQL Server Analysis Services
Development Applications
1 7 (3.40%) Git
2 5 (2.43%) JIRA
3 4 (1.94%) ERwin
4 2 (0.97%) Jenkins
General
1 78 (37.86%) Finance
2 41 (19.90%) Social Skills
3 17 (8.25%) Analytical Skills
4 12 (5.83%) Public Sector
5 10 (4.85%) Banking
6 9 (4.37%) Retail
7 8 (3.88%) Presentation Skills
7 8 (3.88%) Telecoms
8 7 (3.40%) Pharmaceutical
9 6 (2.91%) Inclusion and Diversity
9 6 (2.91%) Manufacturing
10 3 (1.46%) Local Government
10 3 (1.46%) Organisational Skills
11 1 (0.49%) General Ledger
11 1 (0.49%) Law
11 1 (0.49%) Legal
11 1 (0.49%) Marketing
11 1 (0.49%) Publishing
Job Titles
1 48 (23.30%) Data Engineer
2 33 (16.02%) Lead
3 30 (14.56%) Analyst
4 24 (11.65%) Architect
5 20 (9.71%) Developer
5 20 (9.71%) Project Manager
6 14 (6.80%) Data Analyst
6 14 (6.80%) Data Architect
7 13 (6.31%) Consultant
8 12 (5.83%) Azure Engineer
8 12 (5.83%) Business Analyst
9 11 (5.34%) Azure Data Engineer
9 11 (5.34%) Solutions Architect
10 8 (3.88%) Business Intelligence Developer
10 8 (3.88%) Power BI Developer
11 7 (3.40%) Data Manager
11 7 (3.40%) Data Migration Manager
11 7 (3.40%) Data Migration Project Manager
11 7 (3.40%) Migration Manager
11 7 (3.40%) Senior
Libraries, Frameworks & Software Standards
1 21 (10.19%) XML
2 17 (8.25%) PySpark
3 14 (6.80%) Kafka
4 12 (5.83%) JSON
5 6 (2.91%) ADO
6 5 (2.43%) RESTful
7 3 (1.46%) Flask
7 3 (1.46%) Pandas
7 3 (1.46%) REST
7 3 (1.46%) YAML
8 2 (0.97%) GraphQL
8 2 (0.97%) Node.js
8 2 (0.97%) SOAP
9 1 (0.49%) Apache Avro
9 1 (0.49%) CSS
9 1 (0.49%) Gherkin
9 1 (0.49%) HTML
9 1 (0.49%) ODBC
9 1 (0.49%) Spring
9 1 (0.49%) Web Services
Miscellaneous
1 11 (5.34%) Data Structures
2 6 (2.91%) Data Centre
3 4 (1.94%) Greenfield Project
3 4 (1.94%) Management Information System
4 3 (1.46%) Legacy Systems
4 3 (1.46%) Reference Data
4 3 (1.46%) Renewable Energy
4 3 (1.46%) Wiki
5 2 (0.97%) Data Protection Act
5 2 (0.97%) FMCG
5 2 (0.97%) Legacy Applications
5 2 (0.97%) Team-Oriented Environment
6 1 (0.49%) AS400
6 1 (0.49%) Blog
6 1 (0.49%) Credit Risk
6 1 (0.49%) Foreign Exchange (FX)
6 1 (0.49%) Freedom of Information
6 1 (0.49%) Freedom of Information Act
6 1 (0.49%) Market Risk
6 1 (0.49%) Smart Meter
Processes & Methodologies
1 59 (28.64%) ETL
2 57 (27.67%) Data Modelling
3 56 (27.18%) Analytics
4 41 (19.90%) Data Pipeline
4 41 (19.90%) DevOps
5 38 (18.45%) Business Intelligence
6 37 (17.96%) Migration
7 36 (17.48%) Agile
8 35 (16.99%) Data Governance
9 31 (15.05%) Data Engineering
9 31 (15.05%) Data Integration
10 30 (14.56%) Decision-Making
11 28 (13.59%) Problem-Solving
12 26 (12.62%) Data Migration
13 23 (11.17%) Test Strategy
14 22 (10.68%) Technical Leadership
15 21 (10.19%) Integration Patterns
15 21 (10.19%) Stakeholder Management
16 20 (9.71%) CI/CD
17 19 (9.22%) Project Management
Programming Languages
1 67 (32.52%) SQL
2 43 (20.87%) Python
3 21 (10.19%) C#
4 6 (2.91%) Data Analysis Expressions
5 5 (2.43%) Java
5 5 (2.43%) R
5 5 (2.43%) X++
6 4 (1.94%) JavaScript
6 4 (1.94%) T-SQL
7 3 (1.46%) Scala
8 2 (0.97%) Bash
8 2 (0.97%) PowerShell
8 2 (0.97%) VBA
Qualifications
1 18 (8.74%) SC Cleared
1 18 (8.74%) Security Cleared
2 16 (7.77%) Degree
3 4 (1.94%) Computer Science Degree
4 1 (0.49%) AWS Certification
4 1 (0.49%) Azure Certification
4 1 (0.49%) Microsoft Certification
Quality Assurance & Compliance
1 26 (12.62%) Data Quality
2 20 (9.71%) QA
3 4 (1.94%) GDPR
3 4 (1.94%) PMO
4 2 (0.97%) Accessibility
4 2 (0.97%) Actionable Recommendations
4 2 (0.97%) ISO/IEC 27001
4 2 (0.97%) Sarbanes-Oxley
5 1 (0.49%) Cyber Essentials
5 1 (0.49%) NIST
5 1 (0.49%) WCAG
System Software
1 7 (3.40%) Docker
2 1 (0.49%) Virtual Machines
Systems Management
1 9 (4.37%) Terraform
2 6 (2.91%) Kubernetes
Vendors
1 26 (12.62%) Databricks
1 26 (12.62%) Microsoft
2 16 (7.77%) SAP
3 9 (4.37%) Google
4 6 (2.91%) Alteryx
5 4 (1.94%) Informatica
5 4 (1.94%) Workday
6 3 (1.46%) Ab Initio
6 3 (1.46%) Embarcadero
6 3 (1.46%) Oracle
7 2 (0.97%) Sparx
8 1 (0.49%) Adobe
8 1 (0.49%) Anaplan
8 1 (0.49%) Ceridian
8 1 (0.49%) Cognizant
8 1 (0.49%) Concur
8 1 (0.49%) Guidewire
8 1 (0.49%) OpenLink
8 1 (0.49%) Progress