Data Engineer Contract Job Trends in England

Data Engineer
UK > England

The median Data Engineer daily rate in England is £500, according to job vacancies posted in the 6 months leading up to 22 May 2026.

The table below compares current contractor rates and summary statistics with the previous two years.

6 months to
22 May 2026
Same period 2025 Same period 2024
Rank 58 87 101
Rank change year-on-year +29 +14 +13
Contract jobs requiring a Data Engineer 1,525 702 802
As % of all contract jobs in England 3.69% 2.93% 2.21%
As % of the Job Titles category 4.00% 3.17% 2.38%
Number of daily rates quoted 1,084 538 616
10th Percentile £375 £356 £216
25th Percentile £425 £425 £413
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -9.09%
75th Percentile £588 £600 £600
90th Percentile £662 £725 £688
UK median daily rate £500 £500 £500
% change year-on-year - - -9.09%
Number of hourly rates quoted 49 12 43
10th Percentile £18.67 £21.52 £37.50
25th Percentile £35.00 £51.25 £49.25
Median hourly rate £52.50 £65.00 £67.50
Median % change year-on-year -19.23% -3.70% -10.60%
75th Percentile £71.50 £79.03 £80.00
90th Percentile £75.80 £92.38 -
UK median hourly rate £52.50 £65.00 £65.00
% change year-on-year -19.23% - -13.91%

All Contract IT Job Roles
England

For comparison with the information above, the following table provides summary statistics for all contract IT job vacancies in England. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of contract jobs in our overall sample.

Contract vacancies in England with a recognized job title 38,122 22,159 33,732
% of contract IT jobs with a recognized job title 92.31% 92.41% 92.79%
Number of daily rates quoted 23,649 14,727 22,390
10th Percentile £320 £293 £282
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £514 £520 £525
Median % change year-on-year -1.15% -0.95% -4.55%
75th Percentile £625 £638 £642
90th Percentile £725 £750 £750
UK median daily rate £513 £510 £525
% change year-on-year +0.49% -2.86% -3.31%
Number of hourly rates quoted 2,628 898 2,440
10th Percentile £15.50 £14.00 £12.86
25th Percentile £21.00 £18.51 £16.30
Median hourly rate £45.00 £30.00 £36.65
Median % change year-on-year +50.00% -18.14% -18.13%
75th Percentile £67.50 £62.50 £61.30
90th Percentile £78.75 £75.00 £73.75
UK median hourly rate £42.69 £28.15 £36.50
% change year-on-year +51.63% -22.88% -18.89%

Data Engineer
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings featuring 'Data Engineer' in the job title relative to all contract IT jobs advertised in England.

Data Engineer job vacancy trend in England

Data Engineer
Daily Rate Trend in England

Contractor daily rate distribution trend for Data Engineer job vacancies in England.

Contractor daily rate distribution trend for Data Engineer job vacancies in England

Data Engineer
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Engineer in England over the 6 months to 22 May 2026.

Daily rate histogram for Data Engineer in England

Data Engineer
Hourly Rate Trend in England

Contractor hourly rate distribution trend for Data Engineer job vacancies in England.

Contractor hourly rate distribution trend for Data Engineer job vacancies in England

Data Engineer
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Engineer in England over the 6 months to 22 May 2026.

Hourly rate histogram for Data Engineer in England

Data Engineer
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 Engineer within the England region over the 6 months to 22 May 2026. 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 +28 842 £525 - 108
Midlands +34 290 £469 +1.96% 44
West Midlands +38 273 £468 +0.05% 30
North of England -7 194 £465 +0.54% 88
North West +8 126 £490 +3.16% 35
South East -1 95 £500 +8.11% 90
South West +5 70 £500 - 38
Yorkshire -25 52 £465 +3.33% 31
East Midlands -19 17 £500 +21.95% 14
East of England -24 17 £565 +77.67% 8
North East -26 16 £450 +2.86% 24
Data Engineer
UK

Data Engineer Skill Set
Top 30 Co-Occurring Skills & Capabilities in England

For the 6 months to 22 May 2026, Data Engineer contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all contract job ads across the England region featuring Data Engineer in the job title.

1 829 (54.36%) SQL
2 683 (44.79%) Python
3 628 (41.18%) Data Pipeline
4 595 (39.02%) ETL
5 583 (38.23%) Analytics
6 574 (37.64%) Data Engineering
7 531 (34.82%) Azure
7 531 (34.82%) Data Modelling
8 444 (29.11%) Security Cleared
9 413 (27.08%) AWS
10 401 (26.30%) SC Cleared
11 384 (25.18%) Data Quality
12 363 (23.80%) CI/CD
13 355 (23.28%) Databricks
14 328 (21.51%) Business Intelligence
15 276 (18.10%) DevOps
16 270 (17.70%) Agile
17 262 (17.18%) Power Platform
18 256 (16.79%) Data Warehouse
19 248 (16.26%) Power BI
20 232 (15.21%) Azure Data Factory
21 224 (14.69%) PySpark
22 214 (14.03%) Data Governance
23 207 (13.57%) Problem-Solving
24 202 (13.25%) Microsoft
25 193 (12.66%) Migration
26 173 (11.34%) AI
27 166 (10.89%) Data Integration
27 166 (10.89%) Data Lake
28 164 (10.75%) Terraform

Data Engineer Skill Set
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 146 (9.57%) Apache Spark
2 142 (9.31%) Apache Airflow
3 89 (5.84%) Apache
4 69 (4.52%) SAS
5 26 (1.70%) Confluence
6 7 (0.46%) Jupyter
6 7 (0.46%) Palantir Foundry
7 5 (0.33%) Microsoft Exchange
8 3 (0.20%) SharePoint
9 1 (0.066%) Apache Superset
9 1 (0.066%) Appian
9 1 (0.066%) Camunda
9 1 (0.066%) Luigi
9 1 (0.066%) R Markdown
Applications
1 17 (1.11%) Microsoft Excel
2 5 (0.33%) Notepad++
3 4 (0.26%) Spreadsheet
4 2 (0.13%) Chatbot
Business Applications
1 6 (0.39%) Aladdin
2 3 (0.20%) SimCorp Dimension
3 2 (0.13%) BambooHR
3 2 (0.13%) Dynamics CRM
3 2 (0.13%) SAP BPC
3 2 (0.13%) SAP S/4HANA
4 1 (0.066%) Actimize
4 1 (0.066%) Elite 3E
4 1 (0.066%) Infor LN
4 1 (0.066%) iTrent
4 1 (0.066%) NEC Housing
4 1 (0.066%) Oracle 11i
4 1 (0.066%) Oracle Assets
4 1 (0.066%) Oracle EBS
4 1 (0.066%) Oracle ERP
4 1 (0.066%) Raiser’s Edge
4 1 (0.066%) SAP Business ByDesign
Cloud Services
1 531 (34.82%) Azure
2 413 (27.08%) AWS
3 262 (17.18%) Power Platform
4 232 (15.21%) Azure Data Factory
5 159 (10.43%) Azure Synapse Analytics
6 147 (9.64%) Snowflake
7 139 (9.11%) GCP
8 136 (8.92%) Amazon S3
9 132 (8.66%) dbt
10 128 (8.39%) Azure DevOps
11 108 (7.08%) GitHub
12 87 (5.70%) Serverless
13 73 (4.79%) AWS Lambda
14 49 (3.21%) GitHub Actions
15 32 (2.10%) AWS CloudFormation
16 28 (1.84%) Matillion
17 26 (1.70%) Amazon Kinesis
18 24 (1.57%) OpenShift
19 21 (1.38%) Dagster
20 20 (1.31%) AWS Step Functions
Communications & Networking
1 33 (2.16%) DNS
1 33 (2.16%) VPN
2 32 (2.10%) BGP
2 32 (2.10%) DMZ
2 32 (2.10%) Multicast
3 10 (0.66%) Structured Cabling
4 5 (0.33%) PuTTY
4 5 (0.33%) WinSCP
5 4 (0.26%) Firewall
5 4 (0.26%) Wi-Fi
5 4 (0.26%) Wireless
6 1 (0.066%) 4G
6 1 (0.066%) 5G
6 1 (0.066%) Network Security
6 1 (0.066%) Software-Defined Networking
Database & Business Intelligence
1 256 (16.79%) Data Warehouse
2 248 (16.26%) Power BI
3 166 (10.89%) Data Lake
4 117 (7.67%) SQL Server
5 93 (6.10%) Delta Lake
6 84 (5.51%) BigQuery
7 83 (5.44%) Metadata
8 82 (5.38%) Amazon Redshift
9 78 (5.11%) Azure SQL Database
10 77 (5.05%) Pentaho
11 68 (4.46%) Tableau
12 61 (4.00%) Big Data
12 61 (4.00%) PostgreSQL
12 61 (4.00%) Snowflake Schema
13 57 (3.74%) NoSQL
13 57 (3.74%) SQL Server Integration Services
14 52 (3.41%) Amazon Athena
15 39 (2.56%) Relational Database
16 36 (2.36%) Hadoop
17 35 (2.30%) Data Vault
Development Applications
1 158 (10.36%) Git
2 68 (4.46%) JIRA
3 66 (4.33%) GitLab
4 49 (3.21%) Jenkins
5 12 (0.79%) MLflow
6 3 (0.20%) Artifactory
7 2 (0.13%) Bitbucket
7 2 (0.13%) Postman
7 2 (0.13%) SonarQube
7 2 (0.13%) Sonatype Nexus
7 2 (0.13%) SQL Server Management Studio (SSMS)
7 2 (0.13%) Visual Studio
8 1 (0.066%) ER Studio
8 1 (0.066%) ERwin
8 1 (0.066%) Jaeger
8 1 (0.066%) JUnit
8 1 (0.066%) Newman
8 1 (0.066%) Poetry
8 1 (0.066%) Selenium
8 1 (0.066%) Terragrunt
General
1 258 (16.92%) Finance
2 229 (15.02%) Social Skills
3 158 (10.36%) Analytical Skills
4 123 (8.07%) Public Sector
5 82 (5.38%) Banking
6 26 (1.70%) Inclusion and Diversity
7 22 (1.44%) Investment Banking
8 21 (1.38%) Retail
8 21 (1.38%) Telecoms
9 19 (1.25%) Marketing
10 17 (1.11%) Documentation Skills
11 16 (1.05%) Manufacturing
12 14 (0.92%) Aerospace
12 14 (0.92%) Pharmaceutical
13 11 (0.72%) Front Office
13 11 (0.72%) Publishing
14 7 (0.46%) Military
15 5 (0.33%) Games
15 5 (0.33%) Law
15 5 (0.33%) Local Government
Libraries, Frameworks & Software Standards
1 224 (14.69%) PySpark
2 138 (9.05%) Kafka
3 48 (3.15%) Pandas
4 28 (1.84%) JSON
5 26 (1.70%) Great Expectations
6 23 (1.51%) REST
6 23 (1.51%) YAML
7 21 (1.38%) Spring
7 21 (1.38%) Spring Boot
8 15 (0.98%) Apache Beam
9 14 (0.92%) XML
10 13 (0.85%) Apache Avro
11 12 (0.79%) PyTorch
11 12 (0.79%) React
11 12 (0.79%) scikit-learn
12 11 (0.72%) Matplotlib
13 10 (0.66%) Node.js
14 9 (0.59%) GeoJSON
14 9 (0.59%) Polars
15 8 (0.52%) Protocol Buffers
Miscellaneous
1 113 (7.41%) Cloud Native
2 44 (2.89%) Legacy Systems
3 34 (2.23%) Data Structures
4 29 (1.90%) Product Ownership
5 28 (1.84%) Greenfield Project
6 20 (1.31%) Distributed Systems
7 19 (1.25%) Clustering
7 19 (1.25%) Onboarding
8 16 (1.05%) Reinsurance
9 14 (0.92%) Data Protection Act
10 13 (0.85%) NHS
10 13 (0.85%) Replication
11 12 (0.79%) Distributed Computing
12 11 (0.72%) Self-Motivation
13 9 (0.59%) Driving Licence
13 9 (0.59%) Life Science
13 9 (0.59%) Public Cloud
13 9 (0.59%) Reference Data
14 8 (0.52%) AI Agents
14 8 (0.52%) Analytical Mindset
Operating Systems
1 51 (3.34%) Unix
2 33 (2.16%) Linux
3 3 (0.20%) Windows
4 2 (0.13%) Ubuntu
4 2 (0.13%) VMS
4 2 (0.13%) Windows Server
Processes & Methodologies
1 628 (41.18%) Data Pipeline
2 595 (39.02%) ETL
3 583 (38.23%) Analytics
4 574 (37.64%) Data Engineering
5 531 (34.82%) Data Modelling
6 363 (23.80%) CI/CD
7 328 (21.51%) Business Intelligence
8 276 (18.10%) DevOps
9 270 (17.70%) Agile
10 214 (14.03%) Data Governance
11 207 (13.57%) Problem-Solving
12 193 (12.66%) Migration
13 173 (11.34%) AI
14 166 (10.89%) Data Integration
15 158 (10.36%) Validation
16 151 (9.90%) Data Science
17 134 (8.79%) Decision-Making
18 129 (8.46%) Data Transformation
19 128 (8.39%) Data Architecture
20 122 (8.00%) Infrastructure as Code
Programming Languages
1 829 (54.36%) SQL
2 683 (44.79%) Python
3 100 (6.56%) Java
4 82 (5.38%) Scala
5 43 (2.82%) PL/SQL
6 36 (2.36%) C#
7 35 (2.30%) Data Analysis Expressions
8 34 (2.23%) T-SQL
9 27 (1.77%) Shell Script
10 26 (1.70%) Bash
11 18 (1.18%) Bicep
12 16 (1.05%) PowerShell
13 14 (0.92%) R
14 12 (0.79%) JavaScript
15 8 (0.52%) Go
16 6 (0.39%) TypeScript
17 3 (0.20%) C
18 2 (0.13%) HiveQL
18 2 (0.13%) LookML
18 2 (0.13%) VB
Qualifications
1 444 (29.11%) Security Cleared
2 401 (26.30%) SC Cleared
3 40 (2.62%) Degree
4 30 (1.97%) BPSS Clearance
5 28 (1.84%) Azure Certification
6 16 (1.05%) Computer Science Degree
7 12 (0.79%) DV Cleared
8 10 (0.66%) DBS Check
9 9 (0.59%) City & Guilds
10 6 (0.39%) AWS Certification
10 6 (0.39%) Master's Degree
10 6 (0.39%) Microsoft Certification
11 5 (0.33%) BICSI Certification
12 3 (0.20%) SnowPro
13 2 (0.13%) CISM
13 2 (0.13%) CISSP
13 2 (0.13%) CTC Cleared
14 1 (0.066%) CCIE
14 1 (0.066%) Cisco Certification
14 1 (0.066%) Postgraduate
Quality Assurance & Compliance
1 384 (25.18%) Data Quality
2 49 (3.21%) GDPR
3 48 (3.15%) QA
4 10 (0.66%) Accessibility
4 10 (0.66%) SLA
5 9 (0.59%) FATCA
6 5 (0.33%) ISO/IEC 27001
6 5 (0.33%) MiFID
7 4 (0.26%) Sarbanes-Oxley
8 3 (0.20%) GMP
8 3 (0.20%) HIPAA
9 2 (0.13%) EMIR
9 2 (0.13%) SNOMED CT
9 2 (0.13%) WCAG
10 1 (0.066%) Basel III
10 1 (0.066%) Government Security Classifications
10 1 (0.066%) GxP
10 1 (0.066%) IFRS 17
10 1 (0.066%) ISO 13485
10 1 (0.066%) PCI DSS
System Software
1 93 (6.10%) Docker
2 6 (0.39%) Virtual Machines
3 2 (0.13%) HDFS
4 1 (0.066%) Active Directory
4 1 (0.066%) RACF
Systems Management
1 164 (10.75%) Terraform
2 82 (5.38%) Kubernetes
3 37 (2.43%) Grafana
4 12 (0.79%) Ansible
5 11 (0.72%) Prometheus
6 7 (0.46%) Kibana
7 3 (0.20%) Rancher
8 2 (0.13%) Apache Ranger
8 2 (0.13%) Control-M
8 2 (0.13%) logstash
8 2 (0.13%) Thomson Reuters DACS
9 1 (0.066%) Kubeflow
9 1 (0.066%) NetBackup
9 1 (0.066%) Puppet
Vendors
1 355 (23.28%) Databricks
2 202 (13.25%) Microsoft
3 132 (8.66%) Oracle
4 107 (7.02%) Talend
5 106 (6.95%) Informatica
6 61 (4.00%) Denodo
7 56 (3.67%) Google
8 35 (2.30%) Cisco
9 34 (2.23%) F5
10 26 (1.70%) SAP
11 22 (1.44%) Splunk
12 19 (1.25%) ServiceNow
13 16 (1.05%) Cloudera
14 14 (0.92%) Alteryx
15 10 (0.66%) Foundry
15 10 (0.66%) IBM
16 8 (0.52%) Dynatrace
16 8 (0.52%) InterSystems
16 8 (0.52%) MuleSoft
16 8 (0.52%) Palantir