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 16 October 2026.

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

6 months to
16 Oct 2026
Same period 2025 Same period 2024
Rank 65 128 101
Rank change year-on-year +63 -27 +32
Contract jobs requiring a Data Engineer 1,653 627 763
As % of all contract jobs in England 3.53% 2.22% 2.38%
As % of the Job Titles category 3.84% 2.44% 2.56%
Number of daily rates quoted 1,078 446 528
10th Percentile £375 £363 £363
25th Percentile £425 £425 £450
Median daily rate (50th Percentile) £500 £513 £550
Median % change year-on-year -2.44% -6.82% -
75th Percentile £600 £600 £632
90th Percentile £675 £695 £700
UK median daily rate £500 £500 £530
% change year-on-year - -5.66% -3.64%
Number of hourly rates quoted 60 12 5
10th Percentile £21.25 £25.25 £53.55
25th Percentile £30.96 £32.94 £60.00
Median hourly rate £45.00 £48.00 £95.00
Median % change year-on-year -6.25% -49.47% +53.85%
75th Percentile £68.00 £66.88 £97.50
90th Percentile £70.00 £107.00 -
UK median hourly rate £45.00 £52.50 £77.50
% change year-on-year -14.29% -32.26% +25.51%

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 43,038 25,712 29,854
% of contract IT jobs with a recognized job title 91.93% 91.15% 93.11%
Number of daily rates quoted 25,329 16,534 18,240
10th Percentile £325 £278 £300
25th Percentile £425 £403 £413
Median daily rate (50th Percentile) £525 £512 £525
Median % change year-on-year +2.54% -2.48% -2.78%
75th Percentile £638 £625 £638
90th Percentile £738 £725 £750
UK median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -
Number of hourly rates quoted 3,814 1,462 1,240
10th Percentile £14.45 £13.84 £15.10
25th Percentile £20.00 £17.48 £21.25
Median hourly rate £41.71 £25.15 £43.00
Median % change year-on-year +65.84% -41.51% -6.89%
75th Percentile £67.85 £51.61 £67.50
90th Percentile £80.00 £70.00 £75.00
UK median hourly rate £41.06 £25.15 £41.08
% change year-on-year +63.24% -38.77% -8.72%

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 16 October 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 16 October 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 16 October 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 +34 826 £525 - 78
Midlands +71 323 £469 -6.20% 34
West Midlands +59 237 £469 -6.90% 26
North of England +33 203 £525 +13.51% 70
South East +24 124 £459 -3.37% 54
South West +32 122 £525 - 35
North West +20 106 £525 +22.09% 30
East Midlands +47 86 £388 -16.22% 8
Yorkshire +12 80 £519 +1.29% 24
East of England +4 36 £525 -16.00% 5
North East -29 18 £473 +14.55% 16
Data Engineer
UK

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

For the 6 months to 16 October 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.

1 840 (50.82%) SQL
2 730 (44.16%) Data Pipeline
3 727 (43.98%) Python
4 680 (41.14%) Data Engineering
5 589 (35.63%) ETL
6 588 (35.57%) Data Modelling
7 557 (33.70%) Analytics
8 528 (31.94%) AWS
9 505 (30.55%) Azure
10 454 (27.47%) Data Quality
11 433 (26.19%) Security Cleared
12 420 (25.41%) CI/CD
13 368 (22.26%) SC Cleared
14 346 (20.93%) Databricks
15 292 (17.66%) Agile
16 291 (17.60%) DevOps
17 279 (16.88%) AI
17 279 (16.88%) Migration
18 271 (16.39%) Data Warehouse
19 245 (14.82%) Data Transformation
20 242 (14.64%) Validation
21 237 (14.34%) Business Intelligence
21 237 (14.34%) Data Governance
22 231 (13.97%) PySpark
23 218 (13.19%) Data Integration
24 217 (13.13%) Microsoft
25 208 (12.58%) dbt
26 206 (12.46%) Snowflake
27 190 (11.49%) Power Platform
28 187 (11.31%) Azure Data Factory

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
1 178 (10.77%) Apache Airflow
2 154 (9.32%) Apache Spark
3 139 (8.41%) Apache
4 43 (2.60%) SAS
5 34 (2.06%) Confluence
6 16 (0.97%) Palantir Foundry
7 15 (0.91%) SharePoint
8 11 (0.67%) Jupyter
9 4 (0.24%) Microsoft Exchange
10 3 (0.18%) Apache Superset
11 2 (0.12%) CMS
12 1 (0.060%) Apache Pulsar
12 1 (0.060%) ArcGIS
12 1 (0.060%) Liferay
12 1 (0.060%) Luigi
12 1 (0.060%) nginx
12 1 (0.060%) Oracle Workflow
12 1 (0.060%) PowerExchange
Applications
1 17 (1.03%) Microsoft Excel
2 8 (0.48%) Spreadsheet
3 3 (0.18%) Chatbot
4 1 (0.060%) Microsoft Office
4 1 (0.060%) Microsoft PowerPoint
Business Applications
1 12 (0.73%) Aladdin
2 8 (0.48%) Dynamics CRM
3 6 (0.36%) NetSuite
4 5 (0.30%) Infor LN
4 5 (0.30%) Sage X3
5 4 (0.24%) SAP S/4HANA
6 3 (0.18%) Sparx Enterprise Architect
7 2 (0.12%) FIS Private Capital Suite
7 2 (0.12%) Maximo
7 2 (0.12%) Oracle EBS
7 2 (0.12%) SAP BPC
7 2 (0.12%) SAP Oil and Gas
7 2 (0.12%) SimCorp Dimension
8 1 (0.060%) Dynamics NAV
8 1 (0.060%) IBM Planning Analytics
8 1 (0.060%) Markit EDM
8 1 (0.060%) Oracle Retail
8 1 (0.060%) Raiser’s Edge
8 1 (0.060%) SAP CAR
8 1 (0.060%) SAP EWM
Cloud Services
1 528 (31.94%) AWS
2 505 (30.55%) Azure
3 208 (12.58%) dbt
4 206 (12.46%) Snowflake
5 190 (11.49%) Power Platform
6 187 (11.31%) Azure Data Factory
7 182 (11.01%) GCP
8 146 (8.83%) Amazon S3
9 111 (6.72%) Azure DevOps
10 110 (6.65%) Serverless
11 103 (6.23%) Azure Synapse Analytics
12 98 (5.93%) GitHub
13 91 (5.51%) AWS Lambda
14 62 (3.75%) Azure Databricks
15 48 (2.90%) Amazon EMR
16 43 (2.60%) GitHub Actions
17 36 (2.18%) Amazon CloudWatch
18 31 (1.88%) AWS Step Functions
19 26 (1.57%) Microsoft Purview
20 23 (1.39%) Amazon EventBridge
Communications & Networking
1 22 (1.33%) DNS
2 20 (1.21%) BGP
2 20 (1.21%) DMZ
2 20 (1.21%) Multicast
2 20 (1.21%) VPN
3 8 (0.48%) Firewall
4 4 (0.24%) Wi-Fi
4 4 (0.24%) Wireless
5 3 (0.18%) Intrusion Detection
5 3 (0.18%) Structured Cabling
6 1 (0.060%) Cisco IPT
6 1 (0.060%) HTTP
6 1 (0.060%) HTTPS
6 1 (0.060%) Network Security
6 1 (0.060%) TCP/IP
6 1 (0.060%) tcpdump
6 1 (0.060%) Wireshark
Database & Business Intelligence
1 271 (16.39%) Data Warehouse
2 185 (11.19%) Power BI
3 138 (8.35%) Data Lake
4 125 (7.56%) Metadata
5 93 (5.63%) BigQuery
6 84 (5.08%) Amazon Redshift
7 78 (4.72%) Delta Lake
8 72 (4.36%) Amazon Athena
9 66 (3.99%) Pentaho
10 61 (3.69%) SQL Server
11 55 (3.33%) Big Data
12 54 (3.27%) PostgreSQL
13 46 (2.78%) Relational Database
14 41 (2.48%) NoSQL
14 41 (2.48%) Oracle Database
15 40 (2.42%) Snowflake Schema
16 37 (2.24%) Amazon RDS
16 37 (2.24%) Tableau
17 34 (2.06%) Azure SQL Database
17 34 (2.06%) SQL Server Integration Services
Development Applications
1 158 (9.56%) Git
2 81 (4.90%) GitLab
3 44 (2.66%) JIRA
4 30 (1.81%) Jenkins
5 15 (0.91%) MLflow
6 9 (0.54%) Bitbucket
6 9 (0.54%) Postman
7 6 (0.36%) Artifactory
7 6 (0.36%) Selenium
8 5 (0.30%) SonarQube
9 4 (0.24%) Claude Code
9 4 (0.24%) SQL Server Management Studio (SSMS)
10 3 (0.18%) Atlassian Bamboo
10 3 (0.18%) ERwin
10 3 (0.18%) Newman
11 2 (0.12%) CircleCI
11 2 (0.12%) RStudio
11 2 (0.12%) Terragrunt
11 2 (0.12%) Yeoman
12 1 (0.060%) GoCD
General
1 273 (16.52%) Social Skills
2 250 (15.12%) Finance
3 185 (11.19%) Analytical Skills
4 149 (9.01%) Public Sector
5 106 (6.41%) Banking
6 26 (1.57%) Retail
7 23 (1.39%) Automotive
7 23 (1.39%) Inclusion and Diversity
8 20 (1.21%) Investment Banking
9 19 (1.15%) Front Office
10 17 (1.03%) Marketing
11 15 (0.91%) Aerospace
11 15 (0.91%) Telecoms
12 14 (0.85%) Military
13 13 (0.79%) Pharmaceutical
14 11 (0.67%) Back Office
14 11 (0.67%) Documentation Skills
14 11 (0.67%) Manufacturing
15 10 (0.60%) Financial Institution
15 10 (0.60%) Legal
Libraries, Frameworks & Software Standards
1 231 (13.97%) PySpark
2 172 (10.41%) Terraform
3 108 (6.53%) Kafka
4 33 (2.00%) REST
5 25 (1.51%) JSON
6 21 (1.27%) Pandas
7 17 (1.03%) XML
8 15 (0.91%) Spring
8 15 (0.91%) Spring Boot
9 14 (0.85%) Great Expectations
9 14 (0.85%) pytest
10 13 (0.79%) Apache Beam
10 13 (0.79%) Apache NiFi
10 13 (0.79%) PyTorch
11 11 (0.67%) LangChain
12 10 (0.60%) .NET
12 10 (0.60%) Microsoft Graph
12 10 (0.60%) React
12 10 (0.60%) RESTful
13 9 (0.54%) Streamlit
Miscellaneous
1 151 (9.13%) Cloud Native
2 56 (3.39%) Legacy Systems
3 53 (3.21%) Data Structures
4 47 (2.84%) Onboarding
5 21 (1.27%) AI Agents
5 21 (1.27%) Distributed Systems
6 20 (1.21%) Product Ownership
7 18 (1.09%) Algorithms
8 17 (1.03%) Management Information System
9 16 (0.97%) Reference Data
10 15 (0.91%) Reinsurance
11 13 (0.79%) Greenfield Project
12 12 (0.73%) NHS
12 12 (0.73%) Virtual Team
13 10 (0.60%) Distributed Computing
14 9 (0.54%) Clustering
14 9 (0.54%) Data Protection Act
15 8 (0.48%) Enterprise Software
16 7 (0.42%) Life Science
16 7 (0.42%) Replication
Operating Systems
1 32 (1.94%) Unix
2 31 (1.88%) Linux
3 2 (0.12%) Ubuntu
3 2 (0.12%) Windows
4 1 (0.060%) Robot Operating System
4 1 (0.060%) VMS
Processes & Methodologies
1 730 (44.16%) Data Pipeline
2 680 (41.14%) Data Engineering
3 589 (35.63%) ETL
4 588 (35.57%) Data Modelling
5 557 (33.70%) Analytics
6 420 (25.41%) CI/CD
7 292 (17.66%) Agile
8 291 (17.60%) DevOps
9 279 (16.88%) AI
9 279 (16.88%) Migration
10 245 (14.82%) Data Transformation
11 242 (14.64%) Validation
12 237 (14.34%) Business Intelligence
12 237 (14.34%) Data Governance
13 218 (13.19%) Data Integration
14 177 (10.71%) Problem-Solving
15 160 (9.68%) Machine Learning
16 154 (9.32%) Lakehouse
17 152 (9.20%) Infrastructure as Code
18 146 (8.83%) Decision-Making
Programming Languages
1 840 (50.82%) SQL
2 727 (43.98%) Python
3 80 (4.84%) Java
4 59 (3.57%) Scala
5 39 (2.36%) PL/SQL
6 30 (1.81%) PowerShell
7 29 (1.75%) Data Analysis Expressions
8 23 (1.39%) T-SQL
9 21 (1.27%) Shell Script
10 20 (1.21%) Bash
11 13 (0.79%) JavaScript
12 12 (0.73%) Bicep
13 11 (0.67%) R
14 10 (0.60%) Go
15 8 (0.48%) TypeScript
16 5 (0.30%) C#
16 5 (0.30%) Korn
17 4 (0.24%) Kusto Query Language
18 2 (0.12%) COBOL
18 2 (0.12%) Groovy
Qualifications
1 433 (26.19%) Security Cleared
2 368 (22.26%) SC Cleared
3 42 (2.54%) DV Cleared
4 41 (2.48%) BPSS Clearance
4 41 (2.48%) Degree
5 23 (1.39%) AWS Certification
5 23 (1.39%) Azure Certification
6 18 (1.09%) Computer Science Degree
7 9 (0.54%) Master's Degree
8 7 (0.42%) AWS Certified Cloud Practitioner
8 7 (0.42%) DBS Check
8 7 (0.42%) SnowPro
9 5 (0.30%) CISM
9 5 (0.30%) CISSP
10 4 (0.24%) City & Guilds
11 3 (0.18%) CEH
11 3 (0.18%) Microsoft Certification
12 1 (0.060%) CISA
12 1 (0.060%) PhD
12 1 (0.060%) Postgraduate
Quality Assurance & Compliance
1 454 (27.47%) Data Quality
2 68 (4.11%) QA
3 38 (2.30%) GDPR
4 13 (0.79%) Accessibility
5 6 (0.36%) ISO/IEC 27001
5 6 (0.36%) SLA
6 5 (0.30%) Disclosure Scotland
6 5 (0.30%) FATCA
6 5 (0.30%) Sarbanes-Oxley
7 3 (0.18%) HIPAA
7 3 (0.18%) MiFID
8 2 (0.12%) California Consumer Privacy Act
8 2 (0.12%) EMIR
8 2 (0.12%) SNOMED CT
9 1 (0.060%) GRC
9 1 (0.060%) IFRS
9 1 (0.060%) IFRS 17
9 1 (0.060%) IFRS 9
9 1 (0.060%) PMO
9 1 (0.060%) SOC 2
System Software
1 96 (5.81%) Docker
2 4 (0.24%) Active Directory
3 1 (0.060%) HDFS
3 1 (0.060%) Virtual Machines
Systems Management
1 94 (5.69%) Kubernetes
2 18 (1.09%) Ansible
3 14 (0.85%) Grafana
4 11 (0.67%) Control-M
5 5 (0.30%) Kibana
5 5 (0.30%) Prometheus
6 2 (0.12%) Puppet
7 1 (0.060%) logstash
7 1 (0.060%) Progress Chef
Vendors
1 346 (20.93%) Databricks
2 217 (13.13%) Microsoft
3 131 (7.92%) Oracle
4 87 (5.26%) Google
5 86 (5.20%) Informatica
6 79 (4.78%) Talend
7 41 (2.48%) Denodo
8 31 (1.88%) Salesforce
9 28 (1.69%) Palantir
10 25 (1.51%) SAP
11 23 (1.39%) Foundry
12 20 (1.21%) Cisco
12 20 (1.21%) F5
13 9 (0.54%) Bloomberg
14 8 (0.48%) Dynatrace
14 8 (0.48%) OpenAI
14 8 (0.48%) Sage
14 8 (0.48%) Splunk
15 7 (0.42%) Cloudera
15 7 (0.42%) InterSystems