Data Engineer Contract Job Trends

Data Engineer
UK

The median Data Engineer daily rate in the UK is £500, according to job vacancies posted in the 6 months leading up to 7 July 2026.

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

6 months to
7 Jul 2026
Same period 2025 Same period 2024
Rank 60 112 98
Rank change year-on-year +52 -14 +26
Contract jobs requiring a Data Engineer 1,938 770 989
As % of all contract jobs in the UK 3.72% 2.42% 2.29%
As % of the Job Titles category 4.03% 2.63% 2.46%
Number of daily rates quoted 1,321 559 747
10th Percentile £375 £363 £233
25th Percentile £425 £425 £413
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -9.09%
75th Percentile £588 £578 £600
90th Percentile £650 £700 £688
UK excluding London median daily rate £469 £463 £450
% change year-on-year +1.50% +2.78% -14.29%
Number of hourly rates quoted 76 11 40
10th Percentile £19.34 £18.22 £31.25
25th Percentile £36.25 £46.75 £48.63
Median hourly rate £50.00 £52.50 £66.25
Median % change year-on-year -4.76% -20.75% -7.02%
75th Percentile £68.88 £78.10 £80.00
90th Percentile £75.00 £80.00 -
UK excluding London median hourly rate £50.00 £48.46 £75.00
% change year-on-year +3.18% -35.39% +53.06%

All Contract IT Job Roles
UK

For comparison with the information above, the following table provides summary statistics for all contract IT job vacancies. 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 the UK with a recognized job title 48,135 29,273 40,238
% of contract IT jobs with a recognized job title 92.45% 91.98% 93.02%
Number of daily rates quoted 29,133 18,680 25,890
10th Percentile £325 £287 £285
25th Percentile £417 £400 £409
Median daily rate (50th Percentile) £520 £500 £525
Median % change year-on-year +4.00% -4.76% -2.33%
75th Percentile £625 £625 £638
90th Percentile £725 £738 £750
UK excluding London median daily rate £500 £475 £493
% change year-on-year +5.26% -3.65% -1.40%
Number of hourly rates quoted 3,254 1,329 2,797
10th Percentile £15.75 £13.75 £12.86
25th Percentile £21.14 £17.44 £16.65
Median hourly rate £42.59 £26.45 £37.50
Median % change year-on-year +61.03% -29.47% -12.79%
75th Percentile £67.50 £55.25 £62.50
90th Percentile £80.00 £73.25 £74.00
UK excluding London median hourly rate £44.50 £25.15 £40.00
% change year-on-year +76.94% -37.13% +1.14%

Data Engineer
Job Vacancy Trend

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

Data Engineer job vacancy trend in the UK

Data Engineer
Daily Rate Trend

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

Contractor daily rate distribution trend for Data Engineer job vacancies in the UK

Data Engineer
Daily Rate Histogram

Daily rate distribution for jobs citing Data Engineer over the 6 months to 7 July 2026.

Daily rate histogram for Data Engineer in the UK

Data Engineer
Hourly Rate Trend

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

Contractor hourly rate distribution trend for Data Engineer job vacancies in the UK

Data Engineer
Hourly Rate Histogram

Hourly rate distribution of jobs citing Data Engineer over the 6 months to 7 July 2026.

Hourly rate histogram for Data Engineer in the UK

Data Engineer
Top 17 Contract Job Locations

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 UK over the 6 months to 7 July 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
England +52 1,703 £500 - 433
UK excluding London +78 881 £469 +1.50% 338
London +36 854 £525 - 172
Work from Home +35 574 £500 +2.56% 405
Midlands +53 365 £463 +2.78% 64
West Midlands +48 324 £459 -0.22% 37
North of England +26 223 £475 - 101
North West +22 134 £513 +7.89% 60
South East +17 127 £475 +11.76% 93
South West +15 89 £525 +5.00% 41
Scotland +21 69 £425 -9.33% 10
Yorkshire -8 68 £475 - 24
East Midlands +12 41 £525 +28.05% 28
East of England -15 26 £543 +70.60% 17
Wales +3 23 £438 +0.57% 10
North East -23 21 £510 +16.57% 20
Northern Ireland +6 3 £410 -18.00% 10

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

For the 6 months to 7 July 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 featuring Data Engineer in the job title.

1 1,009 (52.06%) SQL
2 874 (45.10%) Python
3 814 (42.00%) Data Pipeline
4 718 (37.05%) Analytics
5 706 (36.43%) Data Engineering
6 695 (35.86%) ETL
7 645 (33.28%) Data Modelling
8 616 (31.79%) Azure
9 563 (29.05%) AWS
10 528 (27.24%) Security Cleared
11 475 (24.51%) Data Quality
12 466 (24.05%) CI/CD
13 459 (23.68%) SC Cleared
14 409 (21.10%) Databricks
15 373 (19.25%) Business Intelligence
16 348 (17.96%) Agile
17 324 (16.72%) DevOps
18 313 (16.15%) Data Warehouse
19 298 (15.38%) Power Platform
20 283 (14.60%) Power BI
21 281 (14.50%) Migration
21 281 (14.50%) PySpark
22 265 (13.67%) Data Governance
23 240 (12.38%) Problem-Solving
24 237 (12.23%) AI
25 231 (11.92%) Microsoft
26 225 (11.61%) Azure Data Factory
27 216 (11.15%) Validation
28 211 (10.89%) Data Integration
29 204 (10.53%) Snowflake

Data Engineer Skill Set
Co-Occurring Skills & Capabilities 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
1 174 (8.98%) Apache Airflow
2 154 (7.95%) Apache Spark
3 110 (5.68%) Apache
4 86 (4.44%) SAS
5 54 (2.79%) Confluence
6 13 (0.67%) Palantir Foundry
6 13 (0.67%) SharePoint
7 9 (0.46%) Jupyter
8 5 (0.26%) Microsoft Exchange
9 2 (0.10%) Apache Superset
9 2 (0.10%) Luigi
10 1 (0.052%) Appian
10 1 (0.052%) ArcGIS
10 1 (0.052%) Camunda
10 1 (0.052%) Liferay
10 1 (0.052%) R Markdown
Applications
1 19 (0.98%) Microsoft Excel
2 7 (0.36%) Notepad++
3 4 (0.21%) Spreadsheet
4 2 (0.10%) Chatbot
5 1 (0.052%) Microsoft Office
5 1 (0.052%) Microsoft PowerPoint
Business Applications
1 10 (0.52%) Aladdin
2 7 (0.36%) Dynamics CRM
3 5 (0.26%) Infor LN
3 5 (0.26%) NetSuite
3 5 (0.26%) Sage X3
4 3 (0.15%) SAP BPC
4 3 (0.15%) SAP S/4HANA
4 3 (0.15%) SimCorp Dimension
5 2 (0.10%) BambooHR
5 2 (0.10%) Maximo
5 2 (0.10%) Oracle EBS
6 1 (0.052%) Elite 3E
6 1 (0.052%) FIS Private Capital Suite
6 1 (0.052%) iTrent
6 1 (0.052%) NEC Housing
6 1 (0.052%) Oracle 11i
6 1 (0.052%) Oracle ERP
6 1 (0.052%) Raiser’s Edge
6 1 (0.052%) SAP CAR
6 1 (0.052%) Sparx Enterprise Architect
Cloud Services
1 616 (31.79%) Azure
2 563 (29.05%) AWS
3 298 (15.38%) Power Platform
4 225 (11.61%) Azure Data Factory
5 204 (10.53%) Snowflake
6 184 (9.49%) dbt
7 179 (9.24%) Amazon S3
8 167 (8.62%) GCP
9 147 (7.59%) Azure Synapse Analytics
10 140 (7.22%) Azure DevOps
11 127 (6.55%) Serverless
12 116 (5.99%) GitHub
13 108 (5.57%) AWS Lambda
14 56 (2.89%) Amazon EMR
15 53 (2.73%) GitHub Actions
16 33 (1.70%) Amazon CloudWatch
17 31 (1.60%) Matillion
18 29 (1.50%) AWS CloudFormation
19 28 (1.44%) Amazon Kinesis
20 24 (1.24%) OpenShift
Communications & Networking
1 35 (1.81%) DNS
1 35 (1.81%) VPN
2 34 (1.75%) BGP
2 34 (1.75%) DMZ
2 34 (1.75%) Multicast
3 10 (0.52%) Structured Cabling
4 7 (0.36%) PuTTY
4 7 (0.36%) WinSCP
5 6 (0.31%) Firewall
6 4 (0.21%) Wi-Fi
6 4 (0.21%) Wireless
7 2 (0.10%) Intrusion Detection
8 1 (0.052%) 4G
8 1 (0.052%) 5G
8 1 (0.052%) MQTT
Database & Business Intelligence
1 313 (16.15%) Data Warehouse
2 283 (14.60%) Power BI
3 180 (9.29%) Data Lake
4 110 (5.68%) Amazon Redshift
5 106 (5.47%) Delta Lake
6 104 (5.37%) SQL Server
7 98 (5.06%) Metadata
8 95 (4.90%) BigQuery
9 90 (4.64%) Big Data
9 90 (4.64%) Pentaho
10 78 (4.02%) Tableau
11 74 (3.82%) Amazon Athena
12 73 (3.77%) Snowflake Schema
13 71 (3.66%) PostgreSQL
14 58 (2.99%) Azure SQL Database
14 58 (2.99%) Relational Database
15 56 (2.89%) SQL Server Integration Services
16 55 (2.84%) NoSQL
17 41 (2.12%) Hadoop
18 38 (1.96%) Data Vault
Development Applications
1 183 (9.44%) Git
2 103 (5.31%) GitLab
3 95 (4.90%) JIRA
4 50 (2.58%) Jenkins
5 9 (0.46%) Artifactory
5 9 (0.46%) MLflow
6 7 (0.36%) Postman
7 6 (0.31%) Bitbucket
8 3 (0.15%) Newman
8 3 (0.15%) SonarQube
9 2 (0.10%) Atlassian Bamboo
9 2 (0.10%) Claude Code
9 2 (0.10%) Sonatype Nexus
9 2 (0.10%) SQL Server Management Studio (SSMS)
9 2 (0.10%) Terragrunt
9 2 (0.10%) Visual Studio
9 2 (0.10%) Yeoman
10 1 (0.052%) ERwin
10 1 (0.052%) Octopus Deploy
10 1 (0.052%) Selenium
General
1 321 (16.56%) Finance
2 312 (16.10%) Social Skills
3 211 (10.89%) Analytical Skills
4 163 (8.41%) Public Sector
5 107 (5.52%) Banking
6 39 (2.01%) Inclusion and Diversity
7 33 (1.70%) Marketing
8 30 (1.55%) Retail
9 29 (1.50%) Documentation Skills
10 25 (1.29%) Investment Banking
11 24 (1.24%) Telecoms
12 19 (0.98%) Manufacturing
13 18 (0.93%) Pharmaceutical
14 16 (0.83%) Front Office
15 15 (0.77%) Automotive
16 13 (0.67%) Aerospace
17 11 (0.57%) Publishing
18 10 (0.52%) Legal
19 9 (0.46%) Billing
20 7 (0.36%) Military
Libraries, Frameworks & Software Standards
1 281 (14.50%) PySpark
2 151 (7.79%) Kafka
3 42 (2.17%) Pandas
4 37 (1.91%) JSON
5 28 (1.44%) REST
6 25 (1.29%) Spring
6 25 (1.29%) Spring Boot
7 23 (1.19%) Great Expectations
8 22 (1.14%) XML
9 20 (1.03%) YAML
10 17 (0.88%) Apache Beam
11 13 (0.67%) Apache Avro
12 12 (0.62%) Streamlit
13 11 (0.57%) React
13 11 (0.57%) RESTful
13 11 (0.57%) scikit-learn
14 10 (0.52%) Matplotlib
14 10 (0.52%) Microsoft Graph
14 10 (0.52%) pytest
15 9 (0.46%) PyTorch
Miscellaneous
1 149 (7.69%) Cloud Native
2 61 (3.15%) Legacy Systems
3 59 (3.04%) Data Structures
4 34 (1.75%) Distributed Systems
5 29 (1.50%) Onboarding
6 27 (1.39%) Greenfield Project
7 26 (1.34%) Reinsurance
8 25 (1.29%) NHS
9 22 (1.14%) Product Ownership
10 21 (1.08%) Data Protection Act
11 20 (1.03%) Clustering
12 12 (0.62%) Virtual Team
13 11 (0.57%) Life Science
13 11 (0.57%) Replication
14 10 (0.52%) Linux Command Line
14 10 (0.52%) Public Cloud
14 10 (0.52%) Reference Data
14 10 (0.52%) Self-Motivation
15 9 (0.46%) Algorithms
15 9 (0.46%) Driving Licence
Operating Systems
1 65 (3.35%) Unix
2 40 (2.06%) Linux
3 5 (0.26%) Windows
4 2 (0.10%) Ubuntu
4 2 (0.10%) Windows Server
5 1 (0.052%) VMS
Processes & Methodologies
1 814 (42.00%) Data Pipeline
2 718 (37.05%) Analytics
3 706 (36.43%) Data Engineering
4 695 (35.86%) ETL
5 645 (33.28%) Data Modelling
6 466 (24.05%) CI/CD
7 373 (19.25%) Business Intelligence
8 348 (17.96%) Agile
9 324 (16.72%) DevOps
10 281 (14.50%) Migration
11 265 (13.67%) Data Governance
12 240 (12.38%) Problem-Solving
13 237 (12.23%) AI
14 216 (11.15%) Validation
15 211 (10.89%) Data Integration
16 190 (9.80%) Data Science
17 180 (9.29%) Decision-Making
18 179 (9.24%) Data Transformation
19 154 (7.95%) Infrastructure as Code
19 154 (7.95%) Test Automation
Programming Languages
1 1,009 (52.06%) SQL
2 874 (45.10%) Python
3 125 (6.45%) Java
4 66 (3.41%) Scala
5 53 (2.73%) PL/SQL
6 38 (1.96%) T-SQL
7 33 (1.70%) Data Analysis Expressions
8 31 (1.60%) Shell Script
9 30 (1.55%) C#
10 28 (1.44%) Bash
11 23 (1.19%) PowerShell
12 15 (0.77%) Bicep
12 15 (0.77%) R
13 13 (0.67%) JavaScript
14 8 (0.41%) TypeScript
15 7 (0.36%) Go
16 2 (0.10%) C++
16 2 (0.10%) Perl
16 2 (0.10%) Ruby
16 2 (0.10%) SPARQL
Qualifications
1 528 (27.24%) Security Cleared
2 459 (23.68%) SC Cleared
3 53 (2.73%) BPSS Clearance
4 46 (2.37%) Degree
5 27 (1.39%) Azure Certification
6 21 (1.08%) DV Cleared
7 19 (0.98%) Computer Science Degree
8 15 (0.77%) AWS Certification
9 9 (0.46%) City & Guilds
9 9 (0.46%) DBS Check
9 9 (0.46%) SnowPro
10 8 (0.41%) AWS Certified Cloud Practitioner
11 7 (0.36%) Master's Degree
12 5 (0.26%) BICSI Certification
12 5 (0.26%) CISSP
13 4 (0.21%) CISM
13 4 (0.21%) Microsoft Certification
14 3 (0.15%) IBM Certification
15 2 (0.10%) CEH
16 1 (0.052%) CISA
Quality Assurance & Compliance
1 475 (24.51%) Data Quality
2 61 (3.15%) QA
3 53 (2.73%) GDPR
4 18 (0.93%) Accessibility
5 12 (0.62%) SLA
6 9 (0.46%) FATCA
7 6 (0.31%) ISO/IEC 27001
7 6 (0.31%) Sarbanes-Oxley
8 4 (0.21%) MiFID
9 3 (0.15%) GMP
9 3 (0.15%) HIPAA
10 2 (0.10%) California Consumer Privacy Act
10 2 (0.10%) Disclosure Scotland
10 2 (0.10%) EMIR
10 2 (0.10%) GRC
10 2 (0.10%) PMO
10 2 (0.10%) SNOMED CT
10 2 (0.10%) WCAG
11 1 (0.052%) Government Security Classifications
11 1 (0.052%) PCI DSS
System Software
1 109 (5.62%) Docker
2 6 (0.31%) Virtual Machines
3 3 (0.15%) Active Directory
4 2 (0.10%) HDFS
5 1 (0.052%) RACF
Systems Management
1 202 (10.42%) Terraform
2 88 (4.54%) Kubernetes
3 52 (2.68%) Grafana
4 14 (0.72%) Ansible
5 13 (0.67%) Prometheus
6 9 (0.46%) Kibana
7 3 (0.15%) Rancher
8 2 (0.10%) Apache Ranger
8 2 (0.10%) Control-M
8 2 (0.10%) logstash
8 2 (0.10%) Thomson Reuters DACS
9 1 (0.052%) Fluentd
9 1 (0.052%) Kubeflow
9 1 (0.052%) NetBackup
9 1 (0.052%) Puppet
9 1 (0.052%) QRadar
Vendors
1 409 (21.10%) Databricks
2 231 (11.92%) Microsoft
3 172 (8.88%) Oracle
4 143 (7.38%) Informatica
5 130 (6.71%) Talend
6 71 (3.66%) Denodo
7 58 (2.99%) Google
8 36 (1.86%) Cisco
8 36 (1.86%) F5
9 31 (1.60%) SAP
10 28 (1.44%) Salesforce
11 25 (1.29%) Splunk
12 21 (1.08%) Palantir
13 18 (0.93%) Cloudera
14 17 (0.88%) ServiceNow
15 16 (0.83%) Foundry
16 14 (0.72%) Alteryx
16 14 (0.72%) IBM
17 12 (0.62%) Sage
18 9 (0.46%) Bloomberg