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 22 September 2026.

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

6 months to
22 Sep 2026
Same period 2025 Same period 2024
Rank 70 127 98
Rank change year-on-year +57 -29 +24
Contract jobs requiring a Data Engineer 1,897 707 902
As % of all contract jobs in the UK 3.48% 2.18% 2.37%
As % of the Job Titles category 3.77% 2.39% 2.55%
Number of daily rates quoted 1,264 502 641
10th Percentile £375 £363 £370
25th Percentile £425 £413 £450
Median daily rate (50th Percentile) £500 £500 £525
Median % change year-on-year - -4.76% -4.55%
75th Percentile £588 £588 £625
90th Percentile £675 £700 £700
UK excluding London median daily rate £475 £475 £500
% change year-on-year - -5.00% -4.76%
Number of hourly rates quoted 70 13 8
10th Percentile £21.25 £25.34 £49.25
25th Percentile £31.72 £35.25 £57.31
Median hourly rate £42.03 £52.50 £80.00
Median % change year-on-year -19.95% -34.38% +29.55%
75th Percentile £68.56 £80.00 £84.38
90th Percentile £71.50 £105.50 £97.50
UK excluding London median hourly rate £41.56 £27.00 £80.00
% change year-on-year +53.91% -66.25% +40.35%

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 50,343 29,565 35,332
% of contract IT jobs with a recognized job title 92.26% 91.03% 92.96%
Number of daily rates quoted 29,778 18,648 21,690
10th Percentile £325 £278 £300
25th Percentile £425 £400 £413
Median daily rate (50th Percentile) £525 £500 £525
Median % change year-on-year +5.00% -4.76% -0.94%
75th Percentile £630 £625 £638
90th Percentile £731 £725 £750
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 3,866 1,577 1,631
10th Percentile £14.56 £13.75 £14.73
25th Percentile £20.25 £17.29 £20.50
Median hourly rate £42.50 £25.15 £43.00
Median % change year-on-year +68.99% -41.51% -3.37%
75th Percentile £67.80 £51.80 £65.00
90th Percentile £78.75 £69.79 £75.00
UK excluding London median hourly rate £42.50 £25.11 £43.90
% change year-on-year +69.26% -42.80% +0.34%

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 22 September 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 22 September 2026.

Hourly rate histogram for Data Engineer in the UK

Data Engineer
Top 18 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 22 September 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 +63 1,665 £500 -2.44% 1,655
UK excluding London +99 861 £475 - 874
London +28 827 £525 - 863
Work from Home +56 549 £500 +2.56% 672
Midlands +75 338 £469 +2.79% 130
West Midlands +65 266 £469 +6.59% 83
North of England +36 207 £505 +6.32% 281
South East +31 127 £459 -4.62% 193
North West +18 110 £525 +10.53% 170
South West +22 103 £525 +5.00% 87
Yorkshire +3 78 £500 - 71
East Midlands +36 72 £419 -9.46% 47
Scotland -2 65 £430 -7.03% 77
East of England +3 40 £475 -36.67% 56
North East -21 20 £450 +8.11% 40
Wales +1 17 £513 +8.47% 14
Northern Ireland +4 1 - - 36
Channel Islands - 1 - -

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

For the 6 months to 22 September 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.

1 956 (50.40%) SQL
2 823 (43.38%) Python
3 822 (43.33%) Data Pipeline
4 739 (38.96%) Data Engineering
5 663 (34.95%) Data Modelling
6 660 (34.79%) ETL
7 651 (34.32%) Analytics
8 589 (31.05%) AWS
9 585 (30.84%) Azure
10 485 (25.57%) Security Cleared
11 482 (25.41%) Data Quality
12 449 (23.67%) CI/CD
13 420 (22.14%) SC Cleared
14 398 (20.98%) Databricks
15 339 (17.87%) Agile
16 321 (16.92%) Data Warehouse
17 308 (16.24%) Migration
18 307 (16.18%) DevOps
19 305 (16.08%) Business Intelligence
20 295 (15.55%) AI
21 260 (13.71%) PySpark
22 257 (13.55%) Data Governance
23 250 (13.18%) Data Transformation
24 246 (12.97%) Data Integration
24 246 (12.97%) Power Platform
25 243 (12.81%) Validation
26 240 (12.65%) Microsoft
26 240 (12.65%) Power BI
27 234 (12.34%) Snowflake
28 229 (12.07%) dbt

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
1 212 (11.18%) Apache Airflow
2 153 (8.07%) Apache Spark
3 131 (6.91%) Apache
4 59 (3.11%) SAS
5 47 (2.48%) Confluence
6 18 (0.95%) Palantir Foundry
7 15 (0.79%) SharePoint
8 13 (0.69%) Jupyter
9 2 (0.11%) Apache Superset
9 2 (0.11%) ArcGIS
9 2 (0.11%) Microsoft Exchange
9 2 (0.11%) PowerExchange
10 1 (0.053%) Liferay
10 1 (0.053%) Luigi
10 1 (0.053%) nginx
10 1 (0.053%) Oracle Workflow
10 1 (0.053%) R Markdown
Applications
1 23 (1.21%) Microsoft Excel
2 9 (0.47%) Spreadsheet
3 7 (0.37%) Notepad++
4 3 (0.16%) Chatbot
5 1 (0.053%) Microsoft Office
5 1 (0.053%) Microsoft PowerPoint
Business Applications
1 13 (0.69%) Aladdin
2 7 (0.37%) Dynamics CRM
3 6 (0.32%) NetSuite
4 5 (0.26%) Infor LN
4 5 (0.26%) Sage X3
4 5 (0.26%) SAP S/4HANA
5 4 (0.21%) Sparx Enterprise Architect
6 2 (0.11%) FIS Private Capital Suite
6 2 (0.11%) Maximo
6 2 (0.11%) Oracle EBS
6 2 (0.11%) SAP BPC
6 2 (0.11%) SAP Oil and Gas
6 2 (0.11%) SimCorp Dimension
7 1 (0.053%) BambooHR
7 1 (0.053%) Dynamics NAV
7 1 (0.053%) Markit EDM
7 1 (0.053%) MIS ActiveH
7 1 (0.053%) Oracle Assets
7 1 (0.053%) Oracle Retail
7 1 (0.053%) SAP EWM
Cloud Services
1 589 (31.05%) AWS
2 585 (30.84%) Azure
3 246 (12.97%) Power Platform
4 234 (12.34%) Snowflake
5 229 (12.07%) dbt
6 213 (11.23%) Azure Data Factory
7 191 (10.07%) GCP
8 168 (8.86%) Amazon S3
9 133 (7.01%) Serverless
10 122 (6.43%) Azure DevOps
11 120 (6.33%) AWS Lambda
11 120 (6.33%) Azure Synapse Analytics
12 106 (5.59%) GitHub
13 66 (3.48%) Azure Databricks
14 55 (2.90%) Amazon EMR
15 46 (2.42%) GitHub Actions
16 42 (2.21%) Amazon CloudWatch
17 33 (1.74%) AWS Step Functions
18 29 (1.53%) Amazon Kinesis
19 28 (1.48%) AWS CloudFormation
Communications & Networking
1 23 (1.21%) BGP
1 23 (1.21%) DMZ
1 23 (1.21%) DNS
1 23 (1.21%) Multicast
1 23 (1.21%) VPN
2 8 (0.42%) Firewall
3 7 (0.37%) PuTTY
3 7 (0.37%) WinSCP
4 5 (0.26%) Intrusion Detection
5 4 (0.21%) Structured Cabling
5 4 (0.21%) Wi-Fi
5 4 (0.21%) Wireless
6 1 (0.053%) HTTP
6 1 (0.053%) LTE
6 1 (0.053%) MQTT
Database & Business Intelligence
1 321 (16.92%) Data Warehouse
2 240 (12.65%) Power BI
3 162 (8.54%) Data Lake
4 131 (6.91%) Metadata
5 114 (6.01%) BigQuery
6 91 (4.80%) Amazon Redshift
7 86 (4.53%) Delta Lake
8 85 (4.48%) Amazon Athena
9 78 (4.11%) SQL Server
10 77 (4.06%) Big Data
11 66 (3.48%) Pentaho
11 66 (3.48%) PostgreSQL
12 60 (3.16%) Relational Database
12 60 (3.16%) Snowflake Schema
13 57 (3.00%) Tableau
14 52 (2.74%) NoSQL
15 43 (2.27%) Oracle Database
16 41 (2.16%) Azure SQL Database
17 39 (2.06%) Amazon RDS
17 39 (2.06%) SQL Server Integration Services
Development Applications
1 172 (9.07%) Git
2 98 (5.17%) GitLab
3 70 (3.69%) JIRA
4 36 (1.90%) Jenkins
5 21 (1.11%) MLflow
6 9 (0.47%) Artifactory
7 8 (0.42%) Bitbucket
7 8 (0.42%) Postman
8 6 (0.32%) Selenium
8 6 (0.32%) SonarQube
9 4 (0.21%) Claude Code
9 4 (0.21%) ERwin
10 3 (0.16%) Atlassian Bamboo
10 3 (0.16%) Newman
10 3 (0.16%) SQL Server Management Studio (SSMS)
11 2 (0.11%) ER Studio
11 2 (0.11%) RStudio
11 2 (0.11%) Terragrunt
11 2 (0.11%) Yeoman
12 1 (0.053%) Octopus Deploy
General
1 311 (16.39%) Social Skills
2 300 (15.81%) Finance
3 214 (11.28%) Analytical Skills
4 165 (8.70%) Public Sector
5 121 (6.38%) Banking
6 34 (1.79%) Marketing
7 32 (1.69%) Retail
8 29 (1.53%) Inclusion and Diversity
9 23 (1.21%) Aerospace
9 23 (1.21%) Investment Banking
10 22 (1.16%) Telecoms
11 21 (1.11%) Automotive
11 21 (1.11%) Front Office
12 20 (1.05%) Documentation Skills
12 20 (1.05%) Law
13 19 (1.00%) Manufacturing
14 17 (0.90%) Pharmaceutical
15 13 (0.69%) Police
16 12 (0.63%) Legal
17 11 (0.58%) Military
Libraries, Frameworks & Software Standards
1 260 (13.71%) PySpark
2 194 (10.23%) Terraform
3 126 (6.64%) Kafka
4 33 (1.74%) REST
5 30 (1.58%) JSON
6 29 (1.53%) Pandas
7 23 (1.21%) Spring
7 23 (1.21%) Spring Boot
8 22 (1.16%) XML
9 18 (0.95%) Apache Beam
9 18 (0.95%) Great Expectations
10 16 (0.84%) LangChain
11 14 (0.74%) RESTful
12 13 (0.69%) pytest
12 13 (0.69%) React
13 11 (0.58%) PyTorch
13 11 (0.58%) Streamlit
14 10 (0.53%) .NET
14 10 (0.53%) Microsoft Graph
15 9 (0.47%) HTML
Miscellaneous
1 146 (7.70%) Cloud Native
2 67 (3.53%) Data Structures
3 62 (3.27%) Legacy Systems
4 47 (2.48%) Onboarding
5 26 (1.37%) AI Agents
6 25 (1.32%) Product Ownership
7 23 (1.21%) Distributed Systems
7 23 (1.21%) NHS
8 22 (1.16%) Greenfield Project
9 19 (1.00%) Reference Data
10 18 (0.95%) Management Information System
11 16 (0.84%) Reinsurance
12 15 (0.79%) Algorithms
13 12 (0.63%) Enterprise Software
14 11 (0.58%) Virtual Team
15 10 (0.53%) Data Fabric
15 10 (0.53%) Linux Command Line
16 9 (0.47%) Distributed Computing
16 9 (0.47%) Life Science
16 9 (0.47%) Replication
Operating Systems
1 62 (3.27%) Unix
2 43 (2.27%) Linux
3 3 (0.16%) Windows
4 2 (0.11%) Ubuntu
5 1 (0.053%) Robot Operating System
5 1 (0.053%) VMS
5 1 (0.053%) Windows Server
Processes & Methodologies
1 822 (43.33%) Data Pipeline
2 739 (38.96%) Data Engineering
3 663 (34.95%) Data Modelling
4 660 (34.79%) ETL
5 651 (34.32%) Analytics
6 449 (23.67%) CI/CD
7 339 (17.87%) Agile
8 308 (16.24%) Migration
9 307 (16.18%) DevOps
10 305 (16.08%) Business Intelligence
11 295 (15.55%) AI
12 257 (13.55%) Data Governance
13 250 (13.18%) Data Transformation
14 246 (12.97%) Data Integration
15 243 (12.81%) Validation
16 204 (10.75%) Problem-Solving
17 179 (9.44%) Machine Learning
18 174 (9.17%) Data Science
19 171 (9.01%) Lakehouse
20 169 (8.91%) Decision-Making
Programming Languages
1 956 (50.40%) SQL
2 823 (43.38%) Python
3 107 (5.64%) Java
4 72 (3.80%) Scala
5 51 (2.69%) PL/SQL
6 35 (1.85%) T-SQL
7 32 (1.69%) Data Analysis Expressions
8 30 (1.58%) Shell Script
9 22 (1.16%) Bash
9 22 (1.16%) JavaScript
9 22 (1.16%) PowerShell
10 14 (0.74%) R
11 10 (0.53%) Bicep
11 10 (0.53%) C#
12 9 (0.47%) TypeScript
13 8 (0.42%) Go
14 5 (0.26%) Korn
15 3 (0.16%) COBOL
15 3 (0.16%) Kusto Query Language
15 3 (0.16%) LookML
Qualifications
1 485 (25.57%) Security Cleared
2 420 (22.14%) SC Cleared
3 51 (2.69%) BPSS Clearance
4 39 (2.06%) Degree
5 28 (1.48%) DV Cleared
6 24 (1.27%) Azure Certification
7 20 (1.05%) Computer Science Degree
8 15 (0.79%) AWS Certification
9 9 (0.47%) AWS Certified Cloud Practitioner
9 9 (0.47%) SnowPro
10 8 (0.42%) DBS Check
10 8 (0.42%) Master's Degree
11 6 (0.32%) CISM
11 6 (0.32%) CISSP
12 5 (0.26%) CEH
13 4 (0.21%) City & Guilds
13 4 (0.21%) Microsoft Certification
14 1 (0.053%) Numerate Degree
14 1 (0.053%) Tableau Certification
14 1 (0.053%) TOGAF Certification
Quality Assurance & Compliance
1 482 (25.41%) Data Quality
2 73 (3.85%) QA
3 36 (1.90%) GDPR
4 17 (0.90%) Accessibility
5 9 (0.47%) SLA
6 7 (0.37%) ISO/IEC 27001
7 6 (0.32%) Disclosure Scotland
7 6 (0.32%) FATCA
8 5 (0.26%) HIPAA
8 5 (0.26%) Sarbanes-Oxley
9 3 (0.16%) MiFID
10 2 (0.11%) EMIR
10 2 (0.11%) SNOMED CT
10 2 (0.11%) WCAG
11 1 (0.053%) Government Security Classifications
11 1 (0.053%) IFRS
11 1 (0.053%) IFRS 17
11 1 (0.053%) IFRS 9
11 1 (0.053%) PMO
11 1 (0.053%) SOC 2
System Software
1 115 (6.06%) Docker
2 3 (0.16%) Active Directory
3 2 (0.11%) Virtual Machines
4 1 (0.053%) HDFS
4 1 (0.053%) RACF
Systems Management
1 87 (4.59%) Kubernetes
2 39 (2.06%) Grafana
3 18 (0.95%) Ansible
4 13 (0.69%) Control-M
4 13 (0.69%) Kibana
5 6 (0.32%) Prometheus
6 2 (0.11%) logstash
6 2 (0.11%) Puppet
7 1 (0.053%) Progress Chef
Vendors
1 398 (20.98%) Databricks
2 240 (12.65%) Microsoft
3 162 (8.54%) Oracle
4 101 (5.32%) Informatica
5 93 (4.90%) Talend
6 80 (4.22%) Google
7 50 (2.64%) Denodo
8 35 (1.85%) Salesforce
9 29 (1.53%) Palantir
10 27 (1.42%) Foundry
11 25 (1.32%) SAP
12 23 (1.21%) Cisco
12 23 (1.21%) F5
13 15 (0.79%) Splunk
14 9 (0.47%) Bloomberg
14 9 (0.47%) IBM
14 9 (0.47%) OpenAI
15 8 (0.42%) Cloudera
15 8 (0.42%) Sage
16 7 (0.37%) InterSystems