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 25 September 2026.

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

6 months to
25 Sep 2026
Same period 2025 Same period 2024
Rank 69 132 97
Rank change year-on-year +63 -35 +29
Contract jobs requiring a Data Engineer 1,921 731 912
As % of all contract jobs in the UK 3.50% 2.22% 2.38%
As % of the Job Titles category 3.80% 2.43% 2.56%
Number of daily rates quoted 1,285 524 641
10th Percentile £373 £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 £699 £700
UK excluding London median daily rate £475 £475 £500
% change year-on-year - -5.00% -4.76%
Number of hourly rates quoted 68 13 8
10th Percentile £21.25 £25.34 £49.25
25th Percentile £30.96 £35.25 £57.31
Median hourly rate £43.03 £52.50 £80.00
Median % change year-on-year -18.04% -34.38% +29.55%
75th Percentile £69.06 £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 50,616 30,052 35,689
% of contract IT jobs with a recognized job title 92.25% 91.07% 92.95%
Number of daily rates quoted 29,900 18,989 21,757
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 3,913 1,614 1,619
10th Percentile £14.50 £13.75 £14.84
25th Percentile £20.00 £17.30 £20.88
Median hourly rate £42.00 £25.15 £43.00
Median % change year-on-year +67.00% -41.51% -3.37%
75th Percentile £67.70 £51.65 £65.00
90th Percentile £78.95 £69.65 £75.00
UK excluding London median hourly rate £42.50 £25.15 £43.90
% change year-on-year +69.02% -42.72% +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 25 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 25 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 25 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 1,679 £500 -1.48% 1,736
UK excluding London +90 867 £475 - 905
London +29 834 £525 - 918
Work from Home +51 555 £500 +3.90% 696
Midlands +75 340 £469 +1.41% 131
West Midlands +69 266 £469 -0.21% 85
North of England +42 208 £520 +9.47% 281
South East +18 126 £459 +2.00% 209
North West +14 110 £525 +13.51% 158
South West +23 107 £525 +5.00% 96
Yorkshire +9 79 £500 - 77
East Midlands +35 74 £388 -16.22% 46
Scotland -2 67 £450 -2.70% 73
East of England +1 40 £475 -20.83% 67
North East -30 20 £450 +9.09% 48
Wales -4 17 £513 +3.54% 15
Northern Ireland +2 1 - - 35
Channel Islands - 1 - -

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

For the 6 months to 25 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.

1 966 (50.29%) SQL
2 839 (43.68%) Python
3 832 (43.31%) Data Pipeline
4 742 (38.63%) Data Engineering
5 671 (34.93%) ETL
6 669 (34.83%) Data Modelling
7 654 (34.04%) Analytics
8 595 (30.97%) AWS
9 591 (30.77%) Azure
10 492 (25.61%) Security Cleared
11 490 (25.51%) Data Quality
12 456 (23.74%) CI/CD
13 426 (22.18%) SC Cleared
14 408 (21.24%) Databricks
15 338 (17.60%) Agile
16 327 (17.02%) Data Warehouse
17 315 (16.40%) Migration
18 311 (16.19%) AI
19 309 (16.09%) DevOps
20 308 (16.03%) Business Intelligence
21 264 (13.74%) PySpark
22 258 (13.43%) Data Governance
23 253 (13.17%) Validation
24 252 (13.12%) Data Transformation
25 250 (13.01%) Power Platform
26 248 (12.91%) Data Integration
26 248 (12.91%) Microsoft
27 242 (12.60%) Power BI
27 242 (12.60%) Snowflake
28 234 (12.18%) 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
1 217 (11.30%) Apache Airflow
2 159 (8.28%) Apache Spark
3 138 (7.18%) Apache
4 58 (3.02%) SAS
5 47 (2.45%) Confluence
6 18 (0.94%) Palantir Foundry
7 15 (0.78%) SharePoint
8 13 (0.68%) Jupyter
9 3 (0.16%) Apache Superset
9 3 (0.16%) Microsoft Exchange
10 2 (0.10%) ArcGIS
10 2 (0.10%) PowerExchange
11 1 (0.052%) Liferay
11 1 (0.052%) Luigi
11 1 (0.052%) nginx
11 1 (0.052%) Oracle Workflow
11 1 (0.052%) R Markdown
Applications
1 20 (1.04%) Microsoft Excel
2 7 (0.36%) Notepad++
2 7 (0.36%) Spreadsheet
3 4 (0.21%) Chatbot
4 1 (0.052%) Microsoft Office
4 1 (0.052%) Microsoft PowerPoint
Business Applications
1 13 (0.68%) Aladdin
2 7 (0.36%) Dynamics CRM
3 6 (0.31%) 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 (0.10%) FIS Private Capital Suite
6 2 (0.10%) Maximo
6 2 (0.10%) Oracle EBS
6 2 (0.10%) SAP BPC
6 2 (0.10%) SAP Oil and Gas
6 2 (0.10%) SimCorp Dimension
7 1 (0.052%) Dynamics NAV
7 1 (0.052%) Markit EDM
7 1 (0.052%) Oracle Assets
7 1 (0.052%) Oracle Retail
7 1 (0.052%) Raiser’s Edge
7 1 (0.052%) SAP CAR
7 1 (0.052%) SAP EWM
Cloud Services
1 595 (30.97%) AWS
2 591 (30.77%) Azure
3 250 (13.01%) Power Platform
4 242 (12.60%) Snowflake
5 234 (12.18%) dbt
6 218 (11.35%) Azure Data Factory
7 196 (10.20%) GCP
8 173 (9.01%) Amazon S3
9 135 (7.03%) Serverless
10 124 (6.45%) Azure DevOps
11 121 (6.30%) AWS Lambda
11 121 (6.30%) Azure Synapse Analytics
12 108 (5.62%) GitHub
13 69 (3.59%) Azure Databricks
14 57 (2.97%) Amazon EMR
15 45 (2.34%) GitHub Actions
16 42 (2.19%) Amazon CloudWatch
17 33 (1.72%) AWS Step Functions
18 29 (1.51%) Amazon Kinesis
18 29 (1.51%) AWS CloudFormation
Communications & Networking
1 23 (1.20%) BGP
1 23 (1.20%) DMZ
1 23 (1.20%) DNS
1 23 (1.20%) Multicast
1 23 (1.20%) VPN
2 8 (0.42%) Firewall
3 7 (0.36%) PuTTY
3 7 (0.36%) 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 (0.052%) HTTP
6 1 (0.052%) LTE
6 1 (0.052%) MQTT
Database & Business Intelligence
1 327 (17.02%) Data Warehouse
2 242 (12.60%) Power BI
3 165 (8.59%) Data Lake
4 132 (6.87%) Metadata
5 111 (5.78%) BigQuery
6 94 (4.89%) Amazon Redshift
7 86 (4.48%) Amazon Athena
7 86 (4.48%) Delta Lake
8 81 (4.22%) Big Data
9 77 (4.01%) SQL Server
10 67 (3.49%) PostgreSQL
11 65 (3.38%) Pentaho
12 60 (3.12%) Snowflake Schema
13 59 (3.07%) Relational Database
14 56 (2.92%) Tableau
15 51 (2.65%) NoSQL
16 43 (2.24%) Oracle Database
17 40 (2.08%) Azure SQL Database
18 39 (2.03%) Amazon RDS
18 39 (2.03%) SQL Server Integration Services
Development Applications
1 182 (9.47%) Git
2 96 (5.00%) GitLab
3 70 (3.64%) JIRA
4 35 (1.82%) Jenkins
5 22 (1.15%) MLflow
6 9 (0.47%) Artifactory
7 8 (0.42%) Bitbucket
7 8 (0.42%) Postman
8 6 (0.31%) Selenium
8 6 (0.31%) 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 (0.10%) ER Studio
11 2 (0.10%) RStudio
11 2 (0.10%) Terragrunt
11 2 (0.10%) Yeoman
12 1 (0.052%) Octopus Deploy
General
1 320 (16.66%) Social Skills
2 301 (15.67%) Finance
3 218 (11.35%) Analytical Skills
4 171 (8.90%) Public Sector
5 127 (6.61%) Banking
6 32 (1.67%) Marketing
7 31 (1.61%) Retail
8 29 (1.51%) Inclusion and Diversity
9 23 (1.20%) Investment Banking
10 22 (1.15%) Aerospace
10 22 (1.15%) Automotive
10 22 (1.15%) Front Office
11 20 (1.04%) Documentation Skills
11 20 (1.04%) Law
11 20 (1.04%) Telecoms
12 18 (0.94%) Manufacturing
13 17 (0.88%) Pharmaceutical
14 13 (0.68%) Legal
14 13 (0.68%) Police
15 12 (0.62%) Military
Libraries, Frameworks & Software Standards
1 264 (13.74%) PySpark
2 197 (10.26%) Terraform
3 131 (6.82%) Kafka
4 34 (1.77%) REST
5 31 (1.61%) JSON
6 29 (1.51%) Pandas
7 23 (1.20%) XML
8 22 (1.15%) Spring
8 22 (1.15%) Spring Boot
9 19 (0.99%) Great Expectations
10 17 (0.88%) Apache Beam
11 16 (0.83%) LangChain
12 14 (0.73%) RESTful
13 13 (0.68%) pytest
13 13 (0.68%) React
14 12 (0.62%) Streamlit
15 11 (0.57%) PyTorch
16 10 (0.52%) .NET
16 10 (0.52%) Microsoft Graph
17 9 (0.47%) HTML
Miscellaneous
1 150 (7.81%) Cloud Native
2 67 (3.49%) Data Structures
3 61 (3.18%) Legacy Systems
4 53 (2.76%) Onboarding
5 26 (1.35%) AI Agents
5 26 (1.35%) Product Ownership
6 25 (1.30%) Distributed Systems
7 22 (1.15%) NHS
8 20 (1.04%) Greenfield Project
9 19 (0.99%) Management Information System
9 19 (0.99%) Reference Data
10 15 (0.78%) Algorithms
10 15 (0.78%) Reinsurance
11 12 (0.62%) Enterprise Software
12 11 (0.57%) Clustering
12 11 (0.57%) Virtual Team
13 10 (0.52%) Data Fabric
13 10 (0.52%) Linux Command Line
14 9 (0.47%) Distributed Computing
14 9 (0.47%) Replication
Operating Systems
1 62 (3.23%) Unix
2 43 (2.24%) Linux
3 3 (0.16%) Windows
4 2 (0.10%) Ubuntu
5 1 (0.052%) Robot Operating System
5 1 (0.052%) VMS
5 1 (0.052%) Windows Server
Processes & Methodologies
1 832 (43.31%) Data Pipeline
2 742 (38.63%) Data Engineering
3 671 (34.93%) ETL
4 669 (34.83%) Data Modelling
5 654 (34.04%) Analytics
6 456 (23.74%) CI/CD
7 338 (17.60%) Agile
8 315 (16.40%) Migration
9 311 (16.19%) AI
10 309 (16.09%) DevOps
11 308 (16.03%) Business Intelligence
12 258 (13.43%) Data Governance
13 253 (13.17%) Validation
14 252 (13.12%) Data Transformation
15 248 (12.91%) Data Integration
16 208 (10.83%) Problem-Solving
17 187 (9.73%) Machine Learning
18 176 (9.16%) Data Science
18 176 (9.16%) Lakehouse
19 173 (9.01%) Infrastructure as Code
Programming Languages
1 966 (50.29%) SQL
2 839 (43.68%) Python
3 106 (5.52%) Java
4 73 (3.80%) Scala
5 51 (2.65%) PL/SQL
6 35 (1.82%) T-SQL
7 31 (1.61%) Data Analysis Expressions
8 30 (1.56%) Shell Script
9 29 (1.51%) PowerShell
10 23 (1.20%) Bash
11 21 (1.09%) JavaScript
12 17 (0.88%) R
13 12 (0.62%) Bicep
14 10 (0.52%) C#
14 10 (0.52%) TypeScript
15 9 (0.47%) Go
16 5 (0.26%) Korn
17 3 (0.16%) COBOL
17 3 (0.16%) Kusto Query Language
18 2 (0.10%) Cypher
Qualifications
1 492 (25.61%) Security Cleared
2 426 (22.18%) SC Cleared
3 55 (2.86%) BPSS Clearance
4 39 (2.03%) Degree
5 30 (1.56%) DV Cleared
6 24 (1.25%) Azure Certification
7 20 (1.04%) Computer Science Degree
8 15 (0.78%) 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 (0.31%) CISM
11 6 (0.31%) CISSP
12 5 (0.26%) CEH
13 4 (0.21%) City & Guilds
13 4 (0.21%) Microsoft Certification
14 1 (0.052%) Numerate Degree
14 1 (0.052%) PMI Certification
14 1 (0.052%) PMP
Quality Assurance & Compliance
1 490 (25.51%) Data Quality
2 76 (3.96%) QA
3 37 (1.93%) GDPR
4 18 (0.94%) Accessibility
5 9 (0.47%) SLA
6 7 (0.36%) ISO/IEC 27001
7 6 (0.31%) Disclosure Scotland
7 6 (0.31%) FATCA
8 5 (0.26%) HIPAA
8 5 (0.26%) Sarbanes-Oxley
9 3 (0.16%) MiFID
10 2 (0.10%) EMIR
10 2 (0.10%) SNOMED CT
10 2 (0.10%) WCAG
11 1 (0.052%) California Consumer Privacy Act
11 1 (0.052%) Government Security Classifications
11 1 (0.052%) IFRS
11 1 (0.052%) IFRS 17
11 1 (0.052%) IFRS 9
11 1 (0.052%) PMO
System Software
1 114 (5.93%) Docker
2 3 (0.16%) Active Directory
3 2 (0.10%) Virtual Machines
4 1 (0.052%) HDFS
4 1 (0.052%) RACF
Systems Management
1 87 (4.53%) Kubernetes
2 37 (1.93%) Grafana
3 17 (0.88%) Ansible
4 13 (0.68%) Control-M
4 13 (0.68%) Kibana
5 5 (0.26%) Prometheus
6 2 (0.10%) logstash
6 2 (0.10%) Puppet
7 1 (0.052%) Progress Chef
Vendors
1 408 (21.24%) Databricks
2 248 (12.91%) Microsoft
3 165 (8.59%) Oracle
4 99 (5.15%) Informatica
5 92 (4.79%) Talend
6 87 (4.53%) Google
7 50 (2.60%) Denodo
8 35 (1.82%) Salesforce
9 29 (1.51%) Palantir
10 27 (1.41%) Foundry
11 26 (1.35%) SAP
12 23 (1.20%) Cisco
12 23 (1.20%) F5
13 15 (0.78%) 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 (0.36%) InterSystems