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 1 October 2026.

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

6 months to
1 Oct 2026
Same period 2025 Same period 2024
Rank 69 131 95
Rank change year-on-year +62 -36 +35
Contract jobs requiring a Data Engineer 1,925 730 904
As % of all contract jobs in the UK 3.51% 2.21% 2.39%
As % of the Job Titles category 3.80% 2.43% 2.57%
Number of daily rates quoted 1,290 527 634
10th Percentile £375 £363 £363
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 £695 £695
UK excluding London median daily rate £475 £475 £500
% change year-on-year - -5.00% -4.76%
Number of hourly rates quoted 66 13 8
10th Percentile £21.25 £25.34 £49.25
25th Percentile £30.96 £35.25 £57.31
Median hourly rate £41.56 £52.50 £80.00
Median % change year-on-year -20.85% -34.38% +29.55%
75th Percentile £68.00 £80.00 £97.50
90th Percentile £70.00 £105.50 -
UK excluding London median hourly rate £43.03 £27.00 £80.00
% change year-on-year +59.36% -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 50,623 30,078 35,169
% of contract IT jobs with a recognized job title 92.20% 90.98% 92.96%
Number of daily rates quoted 29,851 19,013 21,316
10th Percentile £325 £276 £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 £623 £638
90th Percentile £734 £725 £749
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 3,956 1,609 1,552
10th Percentile £14.50 £13.75 £14.86
25th Percentile £19.91 £17.30 £20.94
Median hourly rate £41.74 £25.15 £43.00
Median % change year-on-year +65.94% -41.51% -2.82%
75th Percentile £67.50 £51.25 £65.00
90th Percentile £78.75 £68.31 £74.86
UK excluding London median hourly rate £41.87 £25.08 £43.00
% change year-on-year +66.97% -41.69% -2.05%

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 1 October 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 1 October 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 1 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
England +66 1,675 £500 -1.96% 1,542
UK excluding London +93 870 £475 - 774
London +35 834 £525 - 813
Work from Home +53 558 £500 +5.26% 615
Midlands +71 336 £469 +1.41% 109
West Midlands +65 258 £469 -6.20% 76
North of England +31 207 £520 +9.47% 262
South East +28 126 £459 +2.00% 154
South West +27 113 £525 +5.00% 80
North West +21 111 £525 +17.98% 142
East Midlands +35 78 £388 -16.22% 33
Yorkshire +4 77 £500 - 77
Scotland +3 71 £519 +12.16% 71
East of England +6 37 £488 -18.75% 57
North East -24 20 £450 +9.09% 44
Wales -4 18 £513 +3.54% 15
Northern Ireland +7 1 - - 28
Channel Islands - 1 - -

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

For the 6 months to 1 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 featuring Data Engineer in the job title.

1 967 (50.23%) SQL
2 845 (43.90%) Python
3 824 (42.81%) Data Pipeline
4 753 (39.12%) Data Engineering
5 665 (34.55%) Data Modelling
6 664 (34.49%) ETL
7 648 (33.66%) Analytics
8 594 (30.86%) Azure
9 589 (30.60%) AWS
10 493 (25.61%) Security Cleared
11 486 (25.25%) Data Quality
12 453 (23.53%) CI/CD
13 422 (21.92%) SC Cleared
14 415 (21.56%) Databricks
15 341 (17.71%) Agile
16 328 (17.04%) Data Warehouse
17 321 (16.68%) Migration
18 316 (16.42%) AI
19 307 (15.95%) DevOps
20 303 (15.74%) Business Intelligence
21 262 (13.61%) PySpark
22 259 (13.45%) Data Transformation
23 257 (13.35%) Validation
24 250 (12.99%) Data Governance
25 249 (12.94%) Data Integration
25 249 (12.94%) Power Platform
26 246 (12.78%) Snowflake
27 245 (12.73%) Microsoft
28 241 (12.52%) Power BI
29 239 (12.42%) 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 (11.27%) Apache Airflow
2 159 (8.26%) Apache Spark
3 143 (7.43%) Apache
4 53 (2.75%) SAS
5 47 (2.44%) Confluence
6 17 (0.88%) Palantir Foundry
7 15 (0.78%) SharePoint
8 14 (0.73%) 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%) Apache Pulsar
11 1 (0.052%) Liferay
11 1 (0.052%) Luigi
11 1 (0.052%) nginx
11 1 (0.052%) Oracle Workflow
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 3 (0.16%) Oracle EBS
7 2 (0.10%) FIS Private Capital Suite
7 2 (0.10%) Maximo
7 2 (0.10%) SAP BPC
7 2 (0.10%) SAP Oil and Gas
7 2 (0.10%) SimCorp Dimension
8 1 (0.052%) BambooHR
8 1 (0.052%) Dynamics NAV
8 1 (0.052%) Markit EDM
8 1 (0.052%) Oracle Assets
8 1 (0.052%) Oracle Retail
8 1 (0.052%) SAP CAR
8 1 (0.052%) SAP EWM
Cloud Services
1 594 (30.86%) Azure
2 589 (30.60%) AWS
3 249 (12.94%) Power Platform
4 246 (12.78%) Snowflake
5 239 (12.42%) dbt
6 223 (11.58%) Azure Data Factory
7 199 (10.34%) GCP
8 173 (8.99%) Amazon S3
9 133 (6.91%) Serverless
10 121 (6.29%) Azure DevOps
11 120 (6.23%) Azure Synapse Analytics
12 119 (6.18%) AWS Lambda
13 108 (5.61%) GitHub
14 72 (3.74%) Azure Databricks
15 58 (3.01%) Amazon EMR
16 45 (2.34%) GitHub Actions
17 42 (2.18%) Amazon CloudWatch
18 32 (1.66%) AWS Step Functions
19 30 (1.56%) AWS CloudFormation
20 28 (1.45%) Amazon Kinesis
Communications & Networking
1 22 (1.14%) DNS
2 21 (1.09%) BGP
2 21 (1.09%) DMZ
2 21 (1.09%) Multicast
2 21 (1.09%) VPN
3 8 (0.42%) Firewall
4 7 (0.36%) PuTTY
4 7 (0.36%) WinSCP
5 5 (0.26%) Intrusion Detection
6 4 (0.21%) Wi-Fi
6 4 (0.21%) Wireless
7 3 (0.16%) Structured Cabling
8 2 (0.10%) HTTP
9 1 (0.052%) HTTPS
9 1 (0.052%) LTE
9 1 (0.052%) MQTT
9 1 (0.052%) Network Security
9 1 (0.052%) TCP/IP
9 1 (0.052%) tcpdump
9 1 (0.052%) Wireshark
Database & Business Intelligence
1 328 (17.04%) Data Warehouse
2 241 (12.52%) Power BI
3 168 (8.73%) Data Lake
4 137 (7.12%) Metadata
5 112 (5.82%) BigQuery
6 95 (4.94%) Amazon Redshift
7 85 (4.42%) Delta Lake
8 84 (4.36%) Amazon Athena
9 80 (4.16%) Big Data
10 75 (3.90%) SQL Server
11 68 (3.53%) PostgreSQL
12 61 (3.17%) Relational Database
13 60 (3.12%) Pentaho
13 60 (3.12%) Snowflake Schema
14 55 (2.86%) Tableau
15 51 (2.65%) NoSQL
16 43 (2.23%) Oracle Database
17 41 (2.13%) SQL Server Integration Services
18 40 (2.08%) Azure SQL Database
19 39 (2.03%) Amazon RDS
Development Applications
1 177 (9.19%) Git
2 104 (5.40%) GitLab
3 64 (3.32%) JIRA
4 31 (1.61%) Jenkins
5 20 (1.04%) MLflow
6 10 (0.52%) 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
1 323 (16.78%) Social Skills
2 301 (15.64%) Finance
3 216 (11.22%) Analytical Skills
4 172 (8.94%) Public Sector
5 128 (6.65%) Banking
6 33 (1.71%) Marketing
6 33 (1.71%) Retail
7 29 (1.51%) Inclusion and Diversity
8 25 (1.30%) Aerospace
9 24 (1.25%) Front Office
10 23 (1.19%) Automotive
10 23 (1.19%) Investment Banking
11 18 (0.94%) Documentation Skills
11 18 (0.94%) Law
11 18 (0.94%) Manufacturing
12 17 (0.88%) Pharmaceutical
13 16 (0.83%) Telecoms
14 14 (0.73%) Military
15 13 (0.68%) Legal
15 13 (0.68%) Police
Libraries, Frameworks & Software Standards
1 262 (13.61%) PySpark
2 200 (10.39%) Terraform
3 130 (6.75%) Kafka
4 39 (2.03%) REST
5 31 (1.61%) JSON
6 28 (1.45%) Pandas
7 23 (1.19%) XML
8 20 (1.04%) Spring
8 20 (1.04%) Spring Boot
9 18 (0.94%) Great Expectations
10 17 (0.88%) LangChain
11 16 (0.83%) Apache Beam
12 14 (0.73%) pytest
12 14 (0.73%) RESTful
13 12 (0.62%) Apache NiFi
13 12 (0.62%) PyTorch
13 12 (0.62%) Streamlit
14 11 (0.57%) React
15 10 (0.52%) .NET
15 10 (0.52%) Microsoft Graph
Miscellaneous
1 152 (7.90%) Cloud Native
2 65 (3.38%) Data Structures
3 62 (3.22%) Legacy Systems
4 54 (2.81%) Onboarding
5 28 (1.45%) AI Agents
6 27 (1.40%) Product Ownership
7 26 (1.35%) Distributed Systems
8 20 (1.04%) Greenfield Project
8 20 (1.04%) NHS
9 19 (0.99%) Algorithms
9 19 (0.99%) Management Information System
9 19 (0.99%) Reference Data
10 15 (0.78%) Reinsurance
11 12 (0.62%) Enterprise Software
12 11 (0.57%) Data Fabric
12 11 (0.57%) Derivative
12 11 (0.57%) Virtual Team
13 10 (0.52%) Clustering
13 10 (0.52%) Data Protection Act
13 10 (0.52%) Linux Command Line
Operating Systems
1 58 (3.01%) Unix
2 42 (2.18%) 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
1 824 (42.81%) Data Pipeline
2 753 (39.12%) Data Engineering
3 665 (34.55%) Data Modelling
4 664 (34.49%) ETL
5 648 (33.66%) Analytics
6 453 (23.53%) CI/CD
7 341 (17.71%) Agile
8 321 (16.68%) Migration
9 316 (16.42%) AI
10 307 (15.95%) DevOps
11 303 (15.74%) Business Intelligence
12 259 (13.45%) Data Transformation
13 257 (13.35%) Validation
14 250 (12.99%) Data Governance
15 249 (12.94%) Data Integration
16 200 (10.39%) Problem-Solving
17 188 (9.77%) Machine Learning
18 177 (9.19%) Data Science
19 176 (9.14%) Lakehouse
20 172 (8.94%) Decision-Making
Programming Languages
1 967 (50.23%) SQL
2 845 (43.90%) Python
3 104 (5.40%) Java
4 77 (4.00%) Scala
5 48 (2.49%) PL/SQL
6 34 (1.77%) T-SQL
7 31 (1.61%) Data Analysis Expressions
8 29 (1.51%) PowerShell
9 28 (1.45%) Shell Script
10 23 (1.19%) Bash
11 21 (1.09%) JavaScript
12 17 (0.88%) R
13 11 (0.57%) Bicep
14 10 (0.52%) Go
15 8 (0.42%) C#
16 7 (0.36%) TypeScript
17 5 (0.26%) Korn
18 3 (0.16%) COBOL
18 3 (0.16%) Kusto Query Language
19 2 (0.10%) Cypher
Qualifications
1 493 (25.61%) Security Cleared
2 422 (21.92%) SC Cleared
3 56 (2.91%) BPSS Clearance
4 42 (2.18%) Degree
5 36 (1.87%) DV Cleared
6 25 (1.30%) Azure Certification
7 20 (1.04%) Computer Science Degree
8 15 (0.78%) AWS Certification
9 9 (0.47%) AWS Certified Cloud Practitioner
10 8 (0.42%) DBS Check
10 8 (0.42%) Master's Degree
10 8 (0.42%) SnowPro
11 7 (0.36%) CISM
11 7 (0.36%) CISSP
12 5 (0.26%) CEH
13 4 (0.21%) City & Guilds
14 3 (0.16%) Microsoft Certification
15 2 (0.10%) CISA
16 1 (0.052%) PMI Certification
16 1 (0.052%) PMP
Quality Assurance & Compliance
1 486 (25.25%) Data Quality
2 76 (3.95%) QA
3 34 (1.77%) GDPR
4 16 (0.83%) Accessibility
5 9 (0.47%) SLA
6 8 (0.42%) 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%) GRC
10 2 (0.10%) SNOMED CT
11 1 (0.052%) Government Security Classifications
11 1 (0.052%) IFRS
11 1 (0.052%) IFRS 9
11 1 (0.052%) NIST
11 1 (0.052%) PMO
11 1 (0.052%) SOC 2
System Software
1 106 (5.51%) Docker
2 3 (0.16%) Active Directory
3 1 (0.052%) HDFS
3 1 (0.052%) RACF
3 1 (0.052%) Virtual Machines
Systems Management
1 88 (4.57%) Kubernetes
2 36 (1.87%) Grafana
3 21 (1.09%) Ansible
4 14 (0.73%) Kibana
5 13 (0.68%) Control-M
6 5 (0.26%) Prometheus
7 2 (0.10%) logstash
7 2 (0.10%) Puppet
8 1 (0.052%) Progress Chef
Vendors
1 415 (21.56%) Databricks
2 245 (12.73%) Microsoft
3 163 (8.47%) Oracle
4 97 (5.04%) Informatica
5 87 (4.52%) Google
6 86 (4.47%) Talend
7 45 (2.34%) Denodo
8 36 (1.87%) Salesforce
9 28 (1.45%) Palantir
10 26 (1.35%) Foundry
10 26 (1.35%) SAP
11 21 (1.09%) Cisco
11 21 (1.09%) F5
12 15 (0.78%) Splunk
13 9 (0.47%) Bloomberg
13 9 (0.47%) OpenAI
14 8 (0.42%) Cloudera
14 8 (0.42%) IBM
14 8 (0.42%) Sage
15 7 (0.36%) Alteryx