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 April 2026.

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

6 months to
22 Apr 2026
Same period 2025 Same period 2024
Rank 64 82 100
Rank change year-on-year +18 +18 +10
Contract jobs requiring a Data Engineer 1,619 888 966
As % of all contract jobs in the UK 3.49% 3.01% 2.22%
As % of the Job Titles category 3.78% 3.25% 2.40%
Number of daily rates quoted 1,142 659 760
10th Percentile £369 £358 £263
25th Percentile £413 £425 £413
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -9.09%
75th Percentile £581 £600 £600
90th Percentile £650 £700 £688
UK excluding London median daily rate £475 £471 £460
% change year-on-year +0.85% +2.39% -10.68%
Number of hourly rates quoted 47 11 45
10th Percentile £26.03 £25.25 £31.25
25th Percentile £41.28 £33.79 £49.25
Median hourly rate £52.50 £65.00 £65.00
Median % change year-on-year -19.23% - +1.56%
75th Percentile £75.00 £78.10 £80.00
90th Percentile £80.90 £93.75 -
UK excluding London median hourly rate £52.50 £26.93 £75.00
% change year-on-year +94.99% -64.10% +72.41%

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 42,785 27,291 40,291
% of contract IT jobs with a recognized job title 92.29% 92.62% 92.77%
Number of daily rates quoted 26,469 17,875 26,294
10th Percentile £313 £300 £275
25th Percentile £413 £406 £409
Median daily rate (50th Percentile) £500 £515 £525
Median % change year-on-year -2.91% -1.90% -2.78%
75th Percentile £613 £625 £638
90th Percentile £725 £738 £748
UK excluding London median daily rate £488 £475 £493
% change year-on-year +2.63% -3.65% -1.40%
Number of hourly rates quoted 2,747 1,005 2,616
10th Percentile £15.00 £14.41 £12.86
25th Percentile £20.35 £18.87 £16.25
Median hourly rate £42.25 £30.20 £35.00
Median % change year-on-year +39.90% -13.71% -22.22%
75th Percentile £65.74 £63.75 £60.00
90th Percentile £78.10 £75.40 £72.50
UK excluding London median hourly rate £43.85 £29.23 £36.50
% change year-on-year +50.00% -19.92% -15.12%

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 April 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 April 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 22 April 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 +14 1,427 £500 - 411
London +19 795 £525 - 169
UK excluding London +26 633 £475 +0.85% 321
Work from Home +16 474 £500 - 200
Midlands +23 270 £469 -1.26% 51
West Midlands +23 252 £469 -1.68% 45
North of England -12 183 £468 +1.08% 93
North West -1 115 £465 +0.54% 55
South East -10 82 £500 +2.56% 85
South West -18 55 £513 +2.60% 39
Yorkshire -28 54 £465 +3.33% 21
Scotland -2 43 £411 -8.67% 17
Wales +4 20 £450 -10.45% 11
East Midlands -29 18 £498 +24.76% 6
East of England -31 16 £565 +79.37% 20
North East -20 14 £475 +5.56% 20
Northern Ireland +2 3 £410 -18.00% 8

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

For the 6 months to 22 April 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.

1 896 (55.34%) SQL
2 774 (47.81%) Python
3 681 (42.06%) Data Pipeline
4 633 (39.10%) ETL
5 613 (37.86%) Analytics
6 597 (36.87%) Data Engineering
7 593 (36.63%) Azure
8 556 (34.34%) Data Modelling
9 474 (29.28%) Security Cleared
10 441 (27.24%) Data Quality
11 432 (26.68%) AWS
12 427 (26.37%) Databricks
13 424 (26.19%) SC Cleared
14 406 (25.08%) CI/CD
15 353 (21.80%) Business Intelligence
16 314 (19.39%) Agile
17 296 (18.28%) DevOps
18 287 (17.73%) Data Warehouse
19 278 (17.17%) Power Platform
20 268 (16.55%) PySpark
21 262 (16.18%) Power BI
22 249 (15.38%) Data Governance
23 241 (14.89%) Azure Data Factory
24 233 (14.39%) Problem-Solving
25 214 (13.22%) Microsoft
26 198 (12.23%) Git
27 193 (11.92%) Migration
28 185 (11.43%) Data Science
29 182 (11.24%) Terraform
30 177 (10.93%) Data Integration

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
1 164 (10.13%) Apache Spark
2 160 (9.88%) Apache Airflow
3 98 (6.05%) Apache
4 71 (4.39%) SAS
5 19 (1.17%) Confluence
6 11 (0.68%) Palantir Foundry
7 9 (0.56%) Jupyter
8 5 (0.31%) Microsoft Exchange
9 4 (0.25%) SharePoint
10 2 (0.12%) Apache Superset
10 2 (0.12%) Luigi
11 1 (0.062%) Apache Synapse
11 1 (0.062%) Appian
11 1 (0.062%) Camunda
11 1 (0.062%) R Markdown
Applications
1 21 (1.30%) Microsoft Excel
2 7 (0.43%) Notepad++
3 4 (0.25%) Chatbot
4 3 (0.19%) Spreadsheet
5 1 (0.062%) Microsoft Office
Business Applications
1 2 (0.12%) Aladdin
1 2 (0.12%) BambooHR
1 2 (0.12%) Dynamics CRM
1 2 (0.12%) Maximo
1 2 (0.12%) SAP BPC
2 1 (0.062%) Actimize
2 1 (0.062%) Elite 3E
2 1 (0.062%) iTrent
2 1 (0.062%) NEC Housing
2 1 (0.062%) Oracle 11i
2 1 (0.062%) Oracle EBS
2 1 (0.062%) Oracle ERP
2 1 (0.062%) SAP Business ByDesign
2 1 (0.062%) SAP S/4HANA
2 1 (0.062%) SimCorp Dimension
Cloud Services
1 593 (36.63%) Azure
2 432 (26.68%) AWS
3 278 (17.17%) Power Platform
4 241 (14.89%) Azure Data Factory
5 168 (10.38%) Snowflake
6 163 (10.07%) Azure Synapse Analytics
7 157 (9.70%) Amazon S3
8 152 (9.39%) GCP
9 145 (8.96%) dbt
10 122 (7.54%) Azure DevOps
11 117 (7.23%) GitHub
12 110 (6.79%) Serverless
13 88 (5.44%) AWS Lambda
14 52 (3.21%) GitHub Actions
15 45 (2.78%) AWS CloudFormation
16 31 (1.91%) Amazon EMR
17 28 (1.73%) AWS Step Functions
18 27 (1.67%) Matillion
19 25 (1.54%) Microsoft Purview
20 24 (1.48%) Dagster
Communications & Networking
1 29 (1.79%) DNS
1 29 (1.79%) VPN
2 28 (1.73%) BGP
2 28 (1.73%) DMZ
2 28 (1.73%) Multicast
3 10 (0.62%) Structured Cabling
4 7 (0.43%) PuTTY
4 7 (0.43%) WinSCP
5 5 (0.31%) Firewall
6 3 (0.19%) SAN
7 1 (0.062%) 4G
7 1 (0.062%) 5G
7 1 (0.062%) Network Security
7 1 (0.062%) Software-Defined Networking
Database & Business Intelligence
1 287 (17.73%) Data Warehouse
2 262 (16.18%) Power BI
3 175 (10.81%) Data Lake
4 118 (7.29%) SQL Server
5 104 (6.42%) Delta Lake
6 95 (5.87%) BigQuery
7 90 (5.56%) Metadata
8 87 (5.37%) Amazon Redshift
9 83 (5.13%) Azure SQL Database
10 81 (5.00%) Big Data
11 77 (4.76%) Pentaho
12 72 (4.45%) Tableau
13 69 (4.26%) PostgreSQL
14 68 (4.20%) NoSQL
15 62 (3.83%) Snowflake Schema
16 61 (3.77%) SQL Server Integration Services
17 57 (3.52%) Amazon Athena
18 50 (3.09%) Relational Database
19 41 (2.53%) Hadoop
20 37 (2.29%) Star Schema
Development Applications
1 198 (12.23%) Git
2 72 (4.45%) JIRA
3 69 (4.26%) GitLab
4 65 (4.01%) Jenkins
5 20 (1.24%) MLflow
6 4 (0.25%) Bitbucket
7 2 (0.12%) JUnit
7 2 (0.12%) Selenium
7 2 (0.12%) SonarQube
7 2 (0.12%) Sonatype Nexus
7 2 (0.12%) Visual Studio
8 1 (0.062%) Cucumber
8 1 (0.062%) ER Studio
8 1 (0.062%) ERwin
8 1 (0.062%) Jaeger
8 1 (0.062%) Maven
8 1 (0.062%) Mockito
8 1 (0.062%) Poetry
8 1 (0.062%) Team Foundation Server
8 1 (0.062%) Terragrunt
General
1 259 (16.00%) Finance
2 246 (15.19%) Social Skills
3 181 (11.18%) Analytical Skills
4 135 (8.34%) Public Sector
5 82 (5.06%) Banking
6 35 (2.16%) Inclusion and Diversity
7 22 (1.36%) Investment Banking
8 21 (1.30%) Telecoms
9 20 (1.24%) Documentation Skills
10 16 (0.99%) Manufacturing
11 15 (0.93%) Pharmaceutical
11 15 (0.93%) Retail
12 14 (0.86%) Marketing
13 13 (0.80%) Front Office
14 12 (0.74%) Aerospace
15 11 (0.68%) Publishing
16 8 (0.49%) Law
17 6 (0.37%) Legal
17 6 (0.37%) Local Government
17 6 (0.37%) Military
Libraries, Frameworks & Software Standards
1 268 (16.55%) PySpark
2 151 (9.33%) Kafka
3 56 (3.46%) Pandas
4 35 (2.16%) JSON
5 31 (1.91%) REST
6 30 (1.85%) YAML
7 26 (1.61%) Great Expectations
8 18 (1.11%) XML
9 16 (0.99%) NumPy
9 16 (0.99%) scikit-learn
10 14 (0.86%) Apache Beam
10 14 (0.86%) Matplotlib
10 14 (0.86%) Node.js
10 14 (0.86%) PyTorch
11 13 (0.80%) React
12 12 (0.74%) Spring
12 12 (0.74%) Spring Boot
13 11 (0.68%) Apache Avro
13 11 (0.68%) pytest
14 10 (0.62%) TensorFlow
Miscellaneous
1 106 (6.55%) Cloud Native
2 46 (2.84%) Legacy Systems
3 38 (2.35%) Data Structures
4 33 (2.04%) Product Ownership
5 25 (1.54%) Distributed Systems
6 24 (1.48%) Greenfield Project
7 23 (1.42%) Clustering
8 22 (1.36%) Onboarding
9 18 (1.11%) Data Protection Act
10 16 (0.99%) Reinsurance
11 15 (0.93%) NHS
12 14 (0.86%) Replication
12 14 (0.86%) Self-Motivation
13 12 (0.74%) Hybrid Cloud
13 12 (0.74%) Public Cloud
14 8 (0.49%) Analytical Mindset
14 8 (0.49%) Life Science
14 8 (0.49%) Linux Command Line
14 8 (0.49%) Reference Data
14 8 (0.49%) Virtual Team
Operating Systems
1 45 (2.78%) Unix
2 35 (2.16%) Linux
3 4 (0.25%) Windows
4 2 (0.12%) Windows Server
5 1 (0.062%) VMS
Processes & Methodologies
1 681 (42.06%) Data Pipeline
2 633 (39.10%) ETL
3 613 (37.86%) Analytics
4 597 (36.87%) Data Engineering
5 556 (34.34%) Data Modelling
6 406 (25.08%) CI/CD
7 353 (21.80%) Business Intelligence
8 314 (19.39%) Agile
9 296 (18.28%) DevOps
10 249 (15.38%) Data Governance
11 233 (14.39%) Problem-Solving
12 193 (11.92%) Migration
13 185 (11.43%) Data Science
14 177 (10.93%) Data Integration
15 175 (10.81%) AI
16 156 (9.64%) Validation
17 152 (9.39%) Data Architecture
18 144 (8.89%) Infrastructure as Code
19 139 (8.59%) Data Transformation
20 135 (8.34%) Machine Learning
Programming Languages
1 896 (55.34%) SQL
2 774 (47.81%) Python
3 107 (6.61%) Java
4 87 (5.37%) Scala
5 39 (2.41%) C#
6 37 (2.29%) Data Analysis Expressions
7 34 (2.10%) PL/SQL
7 34 (2.10%) T-SQL
8 29 (1.79%) Shell Script
9 25 (1.54%) Bash
10 21 (1.30%) Bicep
11 19 (1.17%) PowerShell
11 19 (1.17%) R
12 18 (1.11%) JavaScript
13 11 (0.68%) Go
14 8 (0.49%) TypeScript
15 3 (0.19%) C
16 2 (0.12%) C++
16 2 (0.12%) Perl
16 2 (0.12%) VB
Qualifications
1 474 (29.28%) Security Cleared
2 424 (26.19%) SC Cleared
3 43 (2.66%) Degree
4 35 (2.16%) BPSS Clearance
5 33 (2.04%) Azure Certification
6 17 (1.05%) Computer Science Degree
7 16 (0.99%) AWS Certification
8 14 (0.86%) DV Cleared
9 8 (0.49%) Master's Degree
10 7 (0.43%) SnowPro
11 6 (0.37%) DBS Check
11 6 (0.37%) Microsoft Certification
12 5 (0.31%) BICSI Certification
12 5 (0.31%) City & Guilds
13 3 (0.19%) CISSP
13 3 (0.19%) CTC Cleared
13 3 (0.19%) IBM Certification
14 2 (0.12%) CISM
15 1 (0.062%) CISA
15 1 (0.062%) ITIL Certification
Quality Assurance & Compliance
1 441 (27.24%) Data Quality
2 54 (3.34%) GDPR
3 43 (2.66%) QA
4 19 (1.17%) Accessibility
5 9 (0.56%) SLA
6 6 (0.37%) FATCA
7 5 (0.31%) ISO/IEC 27001
8 4 (0.25%) WCAG
9 3 (0.19%) GMP
9 3 (0.19%) HIPAA
10 2 (0.12%) GRC
10 2 (0.12%) MiFID
10 2 (0.12%) SNOMED CT
11 1 (0.062%) Basel III
11 1 (0.062%) California Consumer Privacy Act
11 1 (0.062%) Disclosure Scotland
11 1 (0.062%) Government Security Classifications
11 1 (0.062%) ISO 13485
11 1 (0.062%) PCI DSS
11 1 (0.062%) Sarbanes-Oxley
System Software
1 114 (7.04%) Docker
2 6 (0.37%) Virtual Machines
3 2 (0.12%) Active Directory
3 2 (0.12%) HDFS
4 1 (0.062%) RACF
Systems Management
1 182 (11.24%) Terraform
2 99 (6.11%) Kubernetes
3 43 (2.66%) Grafana
4 15 (0.93%) Prometheus
5 13 (0.80%) Ansible
6 11 (0.68%) Kibana
7 4 (0.25%) Kubeflow
8 3 (0.19%) logstash
8 3 (0.19%) Rancher
9 2 (0.12%) Apache Ranger
9 2 (0.12%) EMC NetWorker
9 2 (0.12%) Thomson Reuters DACS
9 2 (0.12%) Tivoli Storage Manager
10 1 (0.062%) Control-M
10 1 (0.062%) Fluentd
10 1 (0.062%) NetBackup
10 1 (0.062%) Puppet
10 1 (0.062%) QRadar
Vendors
1 427 (26.37%) Databricks
2 214 (13.22%) Microsoft
3 130 (8.03%) Oracle
4 110 (6.79%) Talend
5 101 (6.24%) Informatica
6 62 (3.83%) Google
7 57 (3.52%) Denodo
8 33 (2.04%) Cisco
9 30 (1.85%) F5
10 26 (1.61%) Splunk
11 24 (1.48%) ServiceNow
12 23 (1.42%) SAP
13 19 (1.17%) IBM
14 16 (0.99%) Cloudera
15 14 (0.86%) Foundry
15 14 (0.86%) Palantir
16 11 (0.68%) Alteryx
17 8 (0.49%) MuleSoft
18 6 (0.37%) InterSystems
18 6 (0.37%) OpenAI