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 21 April 2026.

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

6 months to
21 Apr 2026
Same period 2025 Same period 2024
Rank 65 79 100
Rank change year-on-year +14 +21 +9
Contract jobs requiring a Data Engineer 1,609 888 967
As % of all contract jobs in the UK 3.48% 3.02% 2.23%
As % of the Job Titles category 3.77% 3.26% 2.40%
Number of daily rates quoted 1,135 658 761
10th Percentile £368 £359 £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 £470 £473 £460
% change year-on-year -0.63% +2.83% -10.68%
Number of hourly rates quoted 46 11 45
10th Percentile £24.92 £25.25 £31.25
25th Percentile £41.28 £33.79 £49.25
Median hourly rate £53.50 £65.00 £65.00
Median % change year-on-year -17.69% - +1.56%
75th Percentile £75.00 £78.10 £80.00
90th Percentile £81.38 £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 42,695 27,272 40,291
% of contract IT jobs with a recognized job title 92.26% 92.61% 92.77%
Number of daily rates quoted 26,420 17,879 26,298
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 2,730 998 2,613
10th Percentile £15.00 £14.50 £12.86
25th Percentile £20.35 £19.00 £16.25
Median hourly rate £42.00 £30.45 £35.00
Median % change year-on-year +37.93% -13.00% -22.22%
75th Percentile £65.60 £63.75 £60.00
90th Percentile £77.50 £75.33 £72.50
UK excluding London median hourly rate £43.61 £29.80 £36.50
% change year-on-year +46.34% -18.36% -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 21 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 21 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 21 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 1,419 £500 - 364
London +22 796 £525 - 145
UK excluding London +18 624 £470 -0.63% 294
Work from Home +13 470 £500 - 171
Midlands +22 269 £469 -1.26% 45
West Midlands +20 251 £469 -1.68% 41
North of England -6 181 £465 +0.54% 83
North West -2 114 £450 -2.70% 57
South East -19 78 £500 - 84
South West -12 53 £523 +4.50% 34
Yorkshire -37 53 £465 +3.33% 20
Scotland -2 42 £402 -10.67% 16
Wales +3 20 £450 -10.45% 9
East Midlands -28 18 £498 +24.76% 4
East of England -31 16 £565 +79.37% 18
North East -15 14 £475 +5.56% 10
Northern Ireland +4 3 £410 -18.00% 8

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

For the 6 months to 21 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.

1 897 (55.75%) SQL
2 778 (48.35%) Python
3 678 (42.14%) Data Pipeline
4 632 (39.28%) ETL
5 611 (37.97%) Analytics
6 595 (36.98%) Data Engineering
7 589 (36.61%) Azure
8 553 (34.37%) Data Modelling
9 470 (29.21%) Security Cleared
10 438 (27.22%) Data Quality
11 432 (26.85%) AWS
12 426 (26.48%) Databricks
13 420 (26.10%) SC Cleared
14 406 (25.23%) CI/CD
15 355 (22.06%) Business Intelligence
16 311 (19.33%) Agile
17 292 (18.15%) DevOps
18 287 (17.84%) Data Warehouse
19 279 (17.34%) Power Platform
20 266 (16.53%) PySpark
21 263 (16.35%) Power BI
22 248 (15.41%) Data Governance
23 240 (14.92%) Azure Data Factory
24 229 (14.23%) Problem-Solving
25 210 (13.05%) Microsoft
26 197 (12.24%) Git
27 186 (11.56%) Data Science
28 185 (11.50%) Migration
29 179 (11.12%) Terraform
30 176 (10.94%) 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
1 161 (10.01%) Apache Spark
2 160 (9.94%) Apache Airflow
3 96 (5.97%) Apache
4 71 (4.41%) SAS
5 19 (1.18%) 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 (1.31%) Microsoft Excel
2 7 (0.44%) 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
1 589 (36.61%) Azure
2 432 (26.85%) AWS
3 279 (17.34%) Power Platform
4 240 (14.92%) Azure Data Factory
5 169 (10.50%) Snowflake
6 163 (10.13%) Azure Synapse Analytics
7 159 (9.88%) Amazon S3
8 152 (9.45%) GCP
9 143 (8.89%) dbt
10 120 (7.46%) GitHub
11 118 (7.33%) Azure DevOps
12 111 (6.90%) Serverless
13 89 (5.53%) AWS Lambda
14 54 (3.36%) GitHub Actions
15 45 (2.80%) AWS CloudFormation
16 31 (1.93%) Amazon EMR
17 28 (1.74%) AWS Step Functions
18 27 (1.68%) Matillion
19 25 (1.55%) Dagster
20 24 (1.49%) Microsoft Purview
Communications & Networking
1 27 (1.68%) DNS
1 27 (1.68%) VPN
2 26 (1.62%) BGP
2 26 (1.62%) DMZ
2 26 (1.62%) Multicast
3 10 (0.62%) Structured Cabling
4 7 (0.44%) PuTTY
4 7 (0.44%) WinSCP
5 3 (0.19%) Firewall
5 3 (0.19%) SAN
6 1 (0.062%) 4G
6 1 (0.062%) 5G
6 1 (0.062%) Network Security
6 1 (0.062%) Software-Defined Networking
Database & Business Intelligence
1 287 (17.84%) Data Warehouse
2 263 (16.35%) Power BI
3 174 (10.81%) Data Lake
4 117 (7.27%) SQL Server
5 104 (6.46%) Delta Lake
6 96 (5.97%) BigQuery
7 91 (5.66%) Metadata
8 87 (5.41%) Amazon Redshift
9 84 (5.22%) Azure SQL Database
10 79 (4.91%) Big Data
11 76 (4.72%) Pentaho
12 72 (4.47%) Tableau
13 69 (4.29%) PostgreSQL
14 66 (4.10%) NoSQL
15 63 (3.92%) Snowflake Schema
16 61 (3.79%) SQL Server Integration Services
17 57 (3.54%) Amazon Athena
18 49 (3.05%) Relational Database
19 39 (2.42%) Hadoop
20 37 (2.30%) Star Schema
Development Applications
1 197 (12.24%) Git
2 70 (4.35%) GitLab
3 69 (4.29%) JIRA
4 66 (4.10%) 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
1 260 (16.16%) Finance
2 244 (15.16%) Social Skills
3 177 (11.00%) Analytical Skills
4 135 (8.39%) Public Sector
5 79 (4.91%) Banking
6 35 (2.18%) Inclusion and Diversity
7 21 (1.31%) Investment Banking
7 21 (1.31%) Telecoms
8 20 (1.24%) Documentation Skills
9 16 (0.99%) Manufacturing
10 15 (0.93%) Pharmaceutical
10 15 (0.93%) Retail
11 14 (0.87%) Marketing
12 13 (0.81%) Front Office
13 11 (0.68%) Publishing
14 10 (0.62%) Aerospace
15 8 (0.50%) Law
16 6 (0.37%) Legal
16 6 (0.37%) Local Government
16 6 (0.37%) Military
Libraries, Frameworks & Software Standards
1 266 (16.53%) PySpark
2 152 (9.45%) Kafka
3 56 (3.48%) Pandas
4 36 (2.24%) JSON
5 31 (1.93%) REST
6 30 (1.86%) YAML
7 27 (1.68%) Great Expectations
8 18 (1.12%) XML
9 16 (0.99%) NumPy
9 16 (0.99%) scikit-learn
10 14 (0.87%) Apache Beam
10 14 (0.87%) Matplotlib
10 14 (0.87%) Node.js
10 14 (0.87%) PyTorch
10 14 (0.87%) React
11 12 (0.75%) Spring
11 12 (0.75%) Spring Boot
12 11 (0.68%) Apache Avro
12 11 (0.68%) pytest
13 10 (0.62%) TensorFlow
Miscellaneous
1 106 (6.59%) Cloud Native
2 46 (2.86%) Legacy Systems
3 38 (2.36%) Data Structures
4 33 (2.05%) Product Ownership
5 24 (1.49%) Distributed Systems
5 24 (1.49%) Greenfield Project
6 22 (1.37%) Onboarding
7 21 (1.31%) Clustering
8 18 (1.12%) Data Protection Act
9 16 (0.99%) Reinsurance
10 15 (0.93%) NHS
11 14 (0.87%) Replication
12 13 (0.81%) Hybrid Cloud
12 13 (0.81%) Self-Motivation
13 12 (0.75%) Public Cloud
14 8 (0.50%) Analytical Mindset
14 8 (0.50%) Life Science
14 8 (0.50%) Linux Command Line
14 8 (0.50%) Reference Data
14 8 (0.50%) Virtual Team
Operating Systems
1 46 (2.86%) Unix
2 35 (2.18%) Linux
3 4 (0.25%) Windows
4 2 (0.12%) Windows Server
5 1 (0.062%) VMS
Processes & Methodologies
1 678 (42.14%) Data Pipeline
2 632 (39.28%) ETL
3 611 (37.97%) Analytics
4 595 (36.98%) Data Engineering
5 553 (34.37%) Data Modelling
6 406 (25.23%) CI/CD
7 355 (22.06%) Business Intelligence
8 311 (19.33%) Agile
9 292 (18.15%) DevOps
10 248 (15.41%) Data Governance
11 229 (14.23%) Problem-Solving
12 186 (11.56%) Data Science
13 185 (11.50%) Migration
14 176 (10.94%) Data Integration
15 175 (10.88%) AI
16 155 (9.63%) Data Architecture
17 154 (9.57%) Validation
18 144 (8.95%) Infrastructure as Code
19 137 (8.51%) Data Transformation
20 134 (8.33%) Machine Learning
Programming Languages
1 897 (55.75%) SQL
2 778 (48.35%) Python
3 108 (6.71%) Java
4 87 (5.41%) Scala
5 39 (2.42%) C#
6 37 (2.30%) Data Analysis Expressions
7 34 (2.11%) PL/SQL
7 34 (2.11%) T-SQL
8 29 (1.80%) Shell Script
9 25 (1.55%) Bash
10 21 (1.31%) Bicep
11 19 (1.18%) PowerShell
11 19 (1.18%) R
12 18 (1.12%) JavaScript
13 12 (0.75%) Go
14 8 (0.50%) TypeScript
15 3 (0.19%) C
16 2 (0.12%) C++
16 2 (0.12%) Perl
16 2 (0.12%) VB
Qualifications
1 470 (29.21%) Security Cleared
2 420 (26.10%) SC Cleared
3 43 (2.67%) Degree
4 35 (2.18%) BPSS Clearance
5 34 (2.11%) Azure Certification
6 17 (1.06%) Computer Science Degree
7 16 (0.99%) AWS Certification
8 14 (0.87%) DV Cleared
9 8 (0.50%) Master's Degree
10 7 (0.44%) 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 4 (0.25%) CTC Cleared
14 3 (0.19%) CISSP
14 3 (0.19%) IBM Certification
15 2 (0.12%) CISM
16 1 (0.062%) CISA
16 1 (0.062%) ITIL Certification
Quality Assurance & Compliance
1 438 (27.22%) Data Quality
2 54 (3.36%) GDPR
3 43 (2.67%) QA
4 19 (1.18%) 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
11 1 (0.062%) Basel III
11 1 (0.062%) Disclosure Scotland
11 1 (0.062%) Government Security Classifications
11 1 (0.062%) ISO 13485
11 1 (0.062%) NIST
11 1 (0.062%) PCI DSS
11 1 (0.062%) PMO
11 1 (0.062%) SOC 2
System Software
1 114 (7.09%) 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
1 179 (11.12%) Terraform
2 100 (6.22%) Kubernetes
3 44 (2.73%) Grafana
4 16 (0.99%) Prometheus
5 11 (0.68%) Kibana
6 9 (0.56%) Ansible
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
1 426 (26.48%) Databricks
2 210 (13.05%) Microsoft
3 129 (8.02%) Oracle
4 109 (6.77%) Talend
5 101 (6.28%) Informatica
6 62 (3.85%) Google
7 58 (3.60%) Denodo
8 31 (1.93%) Cisco
9 28 (1.74%) F5
10 26 (1.62%) Splunk
11 24 (1.49%) ServiceNow
12 23 (1.43%) SAP
13 17 (1.06%) IBM
14 16 (0.99%) Cloudera
15 14 (0.87%) Foundry
15 14 (0.87%) Palantir
16 11 (0.68%) Alteryx
17 8 (0.50%) MuleSoft
18 6 (0.37%) OpenAI
19 5 (0.31%) Sage