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 20 May 2026.

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

6 months to
20 May 2026
Same period 2025 Same period 2024
Rank 60 86 103
Rank change year-on-year +26 +17 +8
Contract jobs requiring a Data Engineer 1,732 827 924
As % of all contract jobs in the UK 3.60% 2.84% 2.17%
As % of the Job Titles category 3.90% 3.07% 2.34%
Number of daily rates quoted 1,210 621 712
10th Percentile £375 £358 £199
25th Percentile £420 £423 £406
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -9.09%
75th Percentile £588 £588 £595
90th Percentile £651 £700 £675
UK excluding London median daily rate £470 £460 £450
% change year-on-year +2.17% +2.22% -14.29%
Number of hourly rates quoted 54 10 45
10th Percentile £19.34 £47.95 £31.25
25th Percentile £41.28 £54.69 £49.25
Median hourly rate £52.50 £70.00 £65.00
Median % change year-on-year -25.00% +7.69% -13.91%
75th Percentile £74.13 £79.68 £80.00
90th Percentile £77.80 £93.75 -
UK excluding London median hourly rate £50.00 £78.70 £75.00
% change year-on-year -36.47% +4.93% -0.66%

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 44,449 26,943 39,487
% of contract IT jobs with a recognized job title 92.32% 92.37% 92.79%
Number of daily rates quoted 27,215 17,536 25,722
10th Percentile £325 £293 £280
25th Percentile £413 £406 £410
Median daily rate (50th Percentile) £513 £510 £525
Median % change year-on-year +0.49% -2.86% -3.23%
75th Percentile £615 £625 £638
90th Percentile £725 £738 £750
UK excluding London median daily rate £500 £475 £490
% change year-on-year +5.26% -3.06% -2.00%
Number of hourly rates quoted 2,895 1,057 2,674
10th Percentile £15.00 £14.00 £12.83
25th Percentile £20.31 £18.13 £16.30
Median hourly rate £42.69 £28.00 £36.50
Median % change year-on-year +52.45% -23.29% -18.89%
75th Percentile £66.13 £61.25 £61.30
90th Percentile £77.80 £75.00 £72.90
UK excluding London median hourly rate £44.00 £27.00 £40.00
% change year-on-year +62.96% -32.50% -5.88%

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 20 May 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 20 May 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 20 May 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 +27 1,519 £500 - 341
London +26 843 £525 - 108
UK excluding London +42 695 £470 +2.17% 310
Work from Home +22 508 £500 - 179
Midlands +37 291 £469 +1.96% 45
West Midlands +41 272 £468 -1.53% 31
North of England -11 191 £465 +0.54% 85
North West +7 125 £490 +4.53% 33
South East -11 94 £500 +8.11% 100
South West -5 69 £500 - 37
Scotland +5 56 £460 +2.22% 10
Yorkshire -31 51 £465 +3.33% 29
Wales +4 20 £475 +130.23% 20
East Midlands -22 19 £475 +15.85% 14
East of England -28 16 £565 +79.37% 9
North East -25 15 £463 +8.82% 25
Northern Ireland 0 3 £410 -18.00% 6

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

For the 6 months to 20 May 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.

1 934 (53.93%) SQL
2 799 (46.13%) Python
3 719 (41.51%) Data Pipeline
4 660 (38.11%) ETL
5 651 (37.59%) Analytics
6 631 (36.43%) Data Engineering
7 598 (34.53%) Azure
8 587 (33.89%) Data Modelling
9 512 (29.56%) Security Cleared
10 459 (26.50%) SC Cleared
11 456 (26.33%) AWS
12 441 (25.46%) Data Quality
13 423 (24.42%) Databricks
14 407 (23.50%) CI/CD
15 373 (21.54%) Business Intelligence
16 319 (18.42%) Agile
17 302 (17.44%) DevOps
18 298 (17.21%) Power Platform
19 295 (17.03%) Data Warehouse
20 283 (16.34%) Power BI
21 270 (15.59%) PySpark
22 247 (14.26%) Azure Data Factory
23 244 (14.09%) Data Governance
24 230 (13.28%) Problem-Solving
25 226 (13.05%) Microsoft
26 216 (12.47%) Migration
27 199 (11.49%) AI
28 196 (11.32%) Data Integration
28 196 (11.32%) Git
29 184 (10.62%) Data Lake

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
1 168 (9.70%) Apache Spark
2 154 (8.89%) Apache Airflow
3 102 (5.89%) Apache
4 76 (4.39%) SAS
5 35 (2.02%) Confluence
6 12 (0.69%) Palantir Foundry
7 8 (0.46%) Jupyter
8 5 (0.29%) Microsoft Exchange
9 4 (0.23%) SharePoint
10 2 (0.12%) Luigi
11 1 (0.058%) Apache Superset
11 1 (0.058%) Appian
11 1 (0.058%) Camunda
11 1 (0.058%) R Markdown
Applications
1 18 (1.04%) Microsoft Excel
2 7 (0.40%) Notepad++
3 4 (0.23%) Spreadsheet
4 2 (0.12%) Chatbot
5 1 (0.058%) Microsoft Office
Business Applications
1 7 (0.40%) Aladdin
2 3 (0.17%) SimCorp Dimension
3 2 (0.12%) BambooHR
3 2 (0.12%) Dynamics CRM
3 2 (0.12%) SAP BPC
3 2 (0.12%) SAP S/4HANA
4 1 (0.058%) Actimize
4 1 (0.058%) Elite 3E
4 1 (0.058%) Infor LN
4 1 (0.058%) iTrent
4 1 (0.058%) NEC Housing
4 1 (0.058%) Oracle 11i
4 1 (0.058%) Oracle Assets
4 1 (0.058%) Oracle EBS
4 1 (0.058%) Oracle ERP
4 1 (0.058%) Raiser’s Edge
4 1 (0.058%) SAP Business ByDesign
Cloud Services
1 598 (34.53%) Azure
2 456 (26.33%) AWS
3 298 (17.21%) Power Platform
4 247 (14.26%) Azure Data Factory
5 169 (9.76%) Azure Synapse Analytics
5 169 (9.76%) Snowflake
6 155 (8.95%) GCP
7 153 (8.83%) Amazon S3
8 142 (8.20%) dbt
9 133 (7.68%) Azure DevOps
10 116 (6.70%) GitHub
11 109 (6.29%) Serverless
12 87 (5.02%) AWS Lambda
13 50 (2.89%) GitHub Actions
14 36 (2.08%) AWS CloudFormation
15 33 (1.91%) Amazon EMR
16 29 (1.67%) Amazon Kinesis
16 29 (1.67%) Matillion
17 25 (1.44%) OpenShift
18 24 (1.39%) Microsoft Purview
Communications & Networking
1 33 (1.91%) DNS
1 33 (1.91%) VPN
2 32 (1.85%) BGP
2 32 (1.85%) DMZ
2 32 (1.85%) Multicast
3 10 (0.58%) Structured Cabling
4 7 (0.40%) PuTTY
4 7 (0.40%) WinSCP
5 4 (0.23%) Firewall
6 2 (0.12%) Wi-Fi
6 2 (0.12%) Wireless
7 1 (0.058%) 4G
7 1 (0.058%) 5G
7 1 (0.058%) MQTT
7 1 (0.058%) Network Security
7 1 (0.058%) Software-Defined Networking
Database & Business Intelligence
1 295 (17.03%) Data Warehouse
2 283 (16.34%) Power BI
3 184 (10.62%) Data Lake
4 126 (7.27%) SQL Server
5 107 (6.18%) Delta Lake
6 97 (5.60%) Metadata
7 93 (5.37%) BigQuery
8 92 (5.31%) Big Data
9 85 (4.91%) Amazon Redshift
10 82 (4.73%) Azure SQL Database
11 80 (4.62%) Pentaho
12 71 (4.10%) PostgreSQL
13 69 (3.98%) Tableau
14 68 (3.93%) NoSQL
15 67 (3.87%) Snowflake Schema
16 62 (3.58%) SQL Server Integration Services
17 58 (3.35%) Amazon Athena
18 52 (3.00%) Relational Database
19 42 (2.42%) Hadoop
20 37 (2.14%) Star Schema
Development Applications
1 196 (11.32%) Git
2 82 (4.73%) JIRA
3 77 (4.45%) GitLab
4 56 (3.23%) Jenkins
5 16 (0.92%) MLflow
6 4 (0.23%) Bitbucket
7 2 (0.12%) Artifactory
7 2 (0.12%) SonarQube
7 2 (0.12%) Sonatype Nexus
7 2 (0.12%) SQL Server Management Studio (SSMS)
7 2 (0.12%) Visual Studio
8 1 (0.058%) ER Studio
8 1 (0.058%) ERwin
8 1 (0.058%) Jaeger
8 1 (0.058%) JUnit
8 1 (0.058%) Poetry
8 1 (0.058%) Postman
8 1 (0.058%) Selenium
8 1 (0.058%) Terragrunt
General
1 280 (16.17%) Finance
2 254 (14.67%) Social Skills
3 189 (10.91%) Analytical Skills
4 137 (7.91%) Public Sector
5 90 (5.20%) Banking
6 30 (1.73%) Inclusion and Diversity
7 27 (1.56%) Investment Banking
8 22 (1.27%) Documentation Skills
9 21 (1.21%) Telecoms
10 20 (1.15%) Marketing
11 18 (1.04%) Retail
12 16 (0.92%) Manufacturing
13 15 (0.87%) Front Office
13 15 (0.87%) Pharmaceutical
14 14 (0.81%) Aerospace
15 11 (0.64%) Publishing
16 7 (0.40%) Law
16 7 (0.40%) Military
17 6 (0.35%) Local Government
18 5 (0.29%) Legal
Libraries, Frameworks & Software Standards
1 270 (15.59%) PySpark
2 162 (9.35%) Kafka
3 53 (3.06%) Pandas
4 31 (1.79%) JSON
5 28 (1.62%) REST
6 25 (1.44%) Great Expectations
6 25 (1.44%) YAML
7 22 (1.27%) Spring
7 22 (1.27%) Spring Boot
8 17 (0.98%) Apache Beam
9 13 (0.75%) Apache Avro
9 13 (0.75%) Matplotlib
9 13 (0.75%) PyTorch
9 13 (0.75%) scikit-learn
9 13 (0.75%) XML
10 12 (0.69%) Node.js
10 12 (0.69%) React
11 10 (0.58%) NumPy
12 9 (0.52%) HTML
12 9 (0.52%) pytest
Miscellaneous
1 123 (7.10%) Cloud Native
2 45 (2.60%) Data Structures
3 44 (2.54%) Legacy Systems
4 30 (1.73%) Product Ownership
5 29 (1.67%) Distributed Systems
6 28 (1.62%) Greenfield Project
7 21 (1.21%) Clustering
7 21 (1.21%) Onboarding
8 18 (1.04%) Reinsurance
9 17 (0.98%) Data Protection Act
10 14 (0.81%) NHS
10 14 (0.81%) Replication
11 12 (0.69%) Distributed Computing
11 12 (0.69%) Self-Motivation
12 10 (0.58%) Public Cloud
12 10 (0.58%) Reference Data
13 9 (0.52%) AI Agents
13 9 (0.52%) Derivative
14 8 (0.46%) Analytical Mindset
14 8 (0.46%) Data Centre
Operating Systems
1 52 (3.00%) Unix
2 36 (2.08%) Linux
3 4 (0.23%) Windows
4 2 (0.12%) VMS
4 2 (0.12%) Windows Server
5 1 (0.058%) Ubuntu
Processes & Methodologies
1 719 (41.51%) Data Pipeline
2 660 (38.11%) ETL
3 651 (37.59%) Analytics
4 631 (36.43%) Data Engineering
5 587 (33.89%) Data Modelling
6 407 (23.50%) CI/CD
7 373 (21.54%) Business Intelligence
8 319 (18.42%) Agile
9 302 (17.44%) DevOps
10 244 (14.09%) Data Governance
11 230 (13.28%) Problem-Solving
12 216 (12.47%) Migration
13 199 (11.49%) AI
14 196 (11.32%) Data Integration
15 177 (10.22%) Validation
16 173 (9.99%) Data Science
17 142 (8.20%) Data Transformation
17 142 (8.20%) Decision-Making
18 140 (8.08%) Data Architecture
19 133 (7.68%) Infrastructure as Code
Programming Languages
1 934 (53.93%) SQL
2 799 (46.13%) Python
3 116 (6.70%) Java
4 87 (5.02%) Scala
5 43 (2.48%) PL/SQL
5 43 (2.48%) T-SQL
6 38 (2.19%) Data Analysis Expressions
7 36 (2.08%) C#
8 29 (1.67%) Shell Script
9 27 (1.56%) Bash
10 21 (1.21%) Bicep
11 17 (0.98%) R
12 16 (0.92%) JavaScript
12 16 (0.92%) PowerShell
13 9 (0.52%) Go
14 7 (0.40%) TypeScript
15 3 (0.17%) C
16 2 (0.12%) C++
16 2 (0.12%) Perl
16 2 (0.12%) Ruby
Qualifications
1 512 (29.56%) Security Cleared
2 459 (26.50%) SC Cleared
3 45 (2.60%) Degree
4 36 (2.08%) BPSS Clearance
5 31 (1.79%) Azure Certification
6 17 (0.98%) DV Cleared
7 16 (0.92%) Computer Science Degree
8 9 (0.52%) DBS Check
8 9 (0.52%) Master's Degree
9 8 (0.46%) AWS Certification
10 7 (0.40%) City & Guilds
11 6 (0.35%) Microsoft Certification
11 6 (0.35%) SnowPro
12 5 (0.29%) BICSI Certification
13 3 (0.17%) CISSP
13 3 (0.17%) IBM Certification
14 2 (0.12%) CISM
14 2 (0.12%) CTC Cleared
15 1 (0.058%) CISA
15 1 (0.058%) Cisco Certification
Quality Assurance & Compliance
1 441 (25.46%) Data Quality
2 54 (3.12%) QA
3 53 (3.06%) GDPR
4 17 (0.98%) Accessibility
5 9 (0.52%) FATCA
5 9 (0.52%) SLA
6 6 (0.35%) ISO/IEC 27001
7 5 (0.29%) MiFID
7 5 (0.29%) Sarbanes-Oxley
8 3 (0.17%) GMP
8 3 (0.17%) HIPAA
8 3 (0.17%) WCAG
9 2 (0.12%) EMIR
9 2 (0.12%) GRC
9 2 (0.12%) SNOMED CT
10 1 (0.058%) California Consumer Privacy Act
10 1 (0.058%) Disclosure Scotland
10 1 (0.058%) Government Security Classifications
10 1 (0.058%) IFRS 17
10 1 (0.058%) ISO 13485
System Software
1 107 (6.18%) Docker
2 5 (0.29%) Virtual Machines
3 2 (0.12%) Active Directory
3 2 (0.12%) HDFS
4 1 (0.058%) RACF
Systems Management
1 177 (10.22%) Terraform
2 91 (5.25%) Kubernetes
3 54 (3.12%) Grafana
4 14 (0.81%) Prometheus
5 13 (0.75%) Ansible
6 10 (0.58%) Kibana
7 3 (0.17%) logstash
7 3 (0.17%) Rancher
8 2 (0.12%) Apache Ranger
8 2 (0.12%) Thomson Reuters DACS
9 1 (0.058%) Control-M
9 1 (0.058%) Fluentd
9 1 (0.058%) Kubeflow
9 1 (0.058%) NetBackup
9 1 (0.058%) Puppet
9 1 (0.058%) QRadar
Vendors
1 423 (24.42%) Databricks
2 226 (13.05%) Microsoft
3 141 (8.14%) Oracle
4 115 (6.64%) Informatica
5 110 (6.35%) Talend
6 64 (3.70%) Denodo
7 61 (3.52%) Google
8 35 (2.02%) Cisco
9 34 (1.96%) F5
10 26 (1.50%) SAP
10 26 (1.50%) Splunk
11 22 (1.27%) ServiceNow
12 17 (0.98%) Cloudera
13 15 (0.87%) Foundry
13 15 (0.87%) IBM
14 14 (0.81%) Alteryx
15 13 (0.75%) Palantir
16 9 (0.52%) Dynatrace
17 8 (0.46%) InterSystems
17 8 (0.46%) MuleSoft