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 17 March 2026.

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

6 months to
17 Mar 2026
Same period 2025 Same period 2024
Rank 74 76 97
Rank change year-on-year +2 +21 +18
Contract jobs requiring a Data Engineer 1,407 895 990
As % of all contract jobs in the UK 3.26% 3.05% 2.23%
As % of the Job Titles category 3.55% 3.28% 2.40%
Number of daily rates quoted 1,011 651 774
10th Percentile £363 £354 £300
25th Percentile £413 £419 £413
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -9.09%
75th Percentile £588 £600 £600
90th Percentile £663 £700 £688
UK excluding London median daily rate £470 £463 £450
% change year-on-year +1.62% +2.78% -12.62%
Number of hourly rates quoted 25 14 41
10th Percentile £41.00 £25.14 £31.25
25th Percentile £50.00 £26.27 £46.75
Median hourly rate £69.00 £53.75 £62.50
Median % change year-on-year +28.37% -14.00% -2.34%
75th Percentile £75.00 £78.40 £80.00
90th Percentile £85.60 £93.75 -
UK excluding London median hourly rate £69.00 £26.50 £75.00
% change year-on-year +160.38% -64.67% +20.00%

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 39,673 27,289 41,313
% of contract IT jobs with a recognized job title 91.89% 92.94% 92.87%
Number of daily rates quoted 24,785 17,711 27,109
10th Percentile £313 £300 £272
25th Percentile £410 £406 £406
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.11%
75th Percentile £613 £638 £638
90th Percentile £720 £738 £738
UK excluding London median daily rate £480 £475 £485
% change year-on-year +1.05% -2.06% -3.00%
Number of hourly rates quoted 2,471 884 2,499
10th Percentile £15.00 £15.25 £12.98
25th Percentile £19.00 £21.04 £16.25
Median hourly rate £35.71 £33.00 £32.90
Median % change year-on-year +8.21% +0.32% -22.60%
75th Percentile £65.00 £65.00 £59.95
90th Percentile £75.79 £77.41 £71.25
UK excluding London median hourly rate £35.00 £32.50 £32.70
% change year-on-year +7.69% -0.60% -19.44%

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 17 March 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 17 March 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 17 March 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 +8 1,227 £500 - 384
London +10 713 £520 -5.45% 152
UK excluding London 0 524 £470 +1.62% 297
Work from Home +5 438 £500 -1.23% 173
Midlands +15 215 £470 -1.05% 50
West Midlands +9 197 £481 -1.84% 40
North of England -14 159 £450 - 75
North West +3 95 £450 - 36
South East -32 57 £500 - 101
South West -6 50 £525 +5.00% 46
Yorkshire -30 47 £465 +3.33% 27
Scotland +5 45 £402 -8.11% 12
Wales -6 19 £418 -21.23% 5
East Midlands -25 18 £450 +20.40% 10
North East -7 17 £463 -7.50% 14
East of England -41 10 £565 +77.67% 13
Northern Ireland - 2 £420 -

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

For the 6 months to 17 March 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.

1 798 (56.72%) SQL
2 731 (51.95%) Python
3 613 (43.57%) Data Pipeline
4 583 (41.44%) ETL
5 576 (40.94%) Azure
6 555 (39.45%) Data Engineering
7 535 (38.02%) Analytics
8 483 (34.33%) Data Modelling
9 414 (29.42%) Databricks
10 403 (28.64%) Data Quality
11 392 (27.86%) AWS
11 392 (27.86%) Security Cleared
12 380 (27.01%) CI/CD
13 349 (24.80%) SC Cleared
14 318 (22.60%) Business Intelligence
15 284 (20.18%) DevOps
16 277 (19.69%) Agile
17 270 (19.19%) Data Warehouse
18 253 (17.98%) Power Platform
19 243 (17.27%) PySpark
20 236 (16.77%) Power BI
21 234 (16.63%) Azure Data Factory
22 223 (15.85%) Data Governance
23 221 (15.71%) Problem-Solving
24 193 (13.72%) Microsoft
25 188 (13.36%) Git
26 187 (13.29%) Data Science
27 169 (12.01%) Data Lake
28 166 (11.80%) AI
29 164 (11.66%) Snowflake

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
1 152 (10.80%) Apache Spark
2 133 (9.45%) Apache Airflow
3 93 (6.61%) Apache
4 56 (3.98%) SAS
5 27 (1.92%) Confluence
6 15 (1.07%) Palantir Foundry
7 7 (0.50%) Jupyter
8 5 (0.36%) Microsoft Exchange
9 4 (0.28%) Oracle Application Server
10 3 (0.21%) SharePoint
11 2 (0.14%) Apache Superset
11 2 (0.14%) Luigi
12 1 (0.071%) Apache Synapse
12 1 (0.071%) Appian
12 1 (0.071%) ArcGIS
12 1 (0.071%) Camunda
12 1 (0.071%) IIS
12 1 (0.071%) Oracle SOA Suite
Applications
1 12 (0.85%) Microsoft Excel
2 3 (0.21%) Chatbot
3 2 (0.14%) Microsoft Office
4 1 (0.071%) Microsoft PowerPoint
4 1 (0.071%) Spreadsheet
Business Applications
1 3 (0.21%) Aladdin
2 2 (0.14%) Dynamics CRM
2 2 (0.14%) Maximo
2 2 (0.14%) SAP BPC
3 1 (0.071%) Actimize
3 1 (0.071%) BambooHR
3 1 (0.071%) Elite 3E
3 1 (0.071%) iTrent
3 1 (0.071%) NEC Housing
3 1 (0.071%) Oracle 11i
3 1 (0.071%) Oracle BPM
3 1 (0.071%) Oracle ERP
3 1 (0.071%) SAP Business ByDesign
3 1 (0.071%) SimCorp Dimension
Cloud Services
1 576 (40.94%) Azure
2 392 (27.86%) AWS
3 253 (17.98%) Power Platform
4 234 (16.63%) Azure Data Factory
5 164 (11.66%) Snowflake
6 155 (11.02%) GCP
7 151 (10.73%) Azure Synapse Analytics
8 129 (9.17%) Amazon S3
9 128 (9.10%) dbt
10 114 (8.10%) GitHub
11 112 (7.96%) Serverless
12 105 (7.46%) Azure DevOps
13 75 (5.33%) AWS Lambda
14 51 (3.62%) GitHub Actions
15 44 (3.13%) AWS CloudFormation
16 29 (2.06%) AWS Step Functions
16 29 (2.06%) Matillion
17 26 (1.85%) Amazon EMR
18 23 (1.63%) SaaS
19 22 (1.56%) Amazon Kinesis
Communications & Networking
1 21 (1.49%) DNS
1 21 (1.49%) VPN
2 20 (1.42%) BGP
2 20 (1.42%) DMZ
2 20 (1.42%) Multicast
3 4 (0.28%) Firewall
3 4 (0.28%) Structured Cabling
4 3 (0.21%) SAN
5 1 (0.071%) 4G
5 1 (0.071%) 5G
5 1 (0.071%) MQTT
5 1 (0.071%) Network Security
5 1 (0.071%) Software-Defined Networking
5 1 (0.071%) TCP/IP
Database & Business Intelligence
1 270 (19.19%) Data Warehouse
2 236 (16.77%) Power BI
3 169 (12.01%) Data Lake
4 108 (7.68%) SQL Server
5 90 (6.40%) Delta Lake
6 85 (6.04%) BigQuery
7 82 (5.83%) Azure SQL Database
8 78 (5.54%) Amazon Redshift
9 76 (5.40%) Big Data
10 74 (5.26%) Metadata
11 72 (5.12%) PostgreSQL
12 66 (4.69%) Pentaho
13 65 (4.62%) SQL Server Integration Services
14 60 (4.26%) NoSQL
15 50 (3.55%) Snowflake Schema
15 50 (3.55%) Tableau
16 47 (3.34%) Amazon Athena
16 47 (3.34%) Relational Database
17 46 (3.27%) Hadoop
18 33 (2.35%) Star Schema
Development Applications
1 188 (13.36%) Git
2 68 (4.83%) JIRA
3 66 (4.69%) Jenkins
4 59 (4.19%) GitLab
5 21 (1.49%) MLflow
6 5 (0.36%) Bitbucket
7 4 (0.28%) DBeaver
7 4 (0.28%) Visual Studio
8 3 (0.21%) Cucumber
9 2 (0.14%) JMeter
9 2 (0.14%) JUnit
9 2 (0.14%) Selenium
9 2 (0.14%) SonarQube
9 2 (0.14%) Sonatype Nexus
9 2 (0.14%) Zephyr
10 1 (0.071%) Gradle
10 1 (0.071%) Maven
10 1 (0.071%) Mockito
10 1 (0.071%) Team Foundation Server
10 1 (0.071%) Terragrunt
General
1 225 (15.99%) Social Skills
2 209 (14.85%) Finance
3 156 (11.09%) Analytical Skills
4 122 (8.67%) Public Sector
5 66 (4.69%) Banking
6 39 (2.77%) Inclusion and Diversity
7 21 (1.49%) Investment Banking
8 17 (1.21%) Documentation Skills
8 17 (1.21%) Front Office
9 14 (1.00%) Pharmaceutical
10 13 (0.92%) Retail
11 12 (0.85%) Telecoms
12 11 (0.78%) Marketing
12 11 (0.78%) Publishing
13 10 (0.71%) Manufacturing
14 7 (0.50%) Military
15 6 (0.43%) Law
16 4 (0.28%) Back Office
16 4 (0.28%) Legal
16 4 (0.28%) Organisational Skills
Libraries, Frameworks & Software Standards
1 243 (17.27%) PySpark
2 144 (10.23%) Kafka
3 55 (3.91%) Pandas
4 30 (2.13%) JSON
5 29 (2.06%) REST
6 27 (1.92%) YAML
7 20 (1.42%) NumPy
8 19 (1.35%) Great Expectations
9 17 (1.21%) scikit-learn
9 17 (1.21%) XML
10 16 (1.14%) PyTorch
11 15 (1.07%) Matplotlib
12 13 (0.92%) Apache NiFi
12 13 (0.92%) Node.js
13 12 (0.85%) Keycloak
13 12 (0.85%) pytest
13 12 (0.85%) TensorFlow
14 10 (0.71%) React
15 9 (0.64%) GeoJSON
15 9 (0.64%) RESTful
Miscellaneous
1 107 (7.60%) Cloud Native
2 43 (3.06%) Legacy Systems
3 36 (2.56%) Data Structures
4 29 (2.06%) Product Ownership
5 20 (1.42%) Distributed Systems
5 20 (1.42%) Onboarding
6 18 (1.28%) Clustering
6 18 (1.28%) Data Protection Act
6 18 (1.28%) Hybrid Cloud
6 18 (1.28%) Reinsurance
7 17 (1.21%) Replication
8 16 (1.14%) Greenfield Project
9 12 (0.85%) Algorithms
9 12 (0.85%) Public Cloud
10 10 (0.71%) Self-Motivation
11 9 (0.64%) Distributed Computing
11 9 (0.64%) Life Science
11 9 (0.64%) NHS
11 9 (0.64%) Virtual Team
12 7 (0.50%) Management Information System
Operating Systems
1 25 (1.78%) Linux
2 23 (1.63%) Unix
3 3 (0.21%) Windows
4 2 (0.14%) Windows Server
5 1 (0.071%) VMS
Processes & Methodologies
1 613 (43.57%) Data Pipeline
2 583 (41.44%) ETL
3 555 (39.45%) Data Engineering
4 535 (38.02%) Analytics
5 483 (34.33%) Data Modelling
6 380 (27.01%) CI/CD
7 318 (22.60%) Business Intelligence
8 284 (20.18%) DevOps
9 277 (19.69%) Agile
10 223 (15.85%) Data Governance
11 221 (15.71%) Problem-Solving
12 187 (13.29%) Data Science
13 166 (11.80%) AI
14 163 (11.58%) Data Integration
15 150 (10.66%) Migration
16 149 (10.59%) Data Architecture
17 138 (9.81%) Machine Learning
18 136 (9.67%) Data Transformation
19 130 (9.24%) Infrastructure as Code
20 126 (8.96%) Performance Tuning
Programming Languages
1 798 (56.72%) SQL
2 731 (51.95%) Python
3 85 (6.04%) Java
4 82 (5.83%) Scala
5 36 (2.56%) Data Analysis Expressions
6 33 (2.35%) C#
7 32 (2.27%) T-SQL
8 27 (1.92%) Bash
9 26 (1.85%) PL/SQL
10 21 (1.49%) Bicep
11 19 (1.35%) PowerShell
12 17 (1.21%) R
12 17 (1.21%) Shell Script
13 15 (1.07%) Go
14 14 (1.00%) JavaScript
15 5 (0.36%) TypeScript
16 3 (0.21%) Korn
17 2 (0.14%) HiveQL
17 2 (0.14%) Ruby
17 2 (0.14%) VB
Qualifications
1 392 (27.86%) Security Cleared
2 349 (24.80%) SC Cleared
3 38 (2.70%) Degree
4 36 (2.56%) Azure Certification
5 27 (1.92%) BPSS Clearance
6 21 (1.49%) AWS Certification
7 18 (1.28%) DV Cleared
8 13 (0.92%) Computer Science Degree
9 7 (0.50%) Master's Degree
10 5 (0.36%) DBS Check
10 5 (0.36%) Microsoft Certification
11 4 (0.28%) CTC Cleared
12 3 (0.21%) IBM Certification
12 3 (0.21%) SnowPro
13 2 (0.14%) CISSP
13 2 (0.14%) Microsoft Certified Professional
14 1 (0.071%) CCIE
14 1 (0.071%) CCNP
14 1 (0.071%) Cisco Certification
14 1 (0.071%) CISM
Quality Assurance & Compliance
1 403 (28.64%) Data Quality
2 54 (3.84%) GDPR
3 38 (2.70%) QA
4 18 (1.28%) Accessibility
5 5 (0.36%) ISO/IEC 27001
6 4 (0.28%) HIPAA
6 4 (0.28%) SLA
7 3 (0.21%) FATCA
7 3 (0.21%) GMP
7 3 (0.21%) MiFID
7 3 (0.21%) NIST
8 2 (0.14%) Dodd-Frank
8 2 (0.14%) EMIR
8 2 (0.14%) EU AI Act
8 2 (0.14%) GRC
8 2 (0.14%) SOC 2
8 2 (0.14%) WCAG
9 1 (0.071%) Basel III
9 1 (0.071%) PCI DSS
9 1 (0.071%) Sarbanes-Oxley
System Software
1 93 (6.61%) Docker
2 7 (0.50%) Virtual Machines
3 2 (0.14%) Active Directory
3 2 (0.14%) HDFS
3 2 (0.14%) zsh
Systems Management
1 152 (10.80%) Terraform
2 100 (7.11%) Kubernetes
3 25 (1.78%) Grafana
4 13 (0.92%) Prometheus
5 9 (0.64%) Ansible
6 4 (0.28%) Kibana
6 4 (0.28%) Kubeflow
6 4 (0.28%) NetBackup
7 3 (0.21%) logstash
7 3 (0.21%) Puppet
7 3 (0.21%) Rancher
8 2 (0.14%) Apache Ranger
8 2 (0.14%) EMC NetWorker
8 2 (0.14%) Thomson Reuters DACS
8 2 (0.14%) Tivoli Storage Manager
9 1 (0.071%) Ambari
9 1 (0.071%) Control-M
9 1 (0.071%) Fluentd
9 1 (0.071%) QRadar
9 1 (0.071%) ZABBIX
Vendors
1 414 (29.42%) Databricks
2 193 (13.72%) Microsoft
3 108 (7.68%) Oracle
4 91 (6.47%) Talend
5 82 (5.83%) Informatica
6 59 (4.19%) Google
7 44 (3.13%) Denodo
8 25 (1.78%) Cisco
9 23 (1.63%) ServiceNow
10 22 (1.56%) F5
11 21 (1.49%) SAP
12 19 (1.35%) Foundry
12 19 (1.35%) Palantir
13 18 (1.28%) Cloudera
13 18 (1.28%) Splunk
14 16 (1.14%) IBM
15 10 (0.71%) Alteryx
16 7 (0.50%) MuleSoft
17 6 (0.43%) OpenAI
18 5 (0.36%) Virgin Media