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 2 April 2026.

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

6 months to
2 Apr 2026
Same period 2025 Same period 2024
Rank 71 81 102
Rank change year-on-year +10 +21 +6
Contract jobs requiring a Data Engineer 1,504 885 970
As % of all contract jobs in the UK 3.36% 3.05% 2.19%
As % of the Job Titles category 3.65% 3.28% 2.36%
Number of daily rates quoted 1,067 648 753
10th Percentile £363 £356 £285
25th Percentile £413 £419 £413
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -9.09%
75th Percentile £584 £600 £600
90th Percentile £653 £700 £688
UK excluding London median daily rate £473 £463 £457
% change year-on-year +2.16% +1.31% -11.19%
Number of hourly rates quoted 37 14 43
10th Percentile £19.34 £25.14 £31.25
25th Percentile £41.28 £26.27 £48.00
Median hourly rate £55.00 £47.50 £65.00
Median % change year-on-year +15.79% -26.92% +1.56%
75th Percentile £75.00 £74.38 £80.00
90th Percentile £83.40 £89.24 -
UK excluding London median hourly rate £52.50 £26.50 £75.00
% change year-on-year +98.11% -64.67% +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 41,235 26,984 41,032
% of contract IT jobs with a recognized job title 92.11% 92.84% 92.82%
Number of daily rates quoted 25,697 17,742 26,885
10th Percentile £313 £300 £275
25th Percentile £413 £406 £408
Median daily rate (50th Percentile) £500 £520 £525
Median % change year-on-year -3.80% -1.00% -3.67%
75th Percentile £613 £629 £638
90th Percentile £725 £738 £738
UK excluding London median daily rate £485 £475 £488
% change year-on-year +2.11% -2.56% -2.50%
Number of hourly rates quoted 2,576 945 2,527
10th Percentile £15.00 £15.07 £12.86
25th Percentile £19.75 £20.85 £16.25
Median hourly rate £38.63 £32.50 £32.90
Median % change year-on-year +18.86% -1.20% -25.00%
75th Percentile £65.00 £64.50 £60.00
90th Percentile £77.50 £76.25 £71.87
UK excluding London median hourly rate £40.00 £31.76 £33.00
% change year-on-year +25.94% -3.76% -21.25%

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 2 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 2 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 2 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 +12 1,325 £500 - 402
London +15 759 £525 -0.47% 158
UK excluding London +2 563 £473 +2.16% 308
Work from Home +8 453 £500 - 193
Midlands +17 238 £470 -1.05% 59
West Midlands +16 219 £484 +0.16% 45
North of England -17 169 £455 -0.27% 87
North West +4 103 £450 -2.70% 56
South East -32 66 £500 -0.50% 91
South West -6 52 £525 +5.00% 38
Yorkshire -31 50 £465 +3.33% 19
Scotland -2 40 £401 -8.34% 10
East Midlands -27 19 £450 +12.85% 14
Wales -5 17 £410 -21.90% 8
North East -11 16 £475 - 13
East of England -36 14 £565 +79.37% 17
Northern Ireland +2 3 £410 -18.00%

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

For the 6 months to 2 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.

1 838 (55.72%) SQL
2 754 (50.13%) Python
3 654 (43.48%) Data Pipeline
4 613 (40.76%) ETL
5 590 (39.23%) Data Engineering
6 580 (38.56%) Azure
7 575 (38.23%) Analytics
8 528 (35.11%) Data Modelling
9 434 (28.86%) Security Cleared
10 425 (28.26%) Data Quality
11 419 (27.86%) Databricks
12 411 (27.33%) AWS
13 395 (26.26%) CI/CD
14 390 (25.93%) SC Cleared
15 340 (22.61%) Business Intelligence
16 293 (19.48%) DevOps
17 288 (19.15%) Agile
18 274 (18.22%) Data Warehouse
19 268 (17.82%) Power Platform
20 252 (16.76%) Power BI
20 252 (16.76%) PySpark
21 246 (16.36%) Data Governance
22 229 (15.23%) Azure Data Factory
23 227 (15.09%) Problem-Solving
24 203 (13.50%) Microsoft
25 198 (13.16%) Git
26 181 (12.03%) Data Science
27 173 (11.50%) Snowflake
28 170 (11.30%) Data Integration
28 170 (11.30%) 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
1 151 (10.04%) Apache Spark
2 144 (9.57%) Apache Airflow
3 94 (6.25%) Apache
4 67 (4.45%) SAS
5 24 (1.60%) Confluence
6 13 (0.86%) Palantir Foundry
7 6 (0.40%) Jupyter
8 5 (0.33%) Microsoft Exchange
9 4 (0.27%) SharePoint
10 2 (0.13%) Apache Superset
10 2 (0.13%) Luigi
10 2 (0.13%) Oracle Application Server
11 1 (0.066%) Apache Synapse
11 1 (0.066%) Appian
11 1 (0.066%) ArcGIS
11 1 (0.066%) Camunda
11 1 (0.066%) R Markdown
Applications
1 16 (1.06%) Microsoft Excel
2 3 (0.20%) Chatbot
2 3 (0.20%) Spreadsheet
3 2 (0.13%) Microsoft Office
3 2 (0.13%) Notepad++
4 1 (0.066%) Microsoft PowerPoint
Business Applications
1 2 (0.13%) Aladdin
1 2 (0.13%) Dynamics CRM
1 2 (0.13%) Maximo
1 2 (0.13%) SAP BPC
2 1 (0.066%) Actimize
2 1 (0.066%) BambooHR
2 1 (0.066%) Elite 3E
2 1 (0.066%) iTrent
2 1 (0.066%) NEC Housing
2 1 (0.066%) Oracle 11i
2 1 (0.066%) Oracle ERP
2 1 (0.066%) SAP Business ByDesign
2 1 (0.066%) SimCorp Dimension
Cloud Services
1 580 (38.56%) Azure
2 411 (27.33%) AWS
3 268 (17.82%) Power Platform
4 229 (15.23%) Azure Data Factory
5 173 (11.50%) Snowflake
6 154 (10.24%) GCP
7 152 (10.11%) Azure Synapse Analytics
8 144 (9.57%) Amazon S3
9 142 (9.44%) dbt
10 123 (8.18%) GitHub
11 110 (7.31%) Azure DevOps
12 109 (7.25%) Serverless
13 77 (5.12%) AWS Lambda
14 52 (3.46%) GitHub Actions
15 43 (2.86%) AWS CloudFormation
16 29 (1.93%) AWS Step Functions
17 28 (1.86%) Matillion
18 25 (1.66%) Amazon EMR
19 24 (1.60%) Amazon Kinesis
20 23 (1.53%) Microsoft Purview
Communications & Networking
1 25 (1.66%) DNS
1 25 (1.66%) VPN
2 24 (1.60%) BGP
2 24 (1.60%) DMZ
2 24 (1.60%) Multicast
3 11 (0.73%) Structured Cabling
4 4 (0.27%) Firewall
5 3 (0.20%) SAN
6 2 (0.13%) PuTTY
6 2 (0.13%) WinSCP
7 1 (0.066%) 4G
7 1 (0.066%) 5G
7 1 (0.066%) Network Security
7 1 (0.066%) Software-Defined Networking
Database & Business Intelligence
1 274 (18.22%) Data Warehouse
2 252 (16.76%) Power BI
3 170 (11.30%) Data Lake
4 109 (7.25%) SQL Server
5 95 (6.32%) Delta Lake
6 89 (5.92%) BigQuery
7 83 (5.52%) Amazon Redshift
7 83 (5.52%) Azure SQL Database
8 82 (5.45%) Metadata
9 74 (4.92%) Pentaho
10 72 (4.79%) Big Data
11 68 (4.52%) PostgreSQL
12 59 (3.92%) SQL Server Integration Services
13 58 (3.86%) NoSQL
14 55 (3.66%) Snowflake Schema
14 55 (3.66%) Tableau
15 54 (3.59%) Amazon Athena
16 43 (2.86%) Relational Database
17 38 (2.53%) Hadoop
18 36 (2.39%) Star Schema
Development Applications
1 198 (13.16%) Git
2 72 (4.79%) JIRA
3 66 (4.39%) Jenkins
4 62 (4.12%) GitLab
5 21 (1.40%) MLflow
6 4 (0.27%) Bitbucket
7 2 (0.13%) DBeaver
7 2 (0.13%) JUnit
7 2 (0.13%) Selenium
7 2 (0.13%) SonarQube
7 2 (0.13%) Sonatype Nexus
7 2 (0.13%) Visual Studio
8 1 (0.066%) Cucumber
8 1 (0.066%) ER Studio
8 1 (0.066%) ERwin
8 1 (0.066%) Jaeger
8 1 (0.066%) Maven
8 1 (0.066%) Mockito
8 1 (0.066%) Team Foundation Server
8 1 (0.066%) Terragrunt
General
1 238 (15.82%) Social Skills
2 236 (15.69%) Finance
3 167 (11.10%) Analytical Skills
4 130 (8.64%) Public Sector
5 72 (4.79%) Banking
6 37 (2.46%) Inclusion and Diversity
7 21 (1.40%) Investment Banking
8 19 (1.26%) Telecoms
9 17 (1.13%) Documentation Skills
10 15 (1.00%) Retail
11 14 (0.93%) Front Office
11 14 (0.93%) Pharmaceutical
12 13 (0.86%) Marketing
13 11 (0.73%) Publishing
14 10 (0.66%) Manufacturing
15 9 (0.60%) Law
16 6 (0.40%) Military
17 5 (0.33%) Legal
18 4 (0.27%) Aerospace
18 4 (0.27%) Back Office
Libraries, Frameworks & Software Standards
1 252 (16.76%) PySpark
2 153 (10.17%) Kafka
3 57 (3.79%) Pandas
4 33 (2.19%) JSON
5 30 (1.99%) REST
6 29 (1.93%) YAML
7 23 (1.53%) Great Expectations
8 18 (1.20%) NumPy
9 17 (1.13%) XML
10 16 (1.06%) Node.js
10 16 (1.06%) scikit-learn
11 15 (1.00%) Matplotlib
12 14 (0.93%) PyTorch
12 14 (0.93%) React
13 12 (0.80%) pytest
14 11 (0.73%) Apache Beam
14 11 (0.73%) Keycloak
15 10 (0.66%) TensorFlow
16 9 (0.60%) Apache NiFi
16 9 (0.60%) GeoJSON
Miscellaneous
1 108 (7.18%) Cloud Native
2 47 (3.13%) Legacy Systems
3 35 (2.33%) Data Structures
4 32 (2.13%) Product Ownership
5 23 (1.53%) Distributed Systems
5 23 (1.53%) Onboarding
6 21 (1.40%) Clustering
7 20 (1.33%) Greenfield Project
8 18 (1.20%) Data Protection Act
9 16 (1.06%) Hybrid Cloud
9 16 (1.06%) Reinsurance
10 15 (1.00%) Replication
11 13 (0.86%) NHS
12 12 (0.80%) Public Cloud
13 10 (0.66%) Self-Motivation
14 9 (0.60%) Data Centre
14 9 (0.60%) Life Science
14 9 (0.60%) Virtual Team
15 8 (0.53%) Analytical Mindset
15 8 (0.53%) Reference Data
Operating Systems
1 29 (1.93%) Unix
2 23 (1.53%) Linux
3 4 (0.27%) Windows
4 2 (0.13%) Windows Server
5 1 (0.066%) VMS
Processes & Methodologies
1 654 (43.48%) Data Pipeline
2 613 (40.76%) ETL
3 590 (39.23%) Data Engineering
4 575 (38.23%) Analytics
5 528 (35.11%) Data Modelling
6 395 (26.26%) CI/CD
7 340 (22.61%) Business Intelligence
8 293 (19.48%) DevOps
9 288 (19.15%) Agile
10 246 (16.36%) Data Governance
11 227 (15.09%) Problem-Solving
12 181 (12.03%) Data Science
13 170 (11.30%) Data Integration
14 168 (11.17%) AI
15 165 (10.97%) Migration
16 152 (10.11%) Data Architecture
17 146 (9.71%) Validation
18 139 (9.24%) Data Transformation
18 139 (9.24%) Performance Tuning
19 133 (8.84%) Machine Learning
Programming Languages
1 838 (55.72%) SQL
2 754 (50.13%) Python
3 95 (6.32%) Java
4 78 (5.19%) Scala
5 38 (2.53%) Data Analysis Expressions
6 36 (2.39%) C#
7 32 (2.13%) T-SQL
8 30 (1.99%) PL/SQL
9 27 (1.80%) Bash
10 22 (1.46%) Bicep
10 22 (1.46%) Shell Script
11 20 (1.33%) PowerShell
12 19 (1.26%) R
13 14 (0.93%) Go
14 11 (0.73%) JavaScript
15 8 (0.53%) TypeScript
16 3 (0.20%) C
16 3 (0.20%) Korn
17 2 (0.13%) Ruby
17 2 (0.13%) VB
Qualifications
1 434 (28.86%) Security Cleared
2 390 (25.93%) SC Cleared
3 41 (2.73%) Degree
4 34 (2.26%) Azure Certification
5 29 (1.93%) BPSS Clearance
6 17 (1.13%) DV Cleared
7 16 (1.06%) AWS Certification
7 16 (1.06%) Computer Science Degree
8 8 (0.53%) Master's Degree
9 6 (0.40%) Microsoft Certification
10 5 (0.33%) BICSI Certification
10 5 (0.33%) City & Guilds
10 5 (0.33%) DBS Check
10 5 (0.33%) SnowPro
11 4 (0.27%) CTC Cleared
12 3 (0.20%) CISSP
12 3 (0.20%) IBM Certification
13 2 (0.13%) CISM
14 1 (0.066%) CISA
14 1 (0.066%) Cisco Certification
Quality Assurance & Compliance
1 425 (28.26%) Data Quality
2 55 (3.66%) GDPR
3 40 (2.66%) QA
4 18 (1.20%) Accessibility
5 7 (0.47%) SLA
6 5 (0.33%) ISO/IEC 27001
7 4 (0.27%) HIPAA
8 3 (0.20%) FATCA
8 3 (0.20%) GMP
8 3 (0.20%) MiFID
8 3 (0.20%) WCAG
9 2 (0.13%) Dodd-Frank
9 2 (0.13%) EMIR
9 2 (0.13%) GRC
9 2 (0.13%) SOC 2
10 1 (0.066%) Basel III
10 1 (0.066%) California Consumer Privacy Act
10 1 (0.066%) Disclosure Scotland
10 1 (0.066%) ISO 13485
10 1 (0.066%) PMO
System Software
1 105 (6.98%) Docker
2 9 (0.60%) Virtual Machines
3 2 (0.13%) Active Directory
3 2 (0.13%) HDFS
4 1 (0.066%) RACF
Systems Management
1 161 (10.70%) Terraform
2 105 (6.98%) Kubernetes
3 34 (2.26%) Grafana
4 15 (1.00%) Prometheus
5 10 (0.66%) Ansible
6 4 (0.27%) Kubeflow
6 4 (0.27%) NetBackup
7 3 (0.20%) Kibana
7 3 (0.20%) logstash
7 3 (0.20%) Rancher
8 2 (0.13%) Apache Ranger
8 2 (0.13%) EMC NetWorker
8 2 (0.13%) Puppet
8 2 (0.13%) Thomson Reuters DACS
8 2 (0.13%) Tivoli Storage Manager
9 1 (0.066%) Control-M
9 1 (0.066%) Fluentd
9 1 (0.066%) QRadar
Vendors
1 419 (27.86%) Databricks
2 203 (13.50%) Microsoft
3 111 (7.38%) Oracle
4 103 (6.85%) Talend
5 92 (6.12%) Informatica
6 65 (4.32%) Google
7 57 (3.79%) Denodo
8 29 (1.93%) Cisco
9 26 (1.73%) F5
10 25 (1.66%) ServiceNow
11 20 (1.33%) SAP
12 18 (1.20%) Cloudera
12 18 (1.20%) Splunk
13 17 (1.13%) IBM
14 16 (1.06%) Foundry
14 16 (1.06%) Palantir
15 10 (0.66%) Alteryx
16 8 (0.53%) MuleSoft
17 6 (0.40%) OpenAI
18 5 (0.33%) Virgin Media