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 14 April 2026.

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

6 months to
14 Apr 2026
Same period 2025 Same period 2024
Rank 66 79 99
Rank change year-on-year +13 +20 +12
Contract jobs requiring a Data Engineer 1,576 883 972
As % of all contract jobs in the UK 3.45% 3.02% 2.23%
As % of the Job Titles category 3.74% 3.26% 2.41%
Number of daily rates quoted 1,114 648 763
10th Percentile £363 £356 £281
25th Percentile £413 £420 £413
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -9.09%
75th Percentile £582 £600 £600
90th Percentile £650 £700 £688
UK excluding London median daily rate £470 £463 £453
% change year-on-year +1.62% +2.10% -11.61%
Number of hourly rates quoted 42 14 46
10th Percentile £20.46 £25.14 £31.25
25th Percentile £41.28 £26.27 £49.25
Median hourly rate £53.50 £47.50 £66.25
Median % change year-on-year +12.63% -28.30% +3.52%
75th Percentile £75.00 £74.38 £80.00
90th Percentile £78.60 £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 42,188 27,123 40,371
% of contract IT jobs with a recognized job title 92.27% 92.63% 92.76%
Number of daily rates quoted 26,193 17,821 26,390
10th Percentile £313 £300 £275
25th Percentile £413 £407 £409
Median daily rate (50th Percentile) £500 £520 £525
Median % change year-on-year -3.80% -1.00% -2.78%
75th Percentile £613 £628 £638
90th Percentile £725 £738 £745
UK excluding London median daily rate £488 £475 £490
% change year-on-year +2.63% -3.06% -2.00%
Number of hourly rates quoted 2,670 980 2,573
10th Percentile £15.00 £14.83 £12.86
25th Percentile £20.09 £19.91 £16.25
Median hourly rate £41.53 £31.42 £35.00
Median % change year-on-year +32.16% -10.22% -22.22%
75th Percentile £65.25 £63.75 £60.00
90th Percentile £78.03 £75.58 £72.43
UK excluding London median hourly rate £42.50 £30.00 £35.00
% change year-on-year +41.67% -14.29% -17.38%

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 14 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 14 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 14 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 +18 1,390 £500 - 375
London +19 787 £525 - 152
UK excluding London +16 601 £470 +1.62% 273
Work from Home +6 465 £500 - 169
Midlands +21 259 £469 -1.37% 45
West Midlands +17 239 £469 -1.63% 40
North of England -11 177 £459 +0.55% 98
North West +5 110 £450 -2.70% 61
South East -21 72 £500 -0.50% 75
South West -11 53 £523 +4.50% 26
Yorkshire -34 51 £465 +3.33% 28
Scotland -6 40 £401 -10.89% 9
East Midlands -25 20 £455 +14.11% 5
Wales -4 19 £425 -15.42% 5
North East -17 16 £475 +5.56% 13
East of England -29 16 £565 +79.37% 17
Northern Ireland +1 3 £410 -18.00% 1

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

For the 6 months to 14 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.

1 874 (55.46%) SQL
2 770 (48.86%) Python
3 670 (42.51%) Data Pipeline
4 630 (39.97%) ETL
5 606 (38.45%) Analytics
6 591 (37.50%) Data Engineering
7 587 (37.25%) Azure
8 546 (34.64%) Data Modelling
9 456 (28.93%) Security Cleared
10 434 (27.54%) Data Quality
11 426 (27.03%) Databricks
12 422 (26.78%) AWS
13 407 (25.82%) SC Cleared
14 406 (25.76%) CI/CD
15 356 (22.59%) Business Intelligence
16 301 (19.10%) Agile
17 296 (18.78%) DevOps
18 291 (18.46%) Data Warehouse
19 276 (17.51%) Power Platform
20 260 (16.50%) Power BI
21 257 (16.31%) PySpark
22 247 (15.67%) Data Governance
23 236 (14.97%) Azure Data Factory
24 230 (14.59%) Problem-Solving
25 208 (13.20%) Microsoft
26 202 (12.82%) Git
27 189 (11.99%) Data Science
28 177 (11.23%) Migration
29 175 (11.10%) Snowflake
30 173 (10.98%) 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
1 155 (9.84%) Apache Spark
2 151 (9.58%) Apache Airflow
3 95 (6.03%) Apache
4 73 (4.63%) SAS
5 20 (1.27%) Confluence
6 13 (0.82%) Palantir Foundry
7 8 (0.51%) Jupyter
8 5 (0.32%) Microsoft Exchange
9 4 (0.25%) SharePoint
10 2 (0.13%) Apache Superset
10 2 (0.13%) Luigi
11 1 (0.063%) Apache Synapse
11 1 (0.063%) Appian
11 1 (0.063%) ArcGIS
11 1 (0.063%) Camunda
11 1 (0.063%) Oracle Application Server
11 1 (0.063%) R Markdown
Applications
1 19 (1.21%) Microsoft Excel
2 7 (0.44%) Notepad++
3 4 (0.25%) Chatbot
4 3 (0.19%) Spreadsheet
5 1 (0.063%) Microsoft Office
Business Applications
1 2 (0.13%) Aladdin
1 2 (0.13%) BambooHR
1 2 (0.13%) Dynamics CRM
1 2 (0.13%) Maximo
1 2 (0.13%) SAP BPC
2 1 (0.063%) Actimize
2 1 (0.063%) Elite 3E
2 1 (0.063%) iTrent
2 1 (0.063%) NEC Housing
2 1 (0.063%) Oracle 11i
2 1 (0.063%) Oracle EBS
2 1 (0.063%) Oracle ERP
2 1 (0.063%) SAP Business ByDesign
2 1 (0.063%) SAP S/4HANA
2 1 (0.063%) SimCorp Dimension
Cloud Services
1 587 (37.25%) Azure
2 422 (26.78%) AWS
3 276 (17.51%) Power Platform
4 236 (14.97%) Azure Data Factory
5 175 (11.10%) Snowflake
6 159 (10.09%) Azure Synapse Analytics
7 154 (9.77%) Amazon S3
8 151 (9.58%) GCP
9 142 (9.01%) dbt
10 122 (7.74%) GitHub
11 116 (7.36%) Azure DevOps
12 111 (7.04%) Serverless
13 84 (5.33%) AWS Lambda
14 54 (3.43%) GitHub Actions
15 44 (2.79%) AWS CloudFormation
16 30 (1.90%) AWS Step Functions
17 27 (1.71%) Amazon EMR
17 27 (1.71%) Matillion
18 24 (1.52%) Amazon Kinesis
19 23 (1.46%) Dagster
Communications & Networking
1 27 (1.71%) DNS
1 27 (1.71%) VPN
2 26 (1.65%) BGP
2 26 (1.65%) DMZ
2 26 (1.65%) Multicast
3 12 (0.76%) Structured Cabling
4 7 (0.44%) PuTTY
4 7 (0.44%) WinSCP
5 4 (0.25%) Firewall
6 3 (0.19%) SAN
7 1 (0.063%) 4G
7 1 (0.063%) 5G
7 1 (0.063%) Network Security
7 1 (0.063%) Software-Defined Networking
Database & Business Intelligence
1 291 (18.46%) Data Warehouse
2 260 (16.50%) Power BI
3 173 (10.98%) Data Lake
4 115 (7.30%) SQL Server
5 101 (6.41%) Delta Lake
6 92 (5.84%) BigQuery
7 88 (5.58%) Amazon Redshift
7 88 (5.58%) Metadata
8 84 (5.33%) Azure SQL Database
9 74 (4.70%) Big Data
10 72 (4.57%) Pentaho
11 66 (4.19%) PostgreSQL
12 65 (4.12%) Tableau
13 60 (3.81%) NoSQL
13 60 (3.81%) SQL Server Integration Services
14 59 (3.74%) Snowflake Schema
15 58 (3.68%) Amazon Athena
16 49 (3.11%) Relational Database
17 39 (2.47%) Hadoop
18 36 (2.28%) Star Schema
Development Applications
1 202 (12.82%) Git
2 72 (4.57%) JIRA
3 66 (4.19%) GitLab
4 65 (4.12%) Jenkins
5 20 (1.27%) MLflow
6 4 (0.25%) Bitbucket
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 (0.063%) Cucumber
8 1 (0.063%) DBeaver
8 1 (0.063%) ER Studio
8 1 (0.063%) ERwin
8 1 (0.063%) Jaeger
8 1 (0.063%) Maven
8 1 (0.063%) Mockito
8 1 (0.063%) Team Foundation Server
8 1 (0.063%) Terragrunt
General
1 252 (15.99%) Finance
2 248 (15.74%) Social Skills
3 168 (10.66%) Analytical Skills
4 133 (8.44%) Public Sector
5 75 (4.76%) Banking
6 38 (2.41%) Inclusion and Diversity
7 21 (1.33%) Investment Banking
7 21 (1.33%) Telecoms
8 18 (1.14%) Documentation Skills
9 15 (0.95%) Retail
10 14 (0.89%) Manufacturing
11 13 (0.82%) Marketing
11 13 (0.82%) Pharmaceutical
12 12 (0.76%) Front Office
12 12 (0.76%) Publishing
13 9 (0.57%) Law
14 6 (0.38%) Aerospace
14 6 (0.38%) Legal
14 6 (0.38%) Military
15 4 (0.25%) Corporate Banking
Libraries, Frameworks & Software Standards
1 257 (16.31%) PySpark
2 153 (9.71%) Kafka
3 57 (3.62%) Pandas
4 36 (2.28%) JSON
5 31 (1.97%) REST
6 30 (1.90%) YAML
7 24 (1.52%) Great Expectations
8 18 (1.14%) XML
9 17 (1.08%) NumPy
10 16 (1.02%) scikit-learn
11 15 (0.95%) Matplotlib
12 14 (0.89%) Apache Beam
12 14 (0.89%) Node.js
12 14 (0.89%) PyTorch
13 13 (0.82%) React
14 11 (0.70%) Apache Avro
14 11 (0.70%) pytest
14 11 (0.70%) Spring
14 11 (0.70%) Spring Boot
15 10 (0.63%) Keycloak
Miscellaneous
1 104 (6.60%) Cloud Native
2 45 (2.86%) Legacy Systems
3 37 (2.35%) Data Structures
4 28 (1.78%) Product Ownership
5 24 (1.52%) Distributed Systems
5 24 (1.52%) Onboarding
6 22 (1.40%) Clustering
7 21 (1.33%) Greenfield Project
8 17 (1.08%) Data Protection Act
9 16 (1.02%) Reinsurance
10 15 (0.95%) NHS
10 15 (0.95%) Replication
11 14 (0.89%) Hybrid Cloud
12 12 (0.76%) Public Cloud
13 11 (0.70%) Self-Motivation
14 9 (0.57%) Data Centre
14 9 (0.57%) Virtual Team
15 8 (0.51%) Analytical Mindset
15 8 (0.51%) Life Science
15 8 (0.51%) Linux Command Line
Operating Systems
1 42 (2.66%) Unix
2 31 (1.97%) Linux
3 4 (0.25%) Windows
4 2 (0.13%) Windows Server
5 1 (0.063%) VMS
Processes & Methodologies
1 670 (42.51%) Data Pipeline
2 630 (39.97%) ETL
3 606 (38.45%) Analytics
4 591 (37.50%) Data Engineering
5 546 (34.64%) Data Modelling
6 406 (25.76%) CI/CD
7 356 (22.59%) Business Intelligence
8 301 (19.10%) Agile
9 296 (18.78%) DevOps
10 247 (15.67%) Data Governance
11 230 (14.59%) Problem-Solving
12 189 (11.99%) Data Science
13 177 (11.23%) Migration
14 173 (10.98%) Data Integration
15 172 (10.91%) AI
16 156 (9.90%) Data Architecture
17 152 (9.64%) Validation
18 141 (8.95%) Performance Tuning
19 139 (8.82%) Data Transformation
20 136 (8.63%) Infrastructure as Code
Programming Languages
1 874 (55.46%) SQL
2 770 (48.86%) Python
3 101 (6.41%) Java
4 84 (5.33%) Scala
5 39 (2.47%) Data Analysis Expressions
6 38 (2.41%) C#
7 34 (2.16%) PL/SQL
8 32 (2.03%) T-SQL
9 28 (1.78%) Shell Script
10 26 (1.65%) Bash
11 22 (1.40%) Bicep
12 21 (1.33%) PowerShell
13 19 (1.21%) R
14 13 (0.82%) Go
14 13 (0.82%) JavaScript
15 7 (0.44%) TypeScript
16 3 (0.19%) C
16 3 (0.19%) Korn
17 2 (0.13%) Ruby
17 2 (0.13%) VB
Qualifications
1 456 (28.93%) Security Cleared
2 407 (25.82%) SC Cleared
3 42 (2.66%) Degree
4 34 (2.16%) Azure Certification
5 32 (2.03%) BPSS Clearance
6 17 (1.08%) Computer Science Degree
7 16 (1.02%) AWS Certification
8 15 (0.95%) DV Cleared
9 8 (0.51%) Master's Degree
10 6 (0.38%) DBS Check
10 6 (0.38%) Microsoft Certification
10 6 (0.38%) SnowPro
11 5 (0.32%) BICSI Certification
11 5 (0.32%) City & Guilds
12 4 (0.25%) CTC Cleared
13 3 (0.19%) CISSP
13 3 (0.19%) IBM Certification
14 2 (0.13%) CISM
15 1 (0.063%) CISA
15 1 (0.063%) Numerate Degree
Quality Assurance & Compliance
1 434 (27.54%) Data Quality
2 55 (3.49%) GDPR
3 41 (2.60%) QA
4 18 (1.14%) Accessibility
5 8 (0.51%) SLA
6 5 (0.32%) ISO/IEC 27001
7 3 (0.19%) FATCA
7 3 (0.19%) GMP
7 3 (0.19%) HIPAA
7 3 (0.19%) WCAG
8 2 (0.13%) GRC
8 2 (0.13%) MiFID
9 1 (0.063%) Basel III
9 1 (0.063%) California Consumer Privacy Act
9 1 (0.063%) Disclosure Scotland
9 1 (0.063%) GxP
9 1 (0.063%) ISO 13485
9 1 (0.063%) PCI DSS
9 1 (0.063%) PMO
9 1 (0.063%) Sarbanes-Oxley
System Software
1 108 (6.85%) Docker
2 9 (0.57%) Virtual Machines
3 2 (0.13%) Active Directory
3 2 (0.13%) HDFS
4 1 (0.063%) RACF
Systems Management
1 170 (10.79%) Terraform
2 103 (6.54%) Kubernetes
3 38 (2.41%) Grafana
4 16 (1.02%) Prometheus
5 7 (0.44%) Ansible
6 6 (0.38%) Kibana
7 4 (0.25%) Kubeflow
8 3 (0.19%) logstash
8 3 (0.19%) Rancher
9 2 (0.13%) Apache Ranger
9 2 (0.13%) EMC NetWorker
9 2 (0.13%) Thomson Reuters DACS
9 2 (0.13%) Tivoli Storage Manager
10 1 (0.063%) Control-M
10 1 (0.063%) Fluentd
10 1 (0.063%) NetBackup
10 1 (0.063%) Puppet
10 1 (0.063%) QRadar
Vendors
1 426 (27.03%) Databricks
2 208 (13.20%) Microsoft
3 123 (7.80%) Oracle
4 103 (6.54%) Talend
5 98 (6.22%) Informatica
6 62 (3.93%) Google
7 61 (3.87%) Denodo
8 31 (1.97%) Cisco
9 28 (1.78%) F5
10 24 (1.52%) ServiceNow
11 22 (1.40%) SAP
12 21 (1.33%) Splunk
13 18 (1.14%) IBM
14 16 (1.02%) Cloudera
14 16 (1.02%) Foundry
14 16 (1.02%) Palantir
15 10 (0.63%) Alteryx
16 8 (0.51%) MuleSoft
17 7 (0.44%) OpenAI
18 5 (0.32%) Virgin Media