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 15 April 2026.

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

6 months to
15 Apr 2026
Same period 2025 Same period 2024
Rank 65 84 98
Rank change year-on-year +19 +14 +13
Contract jobs requiring a Data Engineer 1,589 889 972
As % of all contract jobs in the UK 3.47% 3.03% 2.23%
As % of the Job Titles category 3.76% 3.28% 2.41%
Number of daily rates quoted 1,124 653 763
10th Percentile £364 £356 £281
25th Percentile £413 £420 £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 £469 £463 £453
% change year-on-year +1.50% +2.10% -11.61%
Number of hourly rates quoted 45 14 46
10th Percentile £23.80 £25.14 £31.25
25th Percentile £41.28 £26.27 £49.25
Median hourly rate £54.50 £47.50 £66.25
Median % change year-on-year +14.74% -28.30% +3.52%
75th Percentile £75.00 £74.38 £80.00
90th Percentile £81.85 £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 42,306 27,128 40,399
% of contract IT jobs with a recognized job title 92.26% 92.60% 92.77%
Number of daily rates quoted 26,259 17,804 26,404
10th Percentile £313 £300 £275
25th Percentile £413 £406 £409
Median daily rate (50th Percentile) £500 £518 £525
Median % change year-on-year -3.38% -1.43% -2.78%
75th Percentile £613 £627 £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 2,679 980 2,578
10th Percentile £15.00 £14.65 £12.86
25th Percentile £20.26 £19.25 £16.25
Median hourly rate £41.86 £31.42 £35.00
Median % change year-on-year +33.20% -10.22% -22.22%
75th Percentile £65.25 £63.75 £60.00
90th Percentile £78.25 £75.58 £72.47
UK excluding London median hourly rate £42.69 £30.00 £35.00
% change year-on-year +42.28% -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 15 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 15 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 15 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 1,401 £500 - 389
London +18 790 £525 - 166
UK excluding London +17 610 £469 +1.50% 275
Work from Home +12 468 £500 - 171
Midlands +24 263 £469 -1.26% 48
West Midlands +17 243 £469 -1.68% 42
North of England -13 177 £459 +0.55% 95
North West -1 110 £450 -2.70% 65
South East -14 77 £500 - 71
South West -8 52 £520 +4.00% 30
Yorkshire -26 52 £465 +3.33% 23
Scotland -3 41 £401 -10.89% 9
East Midlands -22 20 £455 +14.11% 6
Wales -2 19 £425 -15.42% 6
East of England -29 16 £565 +79.37% 18
North East -19 15 £463 +2.78% 11
Northern Ireland +1 3 £410 -18.00% 1

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

For the 6 months to 15 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.

1 886 (55.76%) SQL
2 774 (48.71%) Python
3 672 (42.29%) Data Pipeline
4 634 (39.90%) ETL
5 606 (38.14%) Analytics
6 590 (37.13%) Data Engineering
7 584 (36.75%) Azure
8 551 (34.68%) Data Modelling
9 463 (29.14%) Security Cleared
10 434 (27.31%) Data Quality
11 429 (27.00%) AWS
12 422 (26.56%) Databricks
13 412 (25.93%) SC Cleared
14 408 (25.68%) CI/CD
15 353 (22.22%) Business Intelligence
16 309 (19.45%) Agile
17 294 (18.50%) DevOps
18 288 (18.12%) Data Warehouse
19 275 (17.31%) Power Platform
20 259 (16.30%) Power BI
21 256 (16.11%) PySpark
22 247 (15.54%) Data Governance
23 234 (14.73%) Azure Data Factory
23 234 (14.73%) Problem-Solving
24 208 (13.09%) Microsoft
25 199 (12.52%) Git
26 193 (12.15%) Data Science
27 179 (11.26%) Migration
28 176 (11.08%) Data Integration
29 174 (10.95%) AI

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 (10.13%) Apache Spark
2 158 (9.94%) Apache Airflow
3 94 (5.92%) Apache
4 73 (4.59%) SAS
5 20 (1.26%) Confluence
6 13 (0.82%) Palantir Foundry
7 8 (0.50%) Jupyter
8 5 (0.31%) 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 (1.20%) 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
1 584 (36.75%) Azure
2 429 (27.00%) AWS
3 275 (17.31%) Power Platform
4 234 (14.73%) Azure Data Factory
5 171 (10.76%) Snowflake
6 160 (10.07%) Amazon S3
7 158 (9.94%) Azure Synapse Analytics
8 154 (9.69%) GCP
9 144 (9.06%) dbt
10 119 (7.49%) GitHub
11 113 (7.11%) Azure DevOps
11 113 (7.11%) Serverless
12 90 (5.66%) AWS Lambda
13 53 (3.34%) GitHub Actions
14 44 (2.77%) AWS CloudFormation
15 32 (2.01%) Amazon EMR
16 30 (1.89%) AWS Step Functions
17 27 (1.70%) Matillion
18 24 (1.51%) Amazon Kinesis
18 24 (1.51%) Dagster
Communications & Networking
1 27 (1.70%) DNS
1 27 (1.70%) VPN
2 26 (1.64%) BGP
2 26 (1.64%) DMZ
2 26 (1.64%) Multicast
3 12 (0.76%) Structured Cabling
4 7 (0.44%) PuTTY
4 7 (0.44%) WinSCP
5 3 (0.19%) Firewall
5 3 (0.19%) SAN
6 1 (0.063%) 4G
6 1 (0.063%) 5G
6 1 (0.063%) Network Security
6 1 (0.063%) Software-Defined Networking
Database & Business Intelligence
1 288 (18.12%) Data Warehouse
2 259 (16.30%) Power BI
3 172 (10.82%) Data Lake
4 117 (7.36%) SQL Server
5 100 (6.29%) Delta Lake
6 94 (5.92%) BigQuery
7 90 (5.66%) Metadata
8 89 (5.60%) Amazon Redshift
9 84 (5.29%) Azure SQL Database
10 80 (5.03%) Big Data
11 75 (4.72%) Pentaho
12 70 (4.41%) PostgreSQL
13 68 (4.28%) Tableau
14 66 (4.15%) NoSQL
15 61 (3.84%) SQL Server Integration Services
16 60 (3.78%) Snowflake Schema
17 58 (3.65%) Amazon Athena
18 50 (3.15%) Relational Database
19 41 (2.58%) Hadoop
20 37 (2.33%) Star Schema
Development Applications
1 199 (12.52%) Git
2 72 (4.53%) JIRA
3 70 (4.41%) Jenkins
4 69 (4.34%) GitLab
5 20 (1.26%) 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%) 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%) Poetry
8 1 (0.063%) Team Foundation Server
8 1 (0.063%) Terragrunt
General
1 256 (16.11%) Finance
2 247 (15.54%) Social Skills
3 175 (11.01%) Analytical Skills
4 133 (8.37%) Public Sector
5 78 (4.91%) Banking
6 37 (2.33%) Inclusion and Diversity
7 21 (1.32%) Investment Banking
7 21 (1.32%) Telecoms
8 18 (1.13%) Documentation Skills
9 15 (0.94%) Manufacturing
9 15 (0.94%) Retail
10 14 (0.88%) Pharmaceutical
11 13 (0.82%) Front Office
11 13 (0.82%) Marketing
12 12 (0.76%) Publishing
13 9 (0.57%) Aerospace
13 9 (0.57%) Law
14 6 (0.38%) Legal
14 6 (0.38%) Local Government
14 6 (0.38%) Military
Libraries, Frameworks & Software Standards
1 256 (16.11%) PySpark
2 153 (9.63%) Kafka
3 55 (3.46%) Pandas
4 36 (2.27%) JSON
5 31 (1.95%) REST
6 30 (1.89%) YAML
7 24 (1.51%) Great Expectations
8 18 (1.13%) XML
9 16 (1.01%) NumPy
9 16 (1.01%) scikit-learn
10 14 (0.88%) Apache Beam
10 14 (0.88%) Matplotlib
10 14 (0.88%) Node.js
10 14 (0.88%) PyTorch
11 13 (0.82%) React
12 11 (0.69%) Apache Avro
12 11 (0.69%) pytest
12 11 (0.69%) Spring
12 11 (0.69%) Spring Boot
13 10 (0.63%) TensorFlow
Miscellaneous
1 105 (6.61%) Cloud Native
2 45 (2.83%) Legacy Systems
3 37 (2.33%) Data Structures
4 33 (2.08%) Product Ownership
5 24 (1.51%) Distributed Systems
6 23 (1.45%) Greenfield Project
7 22 (1.38%) Clustering
7 22 (1.38%) Onboarding
8 18 (1.13%) Data Protection Act
9 16 (1.01%) Reinsurance
10 15 (0.94%) NHS
10 15 (0.94%) Replication
11 13 (0.82%) Hybrid Cloud
12 12 (0.76%) Public Cloud
13 11 (0.69%) Self-Motivation
14 9 (0.57%) Data Centre
14 9 (0.57%) Virtual Team
15 8 (0.50%) Life Science
15 8 (0.50%) Linux Command Line
15 8 (0.50%) Reference Data
Operating Systems
1 46 (2.89%) Unix
2 35 (2.20%) Linux
3 4 (0.25%) Windows
4 2 (0.13%) Windows Server
5 1 (0.063%) VMS
Processes & Methodologies
1 672 (42.29%) Data Pipeline
2 634 (39.90%) ETL
3 606 (38.14%) Analytics
4 590 (37.13%) Data Engineering
5 551 (34.68%) Data Modelling
6 408 (25.68%) CI/CD
7 353 (22.22%) Business Intelligence
8 309 (19.45%) Agile
9 294 (18.50%) DevOps
10 247 (15.54%) Data Governance
11 234 (14.73%) Problem-Solving
12 193 (12.15%) Data Science
13 179 (11.26%) Migration
14 176 (11.08%) Data Integration
15 174 (10.95%) AI
16 156 (9.82%) Data Architecture
17 153 (9.63%) Validation
18 140 (8.81%) Infrastructure as Code
18 140 (8.81%) Performance Tuning
19 139 (8.75%) Data Transformation
Programming Languages
1 886 (55.76%) SQL
2 774 (48.71%) Python
3 107 (6.73%) Java
4 89 (5.60%) Scala
5 39 (2.45%) C#
6 38 (2.39%) Data Analysis Expressions
7 35 (2.20%) PL/SQL
8 33 (2.08%) T-SQL
9 28 (1.76%) Shell Script
10 26 (1.64%) Bash
11 21 (1.32%) Bicep
12 20 (1.26%) PowerShell
12 20 (1.26%) R
13 18 (1.13%) JavaScript
14 12 (0.76%) Go
15 7 (0.44%) TypeScript
16 3 (0.19%) C
16 3 (0.19%) Korn
17 2 (0.13%) C++
17 2 (0.13%) Perl
Qualifications
1 463 (29.14%) Security Cleared
2 412 (25.93%) SC Cleared
3 42 (2.64%) Degree
4 35 (2.20%) BPSS Clearance
5 33 (2.08%) Azure Certification
6 17 (1.07%) Computer Science Degree
7 16 (1.01%) AWS Certification
8 15 (0.94%) DV Cleared
9 8 (0.50%) Master's Degree
10 6 (0.38%) DBS Check
10 6 (0.38%) Microsoft Certification
10 6 (0.38%) SnowPro
11 5 (0.31%) BICSI Certification
11 5 (0.31%) 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%) CompTIA Security+
Quality Assurance & Compliance
1 434 (27.31%) Data Quality
2 55 (3.46%) GDPR
3 42 (2.64%) QA
4 18 (1.13%) Accessibility
5 8 (0.50%) SLA
6 5 (0.31%) ISO/IEC 27001
7 4 (0.25%) FATCA
8 3 (0.19%) GMP
8 3 (0.19%) HIPAA
8 3 (0.19%) WCAG
9 2 (0.13%) GRC
9 2 (0.13%) MiFID
10 1 (0.063%) Basel III
10 1 (0.063%) California Consumer Privacy Act
10 1 (0.063%) GxP
10 1 (0.063%) NCSC
10 1 (0.063%) NIST
10 1 (0.063%) PMO
10 1 (0.063%) Sarbanes-Oxley
10 1 (0.063%) SOC 2
System Software
1 113 (7.11%) Docker
2 8 (0.50%) Virtual Machines
3 2 (0.13%) Active Directory
3 2 (0.13%) HDFS
4 1 (0.063%) RACF
Systems Management
1 173 (10.89%) Terraform
2 102 (6.42%) Kubernetes
3 43 (2.71%) Grafana
4 16 (1.01%) Prometheus
5 11 (0.69%) Kibana
6 8 (0.50%) Ansible
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
1 422 (26.56%) Databricks
2 208 (13.09%) Microsoft
3 129 (8.12%) Oracle
4 107 (6.73%) Talend
5 99 (6.23%) Informatica
6 62 (3.90%) Google
7 61 (3.84%) Denodo
8 31 (1.95%) Cisco
9 28 (1.76%) F5
10 26 (1.64%) Splunk
11 24 (1.51%) ServiceNow
12 22 (1.38%) SAP
13 18 (1.13%) IBM
14 16 (1.01%) Cloudera
14 16 (1.01%) Foundry
14 16 (1.01%) Palantir
15 11 (0.69%) Alteryx
16 8 (0.50%) MuleSoft
17 7 (0.44%) OpenAI
18 5 (0.31%) Sage