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 21 May 2026.

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

6 months to
21 May 2026
Same period 2025 Same period 2024
Rank 61 88 101
Rank change year-on-year +27 +13 +12
Contract jobs requiring a Data Engineer 1,732 817 927
As % of all contract jobs in the UK 3.59% 2.81% 2.18%
As % of the Job Titles category 3.89% 3.04% 2.35%
Number of daily rates quoted 1,209 617 712
10th Percentile £375 £356 £199
25th Percentile £420 £420 £406
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -9.09%
75th Percentile £588 £588 £594
90th Percentile £650 £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 56 10 45
10th Percentile £19.34 £47.95 £31.25
25th Percentile £41.27 £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 £72.38 £79.68 £80.00
90th Percentile £77.00 £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 44,544 26,886 39,472
% of contract IT jobs with a recognized job title 92.32% 92.37% 92.79%
Number of daily rates quoted 27,258 17,494 25,719
10th Percentile £325 £293 £280
25th Percentile £413 £405 £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 £489
% change year-on-year +5.26% -2.86% -2.20%
Number of hourly rates quoted 2,901 1,057 2,674
10th Percentile £15.00 £14.00 £12.83
25th Percentile £20.35 £18.13 £16.30
Median hourly rate £42.69 £27.99 £36.50
Median % change year-on-year +52.50% -23.32% -18.89%
75th Percentile £66.50 £60.00 £61.30
90th Percentile £78.75 £75.00 £72.90
UK excluding London median hourly rate £45.00 £26.34 £40.00
% change year-on-year +70.88% -34.16% -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 21 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 21 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 21 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 +29 1,522 £500 - 345
London +31 842 £525 - 108
UK excluding London +33 697 £470 +2.17% 312
Work from Home +20 506 £500 - 182
Midlands +38 291 £469 +3.08% 45
West Midlands +34 272 £468 +1.68% 31
North of England -14 193 £465 +0.54% 84
North West +9 126 £490 +4.53% 32
South East -1 94 £500 +8.11% 100
South West +3 71 £503 +0.50% 41
Scotland +11 54 £450 - 10
Yorkshire -26 51 £465 +3.33% 29
Wales +6 20 £475 +130.23% 19
East Midlands -20 19 £475 +15.85% 14
North East -22 16 £450 +2.86% 25
East of England -23 16 £565 +79.37% 9
Northern Ireland +1 3 £410 -18.00% 6

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

For the 6 months to 21 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.

1 931 (53.75%) SQL
2 798 (46.07%) Python
3 717 (41.40%) Data Pipeline
4 658 (37.99%) ETL
5 650 (37.53%) Analytics
6 629 (36.32%) Data Engineering
7 596 (34.41%) Azure
8 585 (33.78%) Data Modelling
9 514 (29.68%) Security Cleared
10 460 (26.56%) SC Cleared
11 456 (26.33%) AWS
12 439 (25.35%) Data Quality
13 420 (24.25%) Databricks
14 406 (23.44%) CI/CD
15 373 (21.54%) Business Intelligence
16 318 (18.36%) Agile
17 302 (17.44%) DevOps
18 298 (17.21%) Power Platform
19 294 (16.97%) Data Warehouse
20 283 (16.34%) Power BI
21 269 (15.53%) PySpark
22 247 (14.26%) Azure Data Factory
23 243 (14.03%) Data Governance
24 230 (13.28%) Problem-Solving
25 226 (13.05%) Microsoft
26 217 (12.53%) Migration
27 200 (11.55%) 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
2 155 (8.95%) Apache Airflow
3 102 (5.89%) Apache
4 76 (4.39%) SAS
5 34 (1.96%) Confluence
6 10 (0.58%) 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 19 (1.10%) 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%) Oracle EBS
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 ERP
4 1 (0.058%) Raiser’s Edge
4 1 (0.058%) SAP Business ByDesign
Cloud Services
1 596 (34.41%) 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
6 154 (8.89%) GCP
7 153 (8.83%) Amazon S3
8 142 (8.20%) dbt
9 133 (7.68%) Azure DevOps
10 116 (6.70%) GitHub
11 108 (6.24%) 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
5 4 (0.23%) Wi-Fi
5 4 (0.23%) Wireless
6 1 (0.058%) 4G
6 1 (0.058%) 5G
6 1 (0.058%) MQTT
6 1 (0.058%) Network Security
6 1 (0.058%) Software-Defined Networking
Database & Business Intelligence
1 294 (16.97%) Data Warehouse
2 283 (16.34%) Power BI
3 184 (10.62%) Data Lake
4 125 (7.22%) SQL Server
5 106 (6.12%) Delta Lake
6 97 (5.60%) Metadata
7 92 (5.31%) BigQuery
8 91 (5.25%) Big Data
9 85 (4.91%) Amazon Redshift
10 83 (4.79%) Azure SQL Database
11 80 (4.62%) Pentaho
12 71 (4.10%) PostgreSQL
13 69 (3.98%) Tableau
14 68 (3.93%) NoSQL
14 68 (3.93%) Snowflake Schema
15 62 (3.58%) SQL Server Integration Services
16 58 (3.35%) Amazon Athena
17 52 (3.00%) Relational Database
18 41 (2.37%) Hadoop
19 37 (2.14%) Star Schema
Development Applications
1 196 (11.32%) Git
2 81 (4.68%) JIRA
3 77 (4.45%) GitLab
4 56 (3.23%) Jenkins
5 15 (0.87%) 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
1 281 (16.22%) Finance
2 256 (14.78%) Social Skills
3 189 (10.91%) Analytical Skills
4 137 (7.91%) Public Sector
5 91 (5.25%) Banking
6 29 (1.67%) 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
10 20 (1.15%) Retail
11 16 (0.92%) Manufacturing
12 15 (0.87%) Front Office
12 15 (0.87%) Pharmaceutical
13 14 (0.81%) Aerospace
14 11 (0.64%) Publishing
15 7 (0.40%) Law
15 7 (0.40%) Military
16 6 (0.35%) Local Government
17 5 (0.29%) Games
Libraries, Frameworks & Software Standards
1 269 (15.53%) PySpark
2 161 (9.30%) 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
1 122 (7.04%) Cloud Native
2 47 (2.71%) Data Structures
3 45 (2.60%) 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
13 9 (0.52%) Driving Licence
14 8 (0.46%) Analytical Mindset
Operating Systems
1 52 (3.00%) Unix
2 37 (2.14%) Linux
3 4 (0.23%) Windows
4 2 (0.12%) Ubuntu
4 2 (0.12%) VMS
4 2 (0.12%) Windows Server
Processes & Methodologies
1 717 (41.40%) Data Pipeline
2 658 (37.99%) ETL
3 650 (37.53%) Analytics
4 629 (36.32%) Data Engineering
5 585 (33.78%) Data Modelling
6 406 (23.44%) CI/CD
7 373 (21.54%) Business Intelligence
8 318 (18.36%) Agile
9 302 (17.44%) DevOps
10 243 (14.03%) Data Governance
11 230 (13.28%) Problem-Solving
12 217 (12.53%) Migration
13 200 (11.55%) AI
14 196 (11.32%) Data Integration
15 178 (10.28%) Validation
16 171 (9.87%) Data Science
17 141 (8.14%) Data Architecture
17 141 (8.14%) Data Transformation
17 141 (8.14%) Decision-Making
18 133 (7.68%) Infrastructure as Code
Programming Languages
1 931 (53.75%) SQL
2 798 (46.07%) Python
3 118 (6.81%) Java
4 88 (5.08%) Scala
5 44 (2.54%) PL/SQL
6 43 (2.48%) T-SQL
7 38 (2.19%) Data Analysis Expressions
8 36 (2.08%) C#
9 29 (1.67%) Shell Script
10 27 (1.56%) Bash
11 21 (1.21%) Bicep
12 17 (0.98%) R
13 16 (0.92%) JavaScript
13 16 (0.92%) PowerShell
14 9 (0.52%) Go
15 7 (0.40%) TypeScript
16 3 (0.17%) C
17 2 (0.12%) C++
17 2 (0.12%) Perl
17 2 (0.12%) Ruby
Qualifications
1 514 (29.68%) Security Cleared
2 460 (26.56%) SC Cleared
3 45 (2.60%) Degree
4 36 (2.08%) BPSS Clearance
5 31 (1.79%) Azure Certification
6 16 (0.92%) Computer Science Degree
6 16 (0.92%) DV Cleared
7 9 (0.52%) City & Guilds
7 9 (0.52%) DBS Check
7 9 (0.52%) Master's Degree
8 8 (0.46%) AWS Certification
9 6 (0.35%) Microsoft Certification
9 6 (0.35%) SnowPro
10 5 (0.29%) BICSI Certification
11 3 (0.17%) CISSP
11 3 (0.17%) IBM Certification
12 2 (0.12%) CISM
12 2 (0.12%) CTC Cleared
13 1 (0.058%) CISA
13 1 (0.058%) Cisco Certification
Quality Assurance & Compliance
1 439 (25.35%) Data Quality
2 53 (3.06%) GDPR
2 53 (3.06%) QA
3 17 (0.98%) Accessibility
4 9 (0.52%) FATCA
4 9 (0.52%) SLA
5 6 (0.35%) ISO/IEC 27001
6 5 (0.29%) MiFID
6 5 (0.29%) Sarbanes-Oxley
7 3 (0.17%) GMP
7 3 (0.17%) HIPAA
7 3 (0.17%) WCAG
8 2 (0.12%) EMIR
8 2 (0.12%) GRC
8 2 (0.12%) SNOMED CT
9 1 (0.058%) California Consumer Privacy Act
9 1 (0.058%) Disclosure Scotland
9 1 (0.058%) Government Security Classifications
9 1 (0.058%) IFRS 17
9 1 (0.058%) ISO 13485
System Software
1 107 (6.18%) Docker
2 6 (0.35%) 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
1 420 (24.25%) 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 60 (3.46%) 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 16 (0.92%) Cloudera
13 15 (0.87%) IBM
14 14 (0.81%) Alteryx
15 13 (0.75%) Foundry
16 11 (0.64%) Palantir
17 9 (0.52%) Dynatrace
18 8 (0.46%) InterSystems
18 8 (0.46%) MuleSoft