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 July 2026.

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

6 months to
17 Jul 2026
Same period 2025 Same period 2024
Rank 64 117 100
Rank change year-on-year +53 -17 +21
Contract jobs requiring a Data Engineer 1,928 758 973
As % of all contract jobs in the UK 3.66% 2.33% 2.31%
As % of the Job Titles category 3.96% 2.54% 2.48%
Number of daily rates quoted 1,315 544 728
10th Percentile £375 £364 £219
25th Percentile £425 £425 £413
Median daily rate (50th Percentile) £500 £500 £510
Median % change year-on-year - -1.96% -7.27%
75th Percentile £588 £576 £613
90th Percentile £650 £691 £688
UK excluding London median daily rate £470 £475 £450
% change year-on-year -1.05% +5.56% -14.29%
Number of hourly rates quoted 80 11 37
10th Percentile £19.34 £18.22 £31.25
25th Percentile £34.84 £46.75 £46.75
Median hourly rate £47.50 £52.50 £75.00
Median % change year-on-year -9.52% -30.00% -3.23%
75th Percentile £68.00 £78.10 £80.00
90th Percentile £75.00 £80.00 -
UK excluding London median hourly rate £45.00 £48.46 £77.50
% change year-on-year -7.14% -37.47% +58.16%

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 48,733 29,823 39,253
% of contract IT jobs with a recognized job title 92.54% 91.69% 93.02%
Number of daily rates quoted 29,478 18,993 25,331
10th Percentile £325 £287 £288
25th Percentile £420 £400 £410
Median daily rate (50th Percentile) £525 £500 £525
Median % change year-on-year +5.00% -4.76% -2.33%
75th Percentile £625 £625 £638
90th Percentile £725 £738 £750
UK excluding London median daily rate £500 £475 £495
% change year-on-year +5.26% -4.04% -1.00%
Number of hourly rates quoted 3,268 1,412 2,586
10th Percentile £15.92 £13.75 £13.25
25th Percentile £21.25 £17.30 £17.50
Median hourly rate £44.50 £25.31 £40.00
Median % change year-on-year +75.82% -36.73% -5.88%
75th Percentile £67.84 £55.00 £63.75
90th Percentile £80.02 £73.75 £74.00
UK excluding London median hourly rate £45.00 £25.15 £40.33
% change year-on-year +78.93% -37.63% +5.15%

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 July 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 July 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 July 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 +57 1,698 £500 - 292
UK excluding London +91 904 £470 -1.05% 230
London +29 827 £525 - 110
Work from Home +37 571 £500 +5.26% 110
Midlands +60 373 £465 +3.33% 38
West Midlands +51 330 £460 - 26
North of England +27 229 £478 +0.53% 71
North West +22 134 £525 +10.53% 36
South East +17 129 £470 +10.59% 69
South West +12 95 £525 +5.00% 24
Yorkshire 0 73 £475 - 16
Scotland +31 72 £425 -3.52% 8
East Midlands +12 43 £500 +19.05% 12
East of England -3 28 £565 +77.67% 14
North East -21 23 £515 +17.71% 19
Wales +4 20 £475 +6.74% 9
Northern Ireland +2 3 £410 -18.00%

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

For the 6 months to 17 July 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.

1 991 (51.40%) SQL
2 848 (43.98%) Python
3 816 (42.32%) Data Pipeline
4 716 (37.14%) Data Engineering
5 707 (36.67%) Analytics
6 688 (35.68%) ETL
7 649 (33.66%) Data Modelling
8 599 (31.07%) Azure
9 554 (28.73%) AWS
10 523 (27.13%) Security Cleared
11 470 (24.38%) Data Quality
12 458 (23.76%) CI/CD
13 453 (23.50%) SC Cleared
14 379 (19.66%) Databricks
15 366 (18.98%) Business Intelligence
16 340 (17.63%) Agile
17 321 (16.65%) Data Warehouse
18 317 (16.44%) DevOps
19 294 (15.25%) Migration
19 294 (15.25%) Power Platform
20 279 (14.47%) Power BI
21 272 (14.11%) Data Governance
22 265 (13.74%) PySpark
23 241 (12.50%) Microsoft
24 229 (11.88%) Azure Data Factory
25 227 (11.77%) AI
26 223 (11.57%) Problem-Solving
26 223 (11.57%) Validation
27 216 (11.20%) Data Integration
28 206 (10.68%) 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
1 177 (9.18%) Apache Airflow
2 150 (7.78%) Apache Spark
3 113 (5.86%) Apache
4 85 (4.41%) SAS
5 51 (2.65%) Confluence
6 12 (0.62%) Palantir Foundry
6 12 (0.62%) SharePoint
7 8 (0.41%) Jupyter
8 2 (0.10%) Apache Superset
8 2 (0.10%) Microsoft Exchange
9 1 (0.052%) ArcGIS
9 1 (0.052%) Camunda
9 1 (0.052%) Liferay
9 1 (0.052%) Luigi
9 1 (0.052%) R Markdown
Applications
1 16 (0.83%) Microsoft Excel
2 7 (0.36%) Notepad++
3 5 (0.26%) Spreadsheet
4 2 (0.10%) Chatbot
5 1 (0.052%) Microsoft Office
5 1 (0.052%) Microsoft PowerPoint
Business Applications
1 11 (0.57%) Aladdin
2 8 (0.41%) Dynamics CRM
3 5 (0.26%) Infor LN
3 5 (0.26%) NetSuite
3 5 (0.26%) Sage X3
4 3 (0.16%) SAP BPC
4 3 (0.16%) SAP S/4HANA
4 3 (0.16%) SimCorp Dimension
5 2 (0.10%) BambooHR
5 2 (0.10%) Maximo
5 2 (0.10%) Oracle EBS
6 1 (0.052%) iTrent
6 1 (0.052%) MIS ActiveH
6 1 (0.052%) NEC Housing
6 1 (0.052%) Oracle Assets
6 1 (0.052%) Oracle ERP
6 1 (0.052%) Raiser’s Edge
6 1 (0.052%) SAP Business ByDesign
6 1 (0.052%) SAP CAR
6 1 (0.052%) SAP EWM
Cloud Services
1 599 (31.07%) Azure
2 554 (28.73%) AWS
3 294 (15.25%) Power Platform
4 229 (11.88%) Azure Data Factory
5 206 (10.68%) Snowflake
6 189 (9.80%) dbt
7 177 (9.18%) Amazon S3
8 169 (8.77%) GCP
9 151 (7.83%) Azure Synapse Analytics
10 138 (7.16%) Azure DevOps
11 127 (6.59%) Serverless
12 113 (5.86%) GitHub
13 107 (5.55%) AWS Lambda
14 57 (2.96%) Amazon EMR
15 49 (2.54%) GitHub Actions
16 35 (1.82%) Amazon CloudWatch
17 32 (1.66%) Matillion
18 28 (1.45%) Amazon Kinesis
18 28 (1.45%) AWS CloudFormation
19 25 (1.30%) AWS Step Functions
Communications & Networking
1 33 (1.71%) DNS
1 33 (1.71%) VPN
2 32 (1.66%) BGP
2 32 (1.66%) DMZ
2 32 (1.66%) Multicast
3 10 (0.52%) Structured Cabling
4 7 (0.36%) Firewall
4 7 (0.36%) PuTTY
4 7 (0.36%) WinSCP
5 4 (0.21%) Wi-Fi
5 4 (0.21%) Wireless
6 3 (0.16%) Intrusion Detection
7 1 (0.052%) 4G
7 1 (0.052%) 5G
7 1 (0.052%) MQTT
Database & Business Intelligence
1 321 (16.65%) Data Warehouse
2 279 (14.47%) Power BI
3 176 (9.13%) Data Lake
4 105 (5.45%) Amazon Redshift
5 100 (5.19%) Metadata
6 96 (4.98%) BigQuery
6 96 (4.98%) SQL Server
7 93 (4.82%) Delta Lake
8 87 (4.51%) Big Data
8 87 (4.51%) Pentaho
9 75 (3.89%) Tableau
10 72 (3.73%) Amazon Athena
11 69 (3.58%) Snowflake Schema
12 66 (3.42%) PostgreSQL
13 57 (2.96%) SQL Server Integration Services
14 56 (2.90%) Azure SQL Database
15 55 (2.85%) Relational Database
16 52 (2.70%) NoSQL
17 39 (2.02%) Star Schema
18 38 (1.97%) Hadoop
Development Applications
1 183 (9.49%) Git
2 98 (5.08%) GitLab
3 86 (4.46%) JIRA
4 47 (2.44%) Jenkins
5 9 (0.47%) Artifactory
6 8 (0.41%) MLflow
7 7 (0.36%) Bitbucket
7 7 (0.36%) Postman
8 4 (0.21%) SonarQube
9 3 (0.16%) Newman
10 2 (0.10%) Atlassian Bamboo
10 2 (0.10%) Claude Code
10 2 (0.10%) Sonatype Nexus
10 2 (0.10%) SQL Server Management Studio (SSMS)
10 2 (0.10%) Visual Studio
10 2 (0.10%) Yeoman
11 1 (0.052%) ERwin
11 1 (0.052%) JUnit
11 1 (0.052%) Octopus Deploy
11 1 (0.052%) Selenium
General
1 312 (16.18%) Finance
2 300 (15.56%) Social Skills
3 213 (11.05%) Analytical Skills
4 162 (8.40%) Public Sector
5 103 (5.34%) Banking
6 35 (1.82%) Inclusion and Diversity
7 33 (1.71%) Marketing
8 29 (1.50%) Documentation Skills
9 27 (1.40%) Retail
10 25 (1.30%) Telecoms
11 23 (1.19%) Investment Banking
12 19 (0.99%) Manufacturing
13 17 (0.88%) Automotive
13 17 (0.88%) Front Office
13 17 (0.88%) Pharmaceutical
14 14 (0.73%) Aerospace
15 11 (0.57%) Publishing
16 10 (0.52%) Legal
17 9 (0.47%) Billing
18 8 (0.41%) Local Government
Libraries, Frameworks & Software Standards
1 265 (13.74%) PySpark
2 146 (7.57%) Kafka
3 37 (1.92%) Pandas
4 35 (1.82%) JSON
5 26 (1.35%) REST
6 22 (1.14%) Great Expectations
6 22 (1.14%) Spring
6 22 (1.14%) Spring Boot
7 21 (1.09%) XML
8 18 (0.93%) Apache Beam
8 18 (0.93%) YAML
9 13 (0.67%) Apache Avro
9 13 (0.67%) React
10 12 (0.62%) RESTful
10 12 (0.62%) Streamlit
11 10 (0.52%) Microsoft Graph
11 10 (0.52%) pytest
11 10 (0.52%) scikit-learn
12 9 (0.47%) GeoJSON
12 9 (0.47%) Polars
Miscellaneous
1 145 (7.52%) Cloud Native
2 66 (3.42%) Legacy Systems
3 61 (3.16%) Data Structures
4 34 (1.76%) Distributed Systems
4 34 (1.76%) Onboarding
5 25 (1.30%) Greenfield Project
5 25 (1.30%) NHS
6 21 (1.09%) Product Ownership
7 20 (1.04%) Clustering
8 19 (0.99%) Data Protection Act
8 19 (0.99%) Reinsurance
9 12 (0.62%) Virtual Team
10 11 (0.57%) Algorithms
10 11 (0.57%) Life Science
10 11 (0.57%) Replication
11 10 (0.52%) Distributed Computing
11 10 (0.52%) Linux Command Line
11 10 (0.52%) Self-Motivation
12 9 (0.47%) Driving Licence
12 9 (0.47%) Reference Data
Operating Systems
1 66 (3.42%) Unix
2 45 (2.33%) Linux
3 5 (0.26%) Windows
4 2 (0.10%) Ubuntu
4 2 (0.10%) Windows Server
5 1 (0.052%) VMS
Processes & Methodologies
1 816 (42.32%) Data Pipeline
2 716 (37.14%) Data Engineering
3 707 (36.67%) Analytics
4 688 (35.68%) ETL
5 649 (33.66%) Data Modelling
6 458 (23.76%) CI/CD
7 366 (18.98%) Business Intelligence
8 340 (17.63%) Agile
9 317 (16.44%) DevOps
10 294 (15.25%) Migration
11 272 (14.11%) Data Governance
12 227 (11.77%) AI
13 223 (11.57%) Problem-Solving
13 223 (11.57%) Validation
14 216 (11.20%) Data Integration
15 190 (9.85%) Data Science
16 187 (9.70%) Data Transformation
17 175 (9.08%) Decision-Making
18 153 (7.94%) Infrastructure as Code
19 152 (7.88%) Test Automation
Programming Languages
1 991 (51.40%) SQL
2 848 (43.98%) Python
3 125 (6.48%) Java
4 62 (3.22%) Scala
5 58 (3.01%) PL/SQL
6 40 (2.07%) T-SQL
7 35 (1.82%) Shell Script
8 30 (1.56%) Data Analysis Expressions
9 27 (1.40%) Bash
9 27 (1.40%) C#
10 24 (1.24%) PowerShell
11 16 (0.83%) JavaScript
12 14 (0.73%) R
13 13 (0.67%) Bicep
14 8 (0.41%) TypeScript
15 7 (0.36%) Go
16 2 (0.10%) C++
16 2 (0.10%) Perl
16 2 (0.10%) Ruby
16 2 (0.10%) SPARQL
Qualifications
1 523 (27.13%) Security Cleared
2 453 (23.50%) SC Cleared
3 49 (2.54%) BPSS Clearance
4 44 (2.28%) Degree
5 26 (1.35%) Azure Certification
6 24 (1.24%) DV Cleared
7 18 (0.93%) Computer Science Degree
8 15 (0.78%) AWS Certification
9 9 (0.47%) City & Guilds
9 9 (0.47%) DBS Check
9 9 (0.47%) SnowPro
10 8 (0.41%) AWS Certified Cloud Practitioner
11 7 (0.36%) Master's Degree
12 6 (0.31%) CISSP
13 5 (0.26%) BICSI Certification
13 5 (0.26%) CISM
14 3 (0.16%) CEH
14 3 (0.16%) IBM Certification
14 3 (0.16%) Microsoft Certification
15 1 (0.052%) CISA
Quality Assurance & Compliance
1 470 (24.38%) Data Quality
2 59 (3.06%) QA
3 52 (2.70%) GDPR
4 23 (1.19%) Accessibility
5 12 (0.62%) SLA
6 9 (0.47%) FATCA
7 6 (0.31%) ISO/IEC 27001
7 6 (0.31%) Sarbanes-Oxley
8 4 (0.21%) HIPAA
9 3 (0.16%) GMP
9 3 (0.16%) MiFID
10 2 (0.10%) California Consumer Privacy Act
10 2 (0.10%) Disclosure Scotland
10 2 (0.10%) EMIR
10 2 (0.10%) PMO
10 2 (0.10%) SNOMED CT
10 2 (0.10%) WCAG
11 1 (0.052%) GxP
11 1 (0.052%) IFRS 17
11 1 (0.052%) NIST
System Software
1 103 (5.34%) Docker
2 5 (0.26%) Virtual Machines
3 3 (0.16%) Active Directory
4 2 (0.10%) HDFS
5 1 (0.052%) RACF
Systems Management
1 194 (10.06%) Terraform
2 83 (4.30%) Kubernetes
3 51 (2.65%) Grafana
4 14 (0.73%) Ansible
5 13 (0.67%) Prometheus
6 9 (0.47%) Kibana
7 6 (0.31%) Control-M
8 3 (0.16%) Rancher
9 2 (0.10%) Apache Ranger
9 2 (0.10%) logstash
9 2 (0.10%) Thomson Reuters DACS
10 1 (0.052%) Fluentd
10 1 (0.052%) Kubeflow
10 1 (0.052%) NetBackup
10 1 (0.052%) Puppet
10 1 (0.052%) QRadar
Vendors
1 379 (19.66%) Databricks
2 241 (12.50%) Microsoft
3 168 (8.71%) Oracle
4 139 (7.21%) Informatica
5 122 (6.33%) Talend
6 66 (3.42%) Denodo
7 64 (3.32%) Google
8 34 (1.76%) Cisco
8 34 (1.76%) F5
9 32 (1.66%) SAP
10 27 (1.40%) Salesforce
11 25 (1.30%) Splunk
12 23 (1.19%) Palantir
13 18 (0.93%) Cloudera
14 16 (0.83%) Foundry
14 16 (0.83%) ServiceNow
15 14 (0.73%) IBM
16 13 (0.67%) Alteryx
17 12 (0.62%) Sage
18 9 (0.47%) Dynatrace