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 7 March 2026.

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

6 months to
7 Mar 2026
Same period 2025 Same period 2024
Rank 82 79 103
Rank change year-on-year -3 +24 +15
Contract jobs requiring a Data Engineer 1,355 940 992
As % of all contract jobs in the UK 3.17% 3.07% 2.21%
As % of the Job Titles category 3.45% 3.30% 2.38%
Number of daily rates quoted 976 682 774
10th Percentile £363 £356 £313
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £500 £513
Median % change year-on-year - -2.44% -6.82%
75th Percentile £588 £600 £606
90th Percentile £665 £700 £688
UK excluding London median daily rate £470 £475 £463
% change year-on-year -1.16% +2.70% -11.90%
Number of hourly rates quoted 19 13 37
10th Percentile £34.75 £25.12 £33.50
25th Percentile £50.00 £26.25 £40.50
Median hourly rate £55.00 £42.50 £62.36
Median % change year-on-year +29.41% -31.84% -1.42%
75th Percentile £73.25 £77.50 £77.50
90th Percentile £75.80 £93.75 £80.00
UK excluding London median hourly rate £53.75 £26.50 £67.50
% change year-on-year +102.83% -60.74% +8.00%

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 39,253 28,458 41,733
% of contract IT jobs with a recognized job title 91.91% 92.86% 92.94%
Number of daily rates quoted 24,589 18,093 27,411
10th Percentile £310 £293 £273
25th Percentile £409 £406 £406
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £613 £638 £638
90th Percentile £723 £738 £738
UK excluding London median daily rate £481 £475 £485
% change year-on-year +1.32% -2.06% -3.00%
Number of hourly rates quoted 2,404 876 2,465
10th Percentile £14.84 £16.17 £13.00
25th Percentile £18.89 £21.39 £16.25
Median hourly rate £34.50 £35.00 £33.00
Median % change year-on-year -1.44% +6.06% -18.67%
75th Percentile £65.00 £65.00 £60.00
90th Percentile £75.00 £76.25 £71.90
UK excluding London median hourly rate £33.17 £32.50 £33.07
% change year-on-year +2.06% -1.71% -14.67%

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 7 March 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 7 March 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 7 March 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 0 1,166 £500 -3.15% 431
London +2 685 £520 -5.45% 160
UK excluding London -8 499 £470 -1.16% 336
Work from Home -1 422 £500 -4.76% 207
Midlands +11 198 £484 +1.95% 61
West Midlands +9 179 £498 +1.63% 46
North of England -23 147 £450 -2.70% 86
North West -6 90 £425 -4.23% 44
South East -29 58 £513 +7.89% 111
Scotland +12 51 £402 -8.11% 19
South West -10 47 £538 +7.50% 46
Yorkshire -34 42 £478 -2.05% 30
Wales -2 21 £418 -16.50% 4
East Midlands -22 19 £450 +20.00% 15
North East -11 15 £450 -14.29% 13
East of England -38 9 £565 +77.67% 18
Northern Ireland - 1 £430 -

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

For the 6 months to 7 March 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.

1 773 (57.05%) SQL
2 722 (53.28%) Python
3 589 (43.47%) Data Pipeline
4 566 (41.77%) ETL
5 554 (40.89%) Azure
6 527 (38.89%) Data Engineering
7 504 (37.20%) Analytics
8 469 (34.61%) Data Modelling
9 401 (29.59%) Databricks
10 381 (28.12%) Data Quality
11 375 (27.68%) AWS
12 371 (27.38%) Security Cleared
13 370 (27.31%) CI/CD
14 326 (24.06%) SC Cleared
15 315 (23.25%) Business Intelligence
16 272 (20.07%) DevOps
17 269 (19.85%) Agile
18 266 (19.63%) Data Warehouse
19 248 (18.30%) Power Platform
20 242 (17.86%) PySpark
21 233 (17.20%) Power BI
22 228 (16.83%) Azure Data Factory
23 220 (16.24%) Problem-Solving
24 217 (16.01%) Data Governance
25 186 (13.73%) Data Science
26 185 (13.65%) Git
26 185 (13.65%) Microsoft
27 161 (11.88%) Data Lake
28 159 (11.73%) Snowflake
29 158 (11.66%) 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
1 140 (10.33%) Apache Spark
2 133 (9.82%) Apache Airflow
3 87 (6.42%) Apache
4 52 (3.84%) SAS
5 27 (1.99%) Confluence
6 15 (1.11%) Palantir Foundry
7 6 (0.44%) Jupyter
8 5 (0.37%) Microsoft Exchange
9 4 (0.30%) Oracle Application Server
10 3 (0.22%) ArcGIS
10 3 (0.22%) SharePoint
11 2 (0.15%) Luigi
12 1 (0.074%) Apache Pig
12 1 (0.074%) Apache Superset
12 1 (0.074%) Apache Synapse
12 1 (0.074%) Appian
12 1 (0.074%) Camunda
12 1 (0.074%) IIS
12 1 (0.074%) Oracle SOA Suite
Applications
1 11 (0.81%) Microsoft Excel
2 2 (0.15%) Chatbot
2 2 (0.15%) Microsoft Office
3 1 (0.074%) Microsoft PowerPoint
Business Applications
1 3 (0.22%) Aladdin
1 3 (0.22%) Dynamics CRM
2 2 (0.15%) Maximo
2 2 (0.15%) SAP BPC
3 1 (0.074%) Actimize
3 1 (0.074%) BambooHR
3 1 (0.074%) Elite 3E
3 1 (0.074%) iTrent
3 1 (0.074%) NEC Housing
3 1 (0.074%) Oracle 11i
3 1 (0.074%) Oracle BPM
3 1 (0.074%) Oracle ERP
3 1 (0.074%) SAP Business ByDesign
3 1 (0.074%) SimCorp Dimension
Cloud Services
1 554 (40.89%) Azure
2 375 (27.68%) AWS
3 248 (18.30%) Power Platform
4 228 (16.83%) Azure Data Factory
5 159 (11.73%) Snowflake
6 147 (10.85%) Azure Synapse Analytics
6 147 (10.85%) GCP
7 122 (9.00%) dbt
8 119 (8.78%) Amazon S3
9 113 (8.34%) Serverless
10 102 (7.53%) GitHub
11 97 (7.16%) Azure DevOps
12 77 (5.68%) AWS Lambda
13 46 (3.39%) GitHub Actions
14 45 (3.32%) AWS CloudFormation
15 29 (2.14%) AWS Step Functions
16 27 (1.99%) Matillion
17 26 (1.92%) Microsoft Purview
18 25 (1.85%) Amazon EMR
19 23 (1.70%) SaaS
Communications & Networking
1 19 (1.40%) DNS
1 19 (1.40%) VPN
2 18 (1.33%) BGP
2 18 (1.33%) DMZ
2 18 (1.33%) Multicast
3 4 (0.30%) Firewall
4 3 (0.22%) SAN
4 3 (0.22%) Structured Cabling
5 1 (0.074%) 4G
5 1 (0.074%) 5G
5 1 (0.074%) Internet
5 1 (0.074%) LAN
5 1 (0.074%) MQTT
5 1 (0.074%) Network Security
5 1 (0.074%) Software-Defined Networking
5 1 (0.074%) TCP/IP
5 1 (0.074%) WAN
5 1 (0.074%) Wi-Fi
Database & Business Intelligence
1 266 (19.63%) Data Warehouse
2 233 (17.20%) Power BI
3 161 (11.88%) Data Lake
4 104 (7.68%) SQL Server
5 83 (6.13%) BigQuery
5 83 (6.13%) Delta Lake
6 74 (5.46%) Amazon Redshift
6 74 (5.46%) Azure SQL Database
7 72 (5.31%) Big Data
7 72 (5.31%) Metadata
7 72 (5.31%) PostgreSQL
8 66 (4.87%) SQL Server Integration Services
9 62 (4.58%) NoSQL
10 60 (4.43%) Pentaho
11 49 (3.62%) Snowflake Schema
12 48 (3.54%) Tableau
13 44 (3.25%) Amazon Athena
13 44 (3.25%) Relational Database
14 43 (3.17%) Hadoop
15 28 (2.07%) Star Schema
Development Applications
1 185 (13.65%) Git
2 68 (5.02%) Jenkins
3 65 (4.80%) JIRA
4 58 (4.28%) GitLab
5 22 (1.62%) MLflow
6 7 (0.52%) Bitbucket
7 4 (0.30%) DBeaver
7 4 (0.30%) Visual Studio
8 3 (0.22%) Cucumber
8 3 (0.22%) Selenium
9 2 (0.15%) JMeter
9 2 (0.15%) JUnit
9 2 (0.15%) SonarQube
9 2 (0.15%) Visual Studio Code
9 2 (0.15%) Zephyr
10 1 (0.074%) Maven
10 1 (0.074%) Sonatype Nexus
10 1 (0.074%) Team Foundation Server
10 1 (0.074%) TeamCity
10 1 (0.074%) Terragrunt
General
1 233 (17.20%) Social Skills
2 198 (14.61%) Finance
3 143 (10.55%) Analytical Skills
4 118 (8.71%) Public Sector
5 65 (4.80%) Banking
6 37 (2.73%) Inclusion and Diversity
7 20 (1.48%) Investment Banking
8 17 (1.25%) Documentation Skills
9 16 (1.18%) Front Office
10 15 (1.11%) Retail
11 13 (0.96%) Pharmaceutical
12 12 (0.89%) Marketing
13 11 (0.81%) Telecoms
14 9 (0.66%) Manufacturing
15 8 (0.59%) Publishing
16 7 (0.52%) Military
17 6 (0.44%) Law
18 4 (0.30%) Back Office
18 4 (0.30%) Legal
18 4 (0.30%) Organisational Skills
Libraries, Frameworks & Software Standards
1 242 (17.86%) PySpark
2 134 (9.89%) Kafka
3 51 (3.76%) Pandas
4 29 (2.14%) REST
5 27 (1.99%) JSON
6 25 (1.85%) YAML
7 20 (1.48%) NumPy
8 16 (1.18%) PyTorch
8 16 (1.18%) XML
9 15 (1.11%) Great Expectations
10 14 (1.03%) Apache NiFi
10 14 (1.03%) Node.js
10 14 (1.03%) scikit-learn
11 13 (0.96%) pytest
12 12 (0.89%) Keycloak
12 12 (0.89%) Matplotlib
12 12 (0.89%) TensorFlow
13 11 (0.81%) RESTful
14 9 (0.66%) Apache Beam
15 8 (0.59%) OpenTelemetry
Miscellaneous
1 99 (7.31%) Cloud Native
2 36 (2.66%) Data Structures
3 31 (2.29%) Legacy Systems
4 29 (2.14%) Product Ownership
5 24 (1.77%) Distributed Systems
6 21 (1.55%) Onboarding
7 19 (1.40%) Clustering
8 18 (1.33%) Data Protection Act
8 18 (1.33%) Hybrid Cloud
9 17 (1.25%) Reinsurance
9 17 (1.25%) Replication
10 15 (1.11%) Greenfield Project
11 13 (0.96%) Algorithms
12 12 (0.89%) Public Cloud
13 10 (0.74%) NHS
14 9 (0.66%) Distributed Computing
14 9 (0.66%) Life Science
15 7 (0.52%) Management Information System
15 7 (0.52%) Virtual Team
16 6 (0.44%) Analytical Mindset
Operating Systems
1 22 (1.62%) Linux
2 20 (1.48%) Unix
3 2 (0.15%) Windows
4 1 (0.074%) VMS
4 1 (0.074%) Windows Server
Processes & Methodologies
1 589 (43.47%) Data Pipeline
2 566 (41.77%) ETL
3 527 (38.89%) Data Engineering
4 504 (37.20%) Analytics
5 469 (34.61%) Data Modelling
6 370 (27.31%) CI/CD
7 315 (23.25%) Business Intelligence
8 272 (20.07%) DevOps
9 269 (19.85%) Agile
10 220 (16.24%) Problem-Solving
11 217 (16.01%) Data Governance
12 186 (13.73%) Data Science
13 158 (11.66%) AI
14 155 (11.44%) Data Integration
15 142 (10.48%) Data Architecture
16 141 (10.41%) Migration
17 137 (10.11%) Data Transformation
17 137 (10.11%) Machine Learning
18 134 (9.89%) Infrastructure as Code
19 128 (9.45%) Performance Tuning
Programming Languages
1 773 (57.05%) SQL
2 722 (53.28%) Python
3 87 (6.42%) Java
4 82 (6.05%) Scala
5 37 (2.73%) T-SQL
6 36 (2.66%) Data Analysis Expressions
7 32 (2.36%) C#
8 28 (2.07%) PL/SQL
9 25 (1.85%) Bash
10 21 (1.55%) Bicep
11 20 (1.48%) PowerShell
12 18 (1.33%) R
13 17 (1.25%) JavaScript
14 15 (1.11%) Go
15 14 (1.03%) Shell Script
16 6 (0.44%) TypeScript
17 3 (0.22%) Korn
18 2 (0.15%) HiveQL
18 2 (0.15%) Ruby
18 2 (0.15%) VB
Qualifications
1 371 (27.38%) Security Cleared
2 326 (24.06%) SC Cleared
3 39 (2.88%) Degree
4 38 (2.80%) Azure Certification
5 28 (2.07%) BPSS Clearance
6 23 (1.70%) AWS Certification
7 19 (1.40%) DV Cleared
8 14 (1.03%) Computer Science Degree
9 8 (0.59%) Master's Degree
10 5 (0.37%) DBS Check
10 5 (0.37%) Microsoft Certification
11 4 (0.30%) CTC Cleared
12 3 (0.22%) IBM Certification
13 2 (0.15%) CISSP
13 2 (0.15%) Microsoft Certified Professional
13 2 (0.15%) SnowPro
14 1 (0.074%) AWS Certified Solutions Architect
14 1 (0.074%) CCIE
14 1 (0.074%) CCNP
14 1 (0.074%) Numerate Degree
Quality Assurance & Compliance
1 381 (28.12%) Data Quality
2 55 (4.06%) GDPR
3 33 (2.44%) QA
4 18 (1.33%) Accessibility
5 5 (0.37%) HIPAA
5 5 (0.37%) ISO/IEC 27001
6 4 (0.30%) SLA
7 3 (0.22%) FATCA
7 3 (0.22%) GMP
7 3 (0.22%) MiFID
7 3 (0.22%) NIST
8 2 (0.15%) Dodd-Frank
8 2 (0.15%) EMIR
8 2 (0.15%) EU AI Act
8 2 (0.15%) GRC
8 2 (0.15%) SOC 2
8 2 (0.15%) WCAG
9 1 (0.074%) Basel III
9 1 (0.074%) PCI DSS
9 1 (0.074%) Sarbanes-Oxley
System Software
1 97 (7.16%) Docker
2 7 (0.52%) Virtual Machines
3 3 (0.22%) HDFS
4 2 (0.15%) Active Directory
4 2 (0.15%) zsh
Systems Management
1 156 (11.51%) Terraform
2 102 (7.53%) Kubernetes
3 20 (1.48%) Grafana
4 13 (0.96%) Prometheus
5 10 (0.74%) Ansible
6 5 (0.37%) Kibana
6 5 (0.37%) NetBackup
7 4 (0.30%) Kubeflow
7 4 (0.30%) logstash
8 3 (0.22%) Control-M
8 3 (0.22%) Puppet
8 3 (0.22%) Rancher
9 2 (0.15%) EMC NetWorker
9 2 (0.15%) Tivoli Storage Manager
10 1 (0.074%) Ambari
10 1 (0.074%) Argo
10 1 (0.074%) Fluentd
10 1 (0.074%) QRadar
10 1 (0.074%) Thomson Reuters DACS
10 1 (0.074%) ZABBIX
Vendors
1 401 (29.59%) Databricks
2 185 (13.65%) Microsoft
3 105 (7.75%) Oracle
4 84 (6.20%) Talend
5 73 (5.39%) Informatica
6 55 (4.06%) Google
7 41 (3.03%) Denodo
8 24 (1.77%) Cisco
9 22 (1.62%) ServiceNow
10 21 (1.55%) SAP
11 20 (1.48%) F5
11 20 (1.48%) Foundry
12 19 (1.40%) Palantir
13 18 (1.33%) Splunk
14 16 (1.18%) IBM
15 13 (0.96%) Cloudera
16 11 (0.81%) Alteryx
17 6 (0.44%) MuleSoft
17 6 (0.44%) Virgin Media
18 5 (0.37%) OpenAI