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 March 2026.

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

6 months to
14 Mar 2026
Same period 2025 Same period 2024
Rank 76 78 97
Rank change year-on-year +2 +19 +20
Contract jobs requiring a Data Engineer 1,394 903 996
As % of all contract jobs in the UK 3.23% 3.06% 2.24%
As % of the Job Titles category 3.51% 3.29% 2.41%
Number of daily rates quoted 1,003 657 775
10th Percentile £363 £354 £300
25th Percentile £413 £419 £413
Median daily rate (50th Percentile) £500 £500 £510
Median % change year-on-year - -1.96% -7.27%
75th Percentile £588 £600 £600
90th Percentile £663 £700 £688
UK excluding London median daily rate £470 £463 £450
% change year-on-year +1.62% +2.78% -14.04%
Number of hourly rates quoted 23 14 42
10th Percentile £38.00 £25.14 £31.25
25th Percentile £50.00 £26.27 £42.06
Median hourly rate £64.50 £53.75 £62.50
Median % change year-on-year +20.00% -14.00% -1.19%
75th Percentile £75.00 £78.40 £77.50
90th Percentile £78.20 £93.75 £80.00
UK excluding London median hourly rate £64.50 £26.50 £67.50
% change year-on-year +143.40% -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 39,662 27,424 41,343
% of contract IT jobs with a recognized job title 91.89% 92.92% 92.85%
Number of daily rates quoted 24,771 17,715 27,123
10th Percentile £313 £296 £270
25th Percentile £410 £406 £406
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.40%
75th Percentile £613 £638 £638
90th Percentile £721 £738 £738
UK excluding London median daily rate £480 £475 £487
% change year-on-year +1.05% -2.46% -2.60%
Number of hourly rates quoted 2,471 874 2,496
10th Percentile £15.00 £15.36 £12.96
25th Percentile £19.00 £21.24 £16.25
Median hourly rate £35.00 £33.06 £32.50
Median % change year-on-year +5.88% +1.71% -23.53%
75th Percentile £65.00 £65.00 £59.44
90th Percentile £75.79 £77.50 £71.25
UK excluding London median hourly rate £35.00 £32.50 £32.50
% change year-on-year +7.69% - -19.90%

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 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 14 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 14 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 +5 1,215 £500 - 377
London +7 710 £520 -5.45% 149
UK excluding London -2 514 £470 +1.62% 295
Work from Home 0 433 £500 -2.44% 169
Midlands +11 212 £470 -1.05% 49
West Midlands +10 194 £484 -1.17% 37
North of England -20 155 £455 +1.11% 71
North West -2 93 £450 - 37
South East -40 56 £490 -2.00% 100
South West -9 49 £525 +5.00% 46
Scotland +6 45 £402 -8.11% 17
Yorkshire -33 45 £468 +3.89% 24
Wales -8 19 £418 -21.23% 4
East Midlands -24 18 £450 +20.40% 12
North East -9 17 £463 -7.50% 11
East of England -39 10 £565 +77.67% 15
Northern Ireland - 1 £430 - 1

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

For the 6 months to 14 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.

1 793 (56.89%) SQL
2 732 (52.51%) Python
3 608 (43.62%) Data Pipeline
4 580 (41.61%) ETL
5 569 (40.82%) Azure
6 545 (39.10%) Data Engineering
7 528 (37.88%) Analytics
8 483 (34.65%) Data Modelling
9 413 (29.63%) Databricks
10 402 (28.84%) Data Quality
11 389 (27.91%) AWS
12 388 (27.83%) Security Cleared
13 375 (26.90%) CI/CD
14 343 (24.61%) SC Cleared
15 312 (22.38%) Business Intelligence
16 281 (20.16%) DevOps
17 274 (19.66%) Agile
18 268 (19.23%) Data Warehouse
19 249 (17.86%) Power Platform
20 244 (17.50%) PySpark
21 234 (16.79%) Azure Data Factory
22 232 (16.64%) Power BI
23 222 (15.93%) Data Governance
24 218 (15.64%) Problem-Solving
25 188 (13.49%) Microsoft
26 186 (13.34%) Data Science
27 185 (13.27%) Git
28 164 (11.76%) Data Lake
29 163 (11.69%) AI
30 162 (11.62%) 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
1 149 (10.69%) Apache Spark
2 130 (9.33%) Apache Airflow
3 92 (6.60%) Apache
4 55 (3.95%) SAS
5 27 (1.94%) Confluence
6 15 (1.08%) Palantir Foundry
7 7 (0.50%) Jupyter
8 5 (0.36%) Microsoft Exchange
9 4 (0.29%) Oracle Application Server
10 3 (0.22%) SharePoint
11 2 (0.14%) Apache Superset
11 2 (0.14%) ArcGIS
11 2 (0.14%) Luigi
12 1 (0.072%) Apache Synapse
12 1 (0.072%) Appian
12 1 (0.072%) Camunda
12 1 (0.072%) IIS
12 1 (0.072%) Oracle SOA Suite
Applications
1 12 (0.86%) Microsoft Excel
2 3 (0.22%) Chatbot
3 2 (0.14%) Microsoft Office
4 1 (0.072%) Microsoft PowerPoint
4 1 (0.072%) Spreadsheet
Business Applications
1 3 (0.22%) Aladdin
2 2 (0.14%) Dynamics CRM
2 2 (0.14%) Maximo
2 2 (0.14%) SAP BPC
3 1 (0.072%) Actimize
3 1 (0.072%) BambooHR
3 1 (0.072%) Elite 3E
3 1 (0.072%) iTrent
3 1 (0.072%) NEC Housing
3 1 (0.072%) Oracle 11i
3 1 (0.072%) Oracle BPM
3 1 (0.072%) Oracle ERP
3 1 (0.072%) SAP Business ByDesign
3 1 (0.072%) SimCorp Dimension
Cloud Services
1 569 (40.82%) Azure
2 389 (27.91%) AWS
3 249 (17.86%) Power Platform
4 234 (16.79%) Azure Data Factory
5 162 (11.62%) Snowflake
6 152 (10.90%) GCP
7 146 (10.47%) Azure Synapse Analytics
8 129 (9.25%) Amazon S3
9 127 (9.11%) dbt
10 113 (8.11%) Serverless
11 112 (8.03%) GitHub
12 102 (7.32%) Azure DevOps
13 76 (5.45%) AWS Lambda
14 52 (3.73%) GitHub Actions
15 43 (3.08%) AWS CloudFormation
16 29 (2.08%) AWS Step Functions
17 28 (2.01%) Matillion
18 26 (1.87%) Amazon EMR
19 23 (1.65%) SaaS
20 22 (1.58%) Microsoft Purview
Communications & Networking
1 21 (1.51%) DNS
1 21 (1.51%) VPN
2 20 (1.43%) BGP
2 20 (1.43%) DMZ
2 20 (1.43%) Multicast
3 5 (0.36%) Firewall
4 4 (0.29%) Structured Cabling
5 3 (0.22%) SAN
6 1 (0.072%) 4G
6 1 (0.072%) 5G
6 1 (0.072%) MQTT
6 1 (0.072%) Network Security
6 1 (0.072%) Software-Defined Networking
6 1 (0.072%) TCP/IP
Database & Business Intelligence
1 268 (19.23%) Data Warehouse
2 232 (16.64%) Power BI
3 164 (11.76%) Data Lake
4 109 (7.82%) SQL Server
5 90 (6.46%) Delta Lake
6 84 (6.03%) BigQuery
7 78 (5.60%) Amazon Redshift
7 78 (5.60%) Azure SQL Database
8 76 (5.45%) Big Data
9 74 (5.31%) Metadata
10 72 (5.16%) PostgreSQL
11 65 (4.66%) Pentaho
11 65 (4.66%) SQL Server Integration Services
12 60 (4.30%) NoSQL
13 50 (3.59%) Tableau
14 49 (3.52%) Snowflake Schema
15 47 (3.37%) Amazon Athena
15 47 (3.37%) Relational Database
16 43 (3.08%) Hadoop
17 32 (2.30%) Star Schema
Development Applications
1 185 (13.27%) Git
2 66 (4.73%) Jenkins
2 66 (4.73%) JIRA
3 59 (4.23%) GitLab
4 21 (1.51%) MLflow
5 5 (0.36%) Bitbucket
6 4 (0.29%) DBeaver
6 4 (0.29%) Visual Studio
7 3 (0.22%) Cucumber
8 2 (0.14%) JMeter
8 2 (0.14%) JUnit
8 2 (0.14%) Selenium
8 2 (0.14%) SonarQube
8 2 (0.14%) Sonatype Nexus
8 2 (0.14%) Zephyr
9 1 (0.072%) Gradle
9 1 (0.072%) Maven
9 1 (0.072%) Mockito
9 1 (0.072%) Team Foundation Server
9 1 (0.072%) Terragrunt
General
1 226 (16.21%) Social Skills
2 206 (14.78%) Finance
3 155 (11.12%) Analytical Skills
4 123 (8.82%) Public Sector
5 66 (4.73%) Banking
6 39 (2.80%) Inclusion and Diversity
7 21 (1.51%) Investment Banking
8 17 (1.22%) Documentation Skills
8 17 (1.22%) Front Office
9 14 (1.00%) Pharmaceutical
10 13 (0.93%) Retail
11 12 (0.86%) Telecoms
12 11 (0.79%) Marketing
12 11 (0.79%) Publishing
13 10 (0.72%) Manufacturing
14 7 (0.50%) Military
15 6 (0.43%) Law
16 4 (0.29%) Back Office
16 4 (0.29%) Legal
16 4 (0.29%) Organisational Skills
Libraries, Frameworks & Software Standards
1 244 (17.50%) PySpark
2 141 (10.11%) Kafka
3 55 (3.95%) Pandas
4 30 (2.15%) JSON
4 30 (2.15%) REST
5 27 (1.94%) YAML
6 20 (1.43%) NumPy
7 18 (1.29%) Great Expectations
7 18 (1.29%) XML
8 17 (1.22%) scikit-learn
9 16 (1.15%) PyTorch
10 15 (1.08%) Matplotlib
11 14 (1.00%) Apache NiFi
12 13 (0.93%) Node.js
13 12 (0.86%) Keycloak
13 12 (0.86%) pytest
13 12 (0.86%) TensorFlow
14 10 (0.72%) React
15 9 (0.65%) GeoJSON
15 9 (0.65%) RESTful
Miscellaneous
1 105 (7.53%) Cloud Native
2 40 (2.87%) Legacy Systems
3 37 (2.65%) Data Structures
4 29 (2.08%) Product Ownership
5 21 (1.51%) Onboarding
6 20 (1.43%) Distributed Systems
7 18 (1.29%) Data Protection Act
7 18 (1.29%) Hybrid Cloud
8 17 (1.22%) Clustering
8 17 (1.22%) Reinsurance
8 17 (1.22%) Replication
9 16 (1.15%) Greenfield Project
10 12 (0.86%) Algorithms
10 12 (0.86%) Public Cloud
11 10 (0.72%) Self-Motivation
12 9 (0.65%) Distributed Computing
12 9 (0.65%) Life Science
12 9 (0.65%) NHS
12 9 (0.65%) Virtual Team
13 7 (0.50%) Management Information System
Operating Systems
1 25 (1.79%) Linux
2 23 (1.65%) Unix
3 3 (0.22%) Windows
4 2 (0.14%) Windows Server
5 1 (0.072%) VMS
Processes & Methodologies
1 608 (43.62%) Data Pipeline
2 580 (41.61%) ETL
3 545 (39.10%) Data Engineering
4 528 (37.88%) Analytics
5 483 (34.65%) Data Modelling
6 375 (26.90%) CI/CD
7 312 (22.38%) Business Intelligence
8 281 (20.16%) DevOps
9 274 (19.66%) Agile
10 222 (15.93%) Data Governance
11 218 (15.64%) Problem-Solving
12 186 (13.34%) Data Science
13 163 (11.69%) AI
14 161 (11.55%) Data Integration
15 152 (10.90%) Migration
16 148 (10.62%) Data Architecture
17 137 (9.83%) Data Transformation
17 137 (9.83%) Machine Learning
18 130 (9.33%) Infrastructure as Code
19 125 (8.97%) Performance Tuning
Programming Languages
1 793 (56.89%) SQL
2 732 (52.51%) Python
3 84 (6.03%) Java
4 82 (5.88%) Scala
5 36 (2.58%) Data Analysis Expressions
6 32 (2.30%) C#
6 32 (2.30%) T-SQL
7 27 (1.94%) Bash
8 24 (1.72%) PL/SQL
9 21 (1.51%) Bicep
10 20 (1.43%) PowerShell
11 17 (1.22%) R
11 17 (1.22%) Shell Script
12 15 (1.08%) Go
13 14 (1.00%) JavaScript
14 5 (0.36%) TypeScript
15 3 (0.22%) Korn
16 2 (0.14%) HiveQL
16 2 (0.14%) Ruby
16 2 (0.14%) VB
Qualifications
1 388 (27.83%) Security Cleared
2 343 (24.61%) SC Cleared
3 38 (2.73%) Degree
4 36 (2.58%) Azure Certification
5 28 (2.01%) BPSS Clearance
6 22 (1.58%) AWS Certification
7 19 (1.36%) DV Cleared
8 13 (0.93%) Computer Science Degree
9 7 (0.50%) Master's Degree
10 5 (0.36%) DBS Check
10 5 (0.36%) Microsoft Certification
11 4 (0.29%) CTC Cleared
12 3 (0.22%) IBM Certification
13 2 (0.14%) CISSP
13 2 (0.14%) Microsoft Certified Professional
13 2 (0.14%) SnowPro
14 1 (0.072%) AWS Certified Solutions Architect
14 1 (0.072%) CCIE
14 1 (0.072%) CCNP
14 1 (0.072%) Numerate Degree
Quality Assurance & Compliance
1 402 (28.84%) Data Quality
2 53 (3.80%) GDPR
3 35 (2.51%) QA
4 18 (1.29%) Accessibility
5 5 (0.36%) ISO/IEC 27001
6 4 (0.29%) HIPAA
6 4 (0.29%) SLA
7 3 (0.22%) FATCA
7 3 (0.22%) GMP
7 3 (0.22%) MiFID
7 3 (0.22%) NIST
8 2 (0.14%) Dodd-Frank
8 2 (0.14%) EMIR
8 2 (0.14%) EU AI Act
8 2 (0.14%) GRC
8 2 (0.14%) SOC 2
8 2 (0.14%) WCAG
9 1 (0.072%) Basel III
9 1 (0.072%) PCI DSS
9 1 (0.072%) Sarbanes-Oxley
System Software
1 93 (6.67%) Docker
2 8 (0.57%) Virtual Machines
3 2 (0.14%) Active Directory
3 2 (0.14%) HDFS
3 2 (0.14%) zsh
Systems Management
1 153 (10.98%) Terraform
2 101 (7.25%) Kubernetes
3 24 (1.72%) Grafana
4 13 (0.93%) Prometheus
5 9 (0.65%) Ansible
6 4 (0.29%) Kibana
6 4 (0.29%) Kubeflow
6 4 (0.29%) NetBackup
7 3 (0.22%) logstash
7 3 (0.22%) Puppet
7 3 (0.22%) Rancher
8 2 (0.14%) EMC NetWorker
8 2 (0.14%) Thomson Reuters DACS
8 2 (0.14%) Tivoli Storage Manager
9 1 (0.072%) Ambari
9 1 (0.072%) Control-M
9 1 (0.072%) Fluentd
9 1 (0.072%) QRadar
9 1 (0.072%) ZABBIX
Vendors
1 413 (29.63%) Databricks
2 188 (13.49%) Microsoft
3 106 (7.60%) Oracle
4 90 (6.46%) Talend
5 77 (5.52%) Informatica
6 57 (4.09%) Google
7 43 (3.08%) Denodo
8 25 (1.79%) Cisco
9 23 (1.65%) ServiceNow
10 22 (1.58%) F5
11 21 (1.51%) SAP
12 20 (1.43%) Foundry
13 19 (1.36%) Palantir
14 17 (1.22%) Splunk
15 16 (1.15%) Cloudera
15 16 (1.15%) IBM
16 10 (0.72%) Alteryx
17 7 (0.50%) MuleSoft
18 6 (0.43%) OpenAI
19 5 (0.36%) Virgin Media