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 28 February 2026.

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

6 months to
28 Feb 2026
Same period 2025 Same period 2024
Rank 81 76 102
Rank change year-on-year -5 +26 +18
Contract jobs requiring a Data Engineer 1,306 937 959
As % of all contract jobs in the UK 3.14% 3.06% 2.16%
As % of the Job Titles category 3.42% 3.30% 2.32%
Number of daily rates quoted 950 675 749
10th Percentile £363 £357 £338
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £500 £525
Median % change year-on-year - -4.76% -4.55%
75th Percentile £588 £600 £620
90th Percentile £675 £700 £688
UK excluding London median daily rate £473 £475 £477
% change year-on-year -0.53% -0.42% -9.14%
Number of hourly rates quoted 15 14 30
10th Percentile £40.25 £25.14 £35.57
25th Percentile £50.00 £26.27 £42.06
Median hourly rate £55.00 £53.75 £61.43
Median % change year-on-year +2.33% -12.50% -2.88%
75th Percentile £75.00 £89.69 £67.88
90th Percentile £85.60 £96.38 £80.00
UK excluding London median hourly rate £52.50 £26.50 £62.50
% change year-on-year +98.11% -57.60% -

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 38,243 28,404 41,374
% of contract IT jobs with a recognized job title 91.82% 92.82% 93.00%
Number of daily rates quoted 24,036 17,847 27,236
10th Percentile £310 £293 £275
25th Percentile £409 £406 £409
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £613 £638 £638
90th Percentile £720 £738 £738
UK excluding London median daily rate £481 £475 £488
% change year-on-year +1.32% -2.56% -2.50%
Number of hourly rates quoted 2,330 852 2,355
10th Percentile £14.64 £16.25 £13.15
25th Percentile £18.87 £21.46 £16.30
Median hourly rate £33.50 £34.75 £35.00
Median % change year-on-year -3.60% -0.71% -12.50%
75th Percentile £63.75 £64.50 £60.00
90th Percentile £75.00 £75.00 £72.00
UK excluding London median hourly rate £31.50 £32.50 £35.00
% change year-on-year -3.08% -7.14% -6.67%

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 28 February 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 28 February 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 28 February 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 +1 1,118 £500 -4.76% 368
London +1 671 £520 -5.45% 131
UK excluding London -19 468 £473 -0.53% 309
Work from Home -3 406 £500 -4.76% 180
Midlands +4 175 £495 +4.16% 60
West Midlands +10 158 £499 +1.89% 45
North of England -27 135 £450 -2.70% 80
North West -16 82 £425 -4.23% 42
Scotland +13 56 £425 -2.86% 19
South East -38 55 £513 +2.50% 104
South West -13 47 £538 +8.86% 37
Yorkshire -39 39 £488 -7.14% 29
Wales -9 20 £418 -16.50% 5
East Midlands -14 17 £455 +21.33% 15
North East -13 14 £450 -14.29% 10
East of England -37 9 £565 +77.67% 10
Northern Ireland -4 1 £430 -21.82%

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

For the 6 months to 28 February 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.

1 748 (57.27%) SQL
2 718 (54.98%) Python
3 574 (43.95%) Data Pipeline
4 550 (42.11%) Azure
5 544 (41.65%) ETL
6 508 (38.90%) Data Engineering
7 483 (36.98%) Analytics
8 450 (34.46%) Data Modelling
9 399 (30.55%) Databricks
10 380 (29.10%) Data Quality
11 374 (28.64%) AWS
12 367 (28.10%) CI/CD
13 354 (27.11%) Security Cleared
14 311 (23.81%) SC Cleared
15 302 (23.12%) Business Intelligence
16 269 (20.60%) DevOps
17 260 (19.91%) Agile
18 256 (19.60%) Data Warehouse
19 242 (18.53%) Power Platform
20 238 (18.22%) PySpark
21 227 (17.38%) Power BI
22 226 (17.30%) Azure Data Factory
23 218 (16.69%) Problem-Solving
24 205 (15.70%) Data Governance
25 192 (14.70%) Data Science
26 179 (13.71%) Git
27 178 (13.63%) Microsoft
28 157 (12.02%) Snowflake
29 156 (11.94%) AI
29 156 (11.94%) 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
1 136 (10.41%) Apache Spark
2 135 (10.34%) Apache Airflow
3 86 (6.58%) Apache
4 48 (3.68%) SAS
5 27 (2.07%) Confluence
6 17 (1.30%) Palantir Foundry
7 5 (0.38%) Jupyter
7 5 (0.38%) Microsoft Exchange
8 4 (0.31%) Oracle Application Server
9 3 (0.23%) ArcGIS
9 3 (0.23%) SharePoint
10 2 (0.15%) Apache Pig
10 2 (0.15%) Luigi
11 1 (0.077%) Apache Superset
11 1 (0.077%) Apache Synapse
11 1 (0.077%) Appian
11 1 (0.077%) Camunda
11 1 (0.077%) IIS
11 1 (0.077%) Oracle SOA Suite
Applications
1 11 (0.84%) Microsoft Excel
2 2 (0.15%) Chatbot
2 2 (0.15%) Microsoft Office
3 1 (0.077%) Microsoft PowerPoint
Business Applications
1 3 (0.23%) Dynamics CRM
2 2 (0.15%) Maximo
2 2 (0.15%) SAP BPC
3 1 (0.077%) Actimize
3 1 (0.077%) Aladdin
3 1 (0.077%) Elite 3E
3 1 (0.077%) iTrent
3 1 (0.077%) NEC Housing
3 1 (0.077%) Oracle BPM
3 1 (0.077%) SAP Business ByDesign
3 1 (0.077%) SAP ERP
Cloud Services
1 550 (42.11%) Azure
2 374 (28.64%) AWS
3 242 (18.53%) Power Platform
4 226 (17.30%) Azure Data Factory
5 157 (12.02%) Snowflake
6 146 (11.18%) GCP
7 144 (11.03%) Azure Synapse Analytics
8 119 (9.11%) dbt
9 115 (8.81%) Amazon S3
10 114 (8.73%) Serverless
11 99 (7.58%) GitHub
12 95 (7.27%) Azure DevOps
13 76 (5.82%) AWS Lambda
14 46 (3.52%) GitHub Actions
15 45 (3.45%) AWS CloudFormation
16 29 (2.22%) AWS Step Functions
17 26 (1.99%) Amazon EMR
18 25 (1.91%) Matillion
18 25 (1.91%) Microsoft Purview
19 24 (1.84%) SaaS
Communications & Networking
1 17 (1.30%) DNS
2 16 (1.23%) BGP
2 16 (1.23%) DMZ
2 16 (1.23%) Multicast
2 16 (1.23%) VPN
3 4 (0.31%) Firewall
4 3 (0.23%) SAN
4 3 (0.23%) Structured Cabling
5 1 (0.077%) 4G
5 1 (0.077%) 5G
5 1 (0.077%) Internet
5 1 (0.077%) LAN
5 1 (0.077%) MQTT
5 1 (0.077%) Network Security
5 1 (0.077%) Software-Defined Networking
5 1 (0.077%) TCP/IP
5 1 (0.077%) WAN
5 1 (0.077%) Wi-Fi
Database & Business Intelligence
1 256 (19.60%) Data Warehouse
2 227 (17.38%) Power BI
3 156 (11.94%) Data Lake
4 105 (8.04%) SQL Server
5 80 (6.13%) Delta Lake
6 79 (6.05%) BigQuery
7 73 (5.59%) Big Data
8 72 (5.51%) PostgreSQL
9 71 (5.44%) Azure SQL Database
10 67 (5.13%) Metadata
11 64 (4.90%) Amazon Redshift
11 64 (4.90%) NoSQL
11 64 (4.90%) SQL Server Integration Services
12 56 (4.29%) Pentaho
13 45 (3.45%) Snowflake Schema
14 44 (3.37%) Hadoop
14 44 (3.37%) Tableau
15 43 (3.29%) Amazon Athena
15 43 (3.29%) Relational Database
16 24 (1.84%) Star Schema
Development Applications
1 179 (13.71%) Git
2 69 (5.28%) Jenkins
3 62 (4.75%) JIRA
4 60 (4.59%) GitLab
5 24 (1.84%) MLflow
6 7 (0.54%) Bitbucket
7 4 (0.31%) DBeaver
7 4 (0.31%) Visual Studio
8 3 (0.23%) Cucumber
8 3 (0.23%) 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 (0.077%) Deequ
10 1 (0.077%) Gradle
10 1 (0.077%) Jaeger
10 1 (0.077%) SQL Server Management Studio (SSMS)
10 1 (0.077%) Terragrunt
General
1 229 (17.53%) Social Skills
2 192 (14.70%) Finance
3 138 (10.57%) Analytical Skills
4 112 (8.58%) Public Sector
5 64 (4.90%) Banking
6 35 (2.68%) Inclusion and Diversity
7 20 (1.53%) Investment Banking
8 15 (1.15%) Documentation Skills
8 15 (1.15%) Retail
9 13 (1.00%) Front Office
10 12 (0.92%) Pharmaceutical
11 11 (0.84%) Marketing
12 10 (0.77%) Telecoms
13 9 (0.69%) Manufacturing
14 8 (0.61%) Publishing
15 7 (0.54%) Military
16 6 (0.46%) Law
17 4 (0.31%) Back Office
17 4 (0.31%) Legal
17 4 (0.31%) Organisational Skills
Libraries, Frameworks & Software Standards
1 238 (18.22%) PySpark
2 130 (9.95%) Kafka
3 48 (3.68%) Pandas
4 30 (2.30%) REST
5 28 (2.14%) JSON
6 25 (1.91%) YAML
7 21 (1.61%) NumPy
8 17 (1.30%) PyTorch
8 17 (1.30%) XML
9 14 (1.07%) Apache NiFi
9 14 (1.07%) Great Expectations
9 14 (1.07%) Node.js
9 14 (1.07%) scikit-learn
10 13 (1.00%) pytest
10 13 (1.00%) RESTful
10 13 (1.00%) TensorFlow
11 12 (0.92%) Keycloak
11 12 (0.92%) Matplotlib
12 9 (0.69%) Apache Beam
12 9 (0.69%) React
Miscellaneous
1 98 (7.50%) Cloud Native
2 37 (2.83%) Data Structures
3 30 (2.30%) Legacy Systems
4 27 (2.07%) Product Ownership
5 24 (1.84%) Distributed Systems
6 18 (1.38%) Clustering
6 18 (1.38%) Hybrid Cloud
7 17 (1.30%) Onboarding
7 17 (1.30%) Reinsurance
7 17 (1.30%) Replication
8 15 (1.15%) Data Protection Act
8 15 (1.15%) Greenfield Project
9 14 (1.07%) Algorithms
10 12 (0.92%) Public Cloud
11 10 (0.77%) NHS
12 9 (0.69%) Distributed Computing
12 9 (0.69%) Life Science
13 7 (0.54%) Management Information System
13 7 (0.54%) Virtual Team
14 6 (0.46%) Wiki
Operating Systems
1 24 (1.84%) Linux
2 21 (1.61%) Unix
3 1 (0.077%) VMS
3 1 (0.077%) Windows
Processes & Methodologies
1 574 (43.95%) Data Pipeline
2 544 (41.65%) ETL
3 508 (38.90%) Data Engineering
4 483 (36.98%) Analytics
5 450 (34.46%) Data Modelling
6 367 (28.10%) CI/CD
7 302 (23.12%) Business Intelligence
8 269 (20.60%) DevOps
9 260 (19.91%) Agile
10 218 (16.69%) Problem-Solving
11 205 (15.70%) Data Governance
12 192 (14.70%) Data Science
13 156 (11.94%) AI
14 150 (11.49%) Data Integration
15 140 (10.72%) Data Architecture
15 140 (10.72%) Migration
16 139 (10.64%) Machine Learning
17 134 (10.26%) Infrastructure as Code
18 131 (10.03%) Data Transformation
19 123 (9.42%) Performance Tuning
Programming Languages
1 748 (57.27%) SQL
2 718 (54.98%) Python
3 89 (6.81%) Java
4 82 (6.28%) Scala
5 37 (2.83%) T-SQL
6 33 (2.53%) Data Analysis Expressions
7 29 (2.22%) C#
7 29 (2.22%) PL/SQL
8 24 (1.84%) Bash
9 21 (1.61%) Bicep
10 19 (1.45%) R
11 17 (1.30%) PowerShell
12 15 (1.15%) Go
12 15 (1.15%) JavaScript
12 15 (1.15%) Shell Script
13 6 (0.46%) TypeScript
14 4 (0.31%) C++
15 3 (0.23%) Korn
16 2 (0.15%) Ruby
16 2 (0.15%) VB
Qualifications
1 354 (27.11%) Security Cleared
2 311 (23.81%) SC Cleared
3 41 (3.14%) Degree
4 38 (2.91%) Azure Certification
5 27 (2.07%) BPSS Clearance
6 23 (1.76%) AWS Certification
7 21 (1.61%) DV Cleared
8 17 (1.30%) Computer Science Degree
9 8 (0.61%) Master's Degree
10 5 (0.38%) DBS Check
10 5 (0.38%) Microsoft Certification
11 4 (0.31%) CTC Cleared
12 3 (0.23%) IBM Certification
13 2 (0.15%) CISSP
13 2 (0.15%) Microsoft Certified Professional
13 2 (0.15%) SnowPro
14 1 (0.077%) AWS Certified Solutions Architect
14 1 (0.077%) CCIE
14 1 (0.077%) CCNP
14 1 (0.077%) Numerate Degree
Quality Assurance & Compliance
1 380 (29.10%) Data Quality
2 50 (3.83%) GDPR
3 34 (2.60%) QA
4 18 (1.38%) Accessibility
5 5 (0.38%) HIPAA
5 5 (0.38%) ISO/IEC 27001
6 3 (0.23%) FATCA
6 3 (0.23%) GMP
6 3 (0.23%) MiFID
6 3 (0.23%) NIST
7 2 (0.15%) Dodd-Frank
7 2 (0.15%) EMIR
7 2 (0.15%) EU AI Act
7 2 (0.15%) GRC
7 2 (0.15%) SLA
7 2 (0.15%) SOC 2
7 2 (0.15%) WCAG
8 1 (0.077%) Disclosure Scotland
8 1 (0.077%) ISO 13485
8 1 (0.077%) Sarbanes-Oxley
System Software
1 98 (7.50%) Docker
2 7 (0.54%) Virtual Machines
3 4 (0.31%) zsh
4 3 (0.23%) HDFS
5 2 (0.15%) Active Directory
Systems Management
1 154 (11.79%) Terraform
2 104 (7.96%) Kubernetes
3 17 (1.30%) Grafana
4 14 (1.07%) Prometheus
5 10 (0.77%) Ansible
6 5 (0.38%) Kibana
6 5 (0.38%) NetBackup
7 4 (0.31%) Kubeflow
7 4 (0.31%) logstash
8 3 (0.23%) Control-M
8 3 (0.23%) Puppet
8 3 (0.23%) Rancher
9 2 (0.15%) EMC NetWorker
9 2 (0.15%) Tivoli Storage Manager
10 1 (0.077%) Ambari
10 1 (0.077%) Argo
10 1 (0.077%) Fluentd
10 1 (0.077%) QRadar
10 1 (0.077%) ZABBIX
Vendors
1 399 (30.55%) Databricks
2 178 (13.63%) Microsoft
3 105 (8.04%) Oracle
4 77 (5.90%) Talend
5 70 (5.36%) Informatica
6 52 (3.98%) Google
7 35 (2.68%) Denodo
8 22 (1.68%) Foundry
8 22 (1.68%) SAP
9 21 (1.61%) Cisco
9 21 (1.61%) Palantir
10 20 (1.53%) Splunk
11 19 (1.45%) ServiceNow
12 17 (1.30%) F5
13 16 (1.23%) IBM
14 15 (1.15%) Cloudera
15 11 (0.84%) Alteryx
16 7 (0.54%) Confluent
17 6 (0.46%) MuleSoft
17 6 (0.46%) Virgin Media