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 11 March 2026.

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

6 months to
11 Mar 2026
Same period 2025 Same period 2024
Rank 79 80 101
Rank change year-on-year +1 +21 +15
Contract jobs requiring a Data Engineer 1,354 897 992
As % of all contract jobs in the UK 3.18% 3.04% 2.22%
As % of the Job Titles category 3.46% 3.27% 2.39%
Number of daily rates quoted 973 655 772
10th Percentile £363 £356 £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 £602
90th Percentile £663 £700 £688
UK excluding London median daily rate £470 £463 £450
% change year-on-year +1.62% +2.78% -14.29%
Number of hourly rates quoted 22 13 42
10th Percentile £36.50 £25.12 £31.25
25th Percentile £50.00 £26.25 £42.06
Median hourly rate £63.25 £42.50 £62.50
Median % change year-on-year +48.82% -32.00% -1.19%
75th Percentile £75.00 £77.50 £77.50
90th Percentile £78.60 £93.75 £80.00
UK excluding London median hourly rate £59.75 £26.50 £67.50
% change year-on-year +125.47% -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 39,127 27,402 41,559
% of contract IT jobs with a recognized job title 91.94% 92.96% 92.88%
Number of daily rates quoted 24,467 17,684 27,246
10th Percentile £312 £293 £270
25th Percentile £410 £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 £480 £475 £488
% change year-on-year +1.05% -2.56% -2.50%
Number of hourly rates quoted 2,427 859 2,507
10th Percentile £14.93 £15.62 £13.00
25th Percentile £19.00 £21.24 £16.25
Median hourly rate £35.00 £33.40 £32.69
Median % change year-on-year +4.79% +2.17% -22.84%
75th Percentile £65.00 £65.00 £60.00
90th Percentile £75.16 £76.44 £71.90
UK excluding London median hourly rate £34.95 £32.50 £32.70
% change year-on-year +7.52% -0.60% -18.26%

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 11 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 11 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 11 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 +3 1,170 £500 - 394
London +1 686 £522 -5.09% 123
UK excluding London -11 498 £470 +1.62% 294
Work from Home -1 422 £500 -4.58% 177
Midlands +10 203 £481 +1.26% 54
West Midlands +7 184 £495 +1.07% 40
North of England -21 146 £450 - 69
North West -8 86 £450 +1.41% 35
South East -39 54 £506 +3.85% 99
South West 0 48 £538 +7.50% 42
Scotland +14 47 £402 -8.11% 15
Yorkshire -43 43 £473 -0.53% 26
Wales -5 20 £410 -21.90% 3
East Midlands -25 19 £450 +20.40% 14
North East -8 17 £463 -7.50% 8
East of England -37 10 £565 +77.67% 17
Northern Ireland - 1 £430 - 1

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

For the 6 months to 11 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.

1 765 (56.50%) SQL
2 714 (52.73%) Python
3 592 (43.72%) Data Pipeline
4 568 (41.95%) ETL
5 551 (40.69%) Azure
6 525 (38.77%) Data Engineering
7 508 (37.52%) Analytics
8 468 (34.56%) Data Modelling
9 400 (29.54%) Databricks
10 381 (28.14%) Data Quality
11 380 (28.06%) AWS
12 377 (27.84%) Security Cleared
13 362 (26.74%) CI/CD
14 331 (24.45%) SC Cleared
15 312 (23.04%) Business Intelligence
16 274 (20.24%) DevOps
17 264 (19.50%) Agile
18 260 (19.20%) Data Warehouse
19 247 (18.24%) Power Platform
20 236 (17.43%) PySpark
21 232 (17.13%) Power BI
22 226 (16.69%) Azure Data Factory
23 219 (16.17%) Data Governance
24 214 (15.81%) Problem-Solving
25 184 (13.59%) Microsoft
26 183 (13.52%) Data Science
26 183 (13.52%) Git
27 160 (11.82%) AI
28 158 (11.67%) Data Lake
28 158 (11.67%) 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
1 143 (10.56%) Apache Spark
2 126 (9.31%) Apache Airflow
3 89 (6.57%) Apache
4 54 (3.99%) SAS
5 26 (1.92%) 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 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 3 (0.22%) Chatbot
3 2 (0.15%) Microsoft Office
4 1 (0.074%) Microsoft PowerPoint
Business Applications
1 3 (0.22%) Aladdin
2 2 (0.15%) 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
1 551 (40.69%) Azure
2 380 (28.06%) AWS
3 247 (18.24%) Power Platform
4 226 (16.69%) Azure Data Factory
5 158 (11.67%) Snowflake
6 151 (11.15%) GCP
7 145 (10.71%) Azure Synapse Analytics
8 125 (9.23%) Amazon S3
9 123 (9.08%) dbt
10 110 (8.12%) Serverless
11 103 (7.61%) GitHub
12 97 (7.16%) Azure DevOps
13 74 (5.47%) AWS Lambda
14 46 (3.40%) GitHub Actions
15 43 (3.18%) AWS CloudFormation
16 28 (2.07%) AWS Step Functions
16 28 (2.07%) Matillion
17 25 (1.85%) Amazon EMR
18 23 (1.70%) Microsoft Purview
18 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
1 260 (19.20%) Data Warehouse
2 232 (17.13%) Power BI
3 158 (11.67%) Data Lake
4 107 (7.90%) SQL Server
5 84 (6.20%) Delta Lake
6 83 (6.13%) BigQuery
7 76 (5.61%) Azure SQL Database
8 73 (5.39%) Big Data
9 72 (5.32%) Amazon Redshift
9 72 (5.32%) PostgreSQL
10 70 (5.17%) Metadata
11 65 (4.80%) SQL Server Integration Services
12 62 (4.58%) Pentaho
13 61 (4.51%) NoSQL
14 49 (3.62%) Snowflake Schema
15 48 (3.55%) Tableau
16 46 (3.40%) Amazon Athena
17 44 (3.25%) Relational Database
18 43 (3.18%) Hadoop
19 29 (2.14%) Star Schema
Development Applications
1 183 (13.52%) Git
2 65 (4.80%) Jenkins
3 64 (4.73%) JIRA
4 56 (4.14%) GitLab
5 21 (1.55%) MLflow
6 5 (0.37%) Bitbucket
7 4 (0.30%) DBeaver
7 4 (0.30%) Visual Studio
8 3 (0.22%) Cucumber
9 2 (0.15%) JMeter
9 2 (0.15%) JUnit
9 2 (0.15%) Selenium
9 2 (0.15%) SonarQube
9 2 (0.15%) Sonatype Nexus
9 2 (0.15%) Zephyr
10 1 (0.074%) Deequ
10 1 (0.074%) Jaeger
10 1 (0.074%) Maven
10 1 (0.074%) SQL Server Management Studio (SSMS)
10 1 (0.074%) Terragrunt
General
1 225 (16.62%) Social Skills
2 197 (14.55%) Finance
3 143 (10.56%) Analytical Skills
4 122 (9.01%) Public Sector
5 65 (4.80%) Banking
6 39 (2.88%) Inclusion and Diversity
7 20 (1.48%) Investment Banking
8 17 (1.26%) Documentation Skills
9 16 (1.18%) Front Office
10 14 (1.03%) Pharmaceutical
10 14 (1.03%) Retail
11 11 (0.81%) Telecoms
12 9 (0.66%) Manufacturing
12 9 (0.66%) Marketing
13 8 (0.59%) Publishing
14 7 (0.52%) Military
15 6 (0.44%) Law
16 4 (0.30%) Back Office
16 4 (0.30%) Legal
16 4 (0.30%) Organisational Skills
Libraries, Frameworks & Software Standards
1 236 (17.43%) PySpark
2 137 (10.12%) Kafka
3 51 (3.77%) Pandas
4 30 (2.22%) REST
5 29 (2.14%) JSON
6 26 (1.92%) YAML
7 20 (1.48%) NumPy
8 18 (1.33%) Great Expectations
9 17 (1.26%) XML
10 16 (1.18%) PyTorch
11 15 (1.11%) Node.js
12 14 (1.03%) Apache NiFi
12 14 (1.03%) scikit-learn
13 12 (0.89%) Keycloak
13 12 (0.89%) Matplotlib
13 12 (0.89%) pytest
13 12 (0.89%) TensorFlow
14 10 (0.74%) RESTful
15 9 (0.66%) Apache Beam
15 9 (0.66%) React
Miscellaneous
1 100 (7.39%) Cloud Native
2 36 (2.66%) Data Structures
3 32 (2.36%) Legacy Systems
4 28 (2.07%) Product Ownership
5 21 (1.55%) Distributed Systems
5 21 (1.55%) Onboarding
6 18 (1.33%) Data Protection Act
6 18 (1.33%) Hybrid Cloud
7 17 (1.26%) Clustering
8 16 (1.18%) Reinsurance
9 15 (1.11%) Greenfield Project
9 15 (1.11%) Replication
10 12 (0.89%) Algorithms
10 12 (0.89%) Public Cloud
11 10 (0.74%) NHS
12 9 (0.66%) Distributed Computing
12 9 (0.66%) Life Science
13 7 (0.52%) Management Information System
13 7 (0.52%) Virtual Team
14 6 (0.44%) Derivative
Operating Systems
1 20 (1.48%) Linux
2 19 (1.40%) Unix
3 2 (0.15%) Windows
4 1 (0.074%) VMS
4 1 (0.074%) Windows Server
Processes & Methodologies
1 592 (43.72%) Data Pipeline
2 568 (41.95%) ETL
3 525 (38.77%) Data Engineering
4 508 (37.52%) Analytics
5 468 (34.56%) Data Modelling
6 362 (26.74%) CI/CD
7 312 (23.04%) Business Intelligence
8 274 (20.24%) DevOps
9 264 (19.50%) Agile
10 219 (16.17%) Data Governance
11 214 (15.81%) Problem-Solving
12 183 (13.52%) Data Science
13 160 (11.82%) AI
14 156 (11.52%) Data Integration
15 142 (10.49%) Data Architecture
15 142 (10.49%) Migration
16 138 (10.19%) Machine Learning
17 130 (9.60%) Data Transformation
18 129 (9.53%) Infrastructure as Code
19 123 (9.08%) Performance Tuning
Programming Languages
1 765 (56.50%) SQL
2 714 (52.73%) Python
3 84 (6.20%) Java
4 79 (5.83%) Scala
5 36 (2.66%) Data Analysis Expressions
6 33 (2.44%) T-SQL
7 32 (2.36%) C#
8 24 (1.77%) Bash
8 24 (1.77%) PL/SQL
9 21 (1.55%) Bicep
10 19 (1.40%) PowerShell
11 18 (1.33%) R
12 15 (1.11%) Go
12 15 (1.11%) JavaScript
13 12 (0.89%) Shell Script
14 5 (0.37%) TypeScript
15 3 (0.22%) Korn
16 2 (0.15%) HiveQL
16 2 (0.15%) Ruby
16 2 (0.15%) VB
Qualifications
1 377 (27.84%) Security Cleared
2 331 (24.45%) SC Cleared
3 37 (2.73%) Degree
4 36 (2.66%) Azure Certification
5 28 (2.07%) BPSS Clearance
6 21 (1.55%) AWS Certification
7 19 (1.40%) DV Cleared
8 12 (0.89%) Computer Science Degree
9 7 (0.52%) 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 (28.14%) Data Quality
2 54 (3.99%) GDPR
3 32 (2.36%) QA
4 18 (1.33%) Accessibility
5 5 (0.37%) ISO/IEC 27001
6 4 (0.30%) HIPAA
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%) Disclosure Scotland
9 1 (0.074%) ISO 13485
System Software
1 92 (6.79%) Docker
2 8 (0.59%) Virtual Machines
3 2 (0.15%) Active Directory
3 2 (0.15%) HDFS
3 2 (0.15%) zsh
Systems Management
1 150 (11.08%) Terraform
2 101 (7.46%) Kubernetes
3 22 (1.62%) Grafana
4 13 (0.96%) Prometheus
5 9 (0.66%) Ansible
6 4 (0.30%) Kibana
6 4 (0.30%) Kubeflow
6 4 (0.30%) NetBackup
7 3 (0.22%) logstash
7 3 (0.22%) Puppet
7 3 (0.22%) Rancher
8 2 (0.15%) EMC NetWorker
8 2 (0.15%) Tivoli Storage Manager
9 1 (0.074%) Ambari
9 1 (0.074%) Control-M
9 1 (0.074%) Fluentd
9 1 (0.074%) QRadar
9 1 (0.074%) Thomson Reuters DACS
9 1 (0.074%) ZABBIX
Vendors
1 400 (29.54%) Databricks
2 184 (13.59%) Microsoft
3 102 (7.53%) Oracle
4 86 (6.35%) Talend
5 74 (5.47%) Informatica
6 58 (4.28%) Google
7 42 (3.10%) Denodo
8 24 (1.77%) Cisco
9 21 (1.55%) ServiceNow
10 20 (1.48%) F5
10 20 (1.48%) Foundry
10 20 (1.48%) SAP
11 19 (1.40%) Palantir
12 17 (1.26%) Splunk
13 15 (1.11%) IBM
14 12 (0.89%) Cloudera
15 10 (0.74%) Alteryx
16 6 (0.44%) MuleSoft
16 6 (0.44%) OpenAI
17 5 (0.37%) Virgin Media