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 10 February 2026.

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

6 months to
10 Feb 2026
Same period 2025 Same period 2024
Rank 86 83 108
Rank change year-on-year -3 +25 +14
Contract jobs requiring a Data Engineer 1,159 916 942
As % of all contract jobs in the UK 2.94% 2.98% 2.10%
As % of the Job Titles category 3.22% 3.21% 2.25%
Number of daily rates quoted 835 654 728
10th Percentile £361 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £523 £525
Median % change year-on-year -4.35% -0.43% -4.55%
75th Percentile £588 £613 £625
90th Percentile £688 £700 £688
UK excluding London median daily rate £475 £477 £500
% change year-on-year -0.42% -4.60% -2.44%
Number of hourly rates quoted 10 14 22
10th Percentile £29.96 £25.55 £35.82
25th Percentile £34.13 £26.37 £38.09
Median hourly rate £53.50 £65.00 £56.50
Median % change year-on-year -17.69% +15.04% -9.60%
75th Percentile £65.88 £93.75 £66.25
90th Percentile £82.10 £97.50 £67.50
UK excluding London median hourly rate £53.75 £26.50 £62.50
% change year-on-year +102.83% -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 36,029 28,524 41,865
% of contract IT jobs with a recognized job title 91.54% 92.93% 93.16%
Number of daily rates quoted 22,696 17,486 27,607
10th Percentile £300 £290 £275
25th Percentile £406 £406 £410
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £613 £638 £638
90th Percentile £716 £738 £738
UK excluding London median daily rate £475 £478 £490
% change year-on-year -0.63% -2.45% -2.00%
Number of hourly rates quoted 2,191 825 2,307
10th Percentile £14.61 £15.91 £13.15
25th Percentile £18.87 £21.25 £16.50
Median hourly rate £30.00 £33.50 £35.00
Median % change year-on-year -10.45% -4.29% -1.41%
75th Percentile £62.05 £63.25 £60.75
90th Percentile £72.50 £75.00 £72.50
UK excluding London median hourly rate £29.60 £31.76 £35.00
% change year-on-year -6.80% -9.26% -

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 10 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 10 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 10 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 -5 979 £500 -4.76% 416
London +2 623 £523 -5.00% 169
UK excluding London -34 374 £475 -0.42% 337
Work from Home -5 361 £500 -4.94% 200
Midlands -10 120 £500 +4.82% 49
North of England -41 108 £463 - 93
West Midlands -16 105 £513 +4.59% 38
North West -15 63 £425 -2.86% 54
Scotland +13 53 £450 +1.41% 31
South East -35 49 £513 -2.38% 107
South West -6 45 £525 +5.00% 41
Yorkshire -42 32 £494 -3.66% 30
Wales -12 17 £410 -18.00% 5
East Midlands -25 15 £450 +20.40% 11
North East -12 13 £463 -11.90% 11
East of England -31 5 £510 +60.26% 14
Northern Ireland -2 1 £430 -21.82%

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

For the 6 months to 10 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.

1 678 (58.50%) Python
2 662 (57.12%) SQL
3 505 (43.57%) Azure
4 493 (42.54%) Data Pipeline
5 476 (41.07%) ETL
6 449 (38.74%) Data Engineering
7 414 (35.72%) Analytics
8 397 (34.25%) Data Modelling
9 382 (32.96%) Databricks
10 349 (30.11%) AWS
11 326 (28.13%) CI/CD
12 323 (27.87%) Data Quality
13 293 (25.28%) Security Cleared
14 267 (23.04%) Business Intelligence
15 259 (22.35%) SC Cleared
16 230 (19.84%) DevOps
17 227 (19.59%) Data Warehouse
17 227 (19.59%) Power Platform
18 226 (19.50%) PySpark
19 219 (18.90%) Power BI
20 216 (18.64%) Agile
21 210 (18.12%) Azure Data Factory
22 185 (15.96%) Problem-Solving
23 179 (15.44%) Data Governance
24 178 (15.36%) Data Science
25 155 (13.37%) Microsoft
26 154 (13.29%) Snowflake
27 153 (13.20%) Git
28 150 (12.94%) Data Lake
29 148 (12.77%) 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
1 138 (11.91%) Apache Airflow
2 127 (10.96%) Apache Spark
3 88 (7.59%) Apache
4 22 (1.90%) SAS
5 18 (1.55%) Confluence
5 18 (1.55%) Palantir Foundry
6 6 (0.52%) Apache Pig
6 6 (0.52%) Oracle Application Server
7 5 (0.43%) IIS
7 5 (0.43%) Jupyter
8 4 (0.35%) Microsoft Exchange
8 4 (0.35%) SharePoint
9 3 (0.26%) ArcGIS
10 2 (0.17%) Luigi
11 1 (0.086%) Apache Superset
11 1 (0.086%) Apache Synapse
11 1 (0.086%) Appian
11 1 (0.086%) Camunda
11 1 (0.086%) nginx
11 1 (0.086%) Oracle SOA Suite
Applications
1 12 (1.04%) Microsoft Excel
2 2 (0.17%) Chatbot
2 2 (0.17%) Microsoft Office
3 1 (0.086%) Microsoft PowerPoint
Business Applications
1 2 (0.17%) Dynamics CRM
1 2 (0.17%) Maximo
2 1 (0.086%) Actimize
2 1 (0.086%) Aladdin
2 1 (0.086%) Elite 3E
2 1 (0.086%) Oracle BPM
2 1 (0.086%) SAP ERP
Cloud Services
1 505 (43.57%) Azure
2 349 (30.11%) AWS
3 227 (19.59%) Power Platform
4 210 (18.12%) Azure Data Factory
5 154 (13.29%) Snowflake
6 133 (11.48%) Azure Synapse Analytics
7 128 (11.04%) GCP
8 121 (10.44%) Amazon S3
9 119 (10.27%) dbt
10 108 (9.32%) Serverless
11 104 (8.97%) GitHub
12 85 (7.33%) Azure DevOps
13 72 (6.21%) AWS Lambda
14 53 (4.57%) GitHub Actions
15 44 (3.80%) AWS CloudFormation
16 27 (2.33%) SaaS
17 25 (2.16%) Amazon EMR
17 25 (2.16%) AWS Step Functions
17 25 (2.16%) Microsoft Purview
18 22 (1.90%) Amazon Kinesis
Communications & Networking
1 11 (0.95%) DNS
2 10 (0.86%) BGP
2 10 (0.86%) DMZ
2 10 (0.86%) Multicast
2 10 (0.86%) VPN
3 4 (0.35%) Firewall
4 3 (0.26%) SAN
4 3 (0.26%) Structured Cabling
5 1 (0.086%) Internet
5 1 (0.086%) LAN
5 1 (0.086%) MQTT
5 1 (0.086%) Network Security
5 1 (0.086%) Software-Defined Networking
5 1 (0.086%) TCP/IP
5 1 (0.086%) WAN
5 1 (0.086%) Wi-Fi
Database & Business Intelligence
1 227 (19.59%) Data Warehouse
2 219 (18.90%) Power BI
3 150 (12.94%) Data Lake
4 97 (8.37%) SQL Server
5 73 (6.30%) Big Data
6 71 (6.13%) PostgreSQL
7 70 (6.04%) Azure SQL Database
8 69 (5.95%) BigQuery
8 69 (5.95%) Delta Lake
9 66 (5.69%) Amazon Redshift
10 65 (5.61%) NoSQL
11 60 (5.18%) Metadata
12 51 (4.40%) SQL Server Integration Services
13 42 (3.62%) Tableau
14 41 (3.54%) Amazon Athena
15 40 (3.45%) Snowflake Schema
16 39 (3.36%) Hadoop
16 39 (3.36%) Relational Database
17 34 (2.93%) Star Schema
18 31 (2.67%) Pentaho
Development Applications
1 153 (13.20%) Git
2 55 (4.75%) Jenkins
3 43 (3.71%) JIRA
4 42 (3.62%) GitLab
5 23 (1.98%) MLflow
6 6 (0.52%) DBeaver
7 4 (0.35%) Bitbucket
7 4 (0.35%) Visual Studio
8 3 (0.26%) Cucumber
8 3 (0.26%) Selenium
9 2 (0.17%) JMeter
9 2 (0.17%) JUnit
9 2 (0.17%) Visual Studio Code
9 2 (0.17%) Zephyr
10 1 (0.086%) Artifactory
10 1 (0.086%) Gradle
10 1 (0.086%) Maven
10 1 (0.086%) Mockito
10 1 (0.086%) Team Foundation Server
10 1 (0.086%) TeamCity
General
1 203 (17.52%) Social Skills
2 174 (15.01%) Finance
3 126 (10.87%) Analytical Skills
4 79 (6.82%) Public Sector
5 57 (4.92%) Banking
6 35 (3.02%) Inclusion and Diversity
7 16 (1.38%) Investment Banking
8 13 (1.12%) Retail
9 12 (1.04%) Front Office
9 12 (1.04%) Marketing
10 11 (0.95%) Documentation Skills
10 11 (0.95%) Pharmaceutical
11 8 (0.69%) Telecoms
12 7 (0.60%) Manufacturing
12 7 (0.60%) Military
13 5 (0.43%) Law
13 5 (0.43%) Publishing
14 4 (0.35%) Influencing Skills
14 4 (0.35%) Legal
14 4 (0.35%) Organisational Skills
Libraries, Frameworks & Software Standards
1 226 (19.50%) PySpark
2 119 (10.27%) Kafka
3 47 (4.06%) Pandas
4 32 (2.76%) REST
5 24 (2.07%) NumPy
6 23 (1.98%) JSON
7 21 (1.81%) YAML
8 16 (1.38%) PyTorch
8 16 (1.38%) XML
9 15 (1.29%) RESTful
10 14 (1.21%) Apache NiFi
11 12 (1.04%) Great Expectations
11 12 (1.04%) Keycloak
11 12 (1.04%) Node.js
11 12 (1.04%) TensorFlow
12 10 (0.86%) pytest
12 10 (0.86%) scikit-learn
13 9 (0.78%) Flask
13 9 (0.78%) Matplotlib
13 9 (0.78%) Middleware
Miscellaneous
1 87 (7.51%) Cloud Native
2 30 (2.59%) Data Structures
3 27 (2.33%) Legacy Systems
4 25 (2.16%) Product Ownership
5 21 (1.81%) Algorithms
5 21 (1.81%) Replication
6 19 (1.64%) Onboarding
7 18 (1.55%) Distributed Systems
8 17 (1.47%) Reinsurance
9 16 (1.38%) Data Protection Act
10 15 (1.29%) Clustering
11 14 (1.21%) Greenfield Project
11 14 (1.21%) Hybrid Cloud
12 11 (0.95%) Public Cloud
13 10 (0.86%) Distributed Computing
14 8 (0.69%) Life Science
14 8 (0.69%) Virtual Team
15 7 (0.60%) Management Information System
15 7 (0.60%) NHS
16 5 (0.43%) Linux Command Line
Operating Systems
1 26 (2.24%) Linux
2 17 (1.47%) Unix
3 1 (0.086%) VMS
3 1 (0.086%) Windows
Processes & Methodologies
1 493 (42.54%) Data Pipeline
2 476 (41.07%) ETL
3 449 (38.74%) Data Engineering
4 414 (35.72%) Analytics
5 397 (34.25%) Data Modelling
6 326 (28.13%) CI/CD
7 267 (23.04%) Business Intelligence
8 230 (19.84%) DevOps
9 216 (18.64%) Agile
10 185 (15.96%) Problem-Solving
11 179 (15.44%) Data Governance
12 178 (15.36%) Data Science
13 148 (12.77%) AI
14 136 (11.73%) Data Architecture
15 134 (11.56%) Machine Learning
16 133 (11.48%) Infrastructure as Code
17 130 (11.22%) Data Integration
18 117 (10.09%) Migration
19 115 (9.92%) Data Transformation
20 109 (9.40%) Performance Tuning
Programming Languages
1 678 (58.50%) Python
2 662 (57.12%) SQL
3 90 (7.77%) Scala
4 87 (7.51%) Java
5 31 (2.67%) Data Analysis Expressions
6 30 (2.59%) T-SQL
7 25 (2.16%) C#
7 25 (2.16%) PL/SQL
8 18 (1.55%) Bash
8 18 (1.55%) Bicep
9 17 (1.47%) R
10 16 (1.38%) Go
11 14 (1.21%) JavaScript
12 13 (1.12%) Shell Script
13 12 (1.04%) PowerShell
14 7 (0.60%) TypeScript
15 4 (0.35%) C++
15 4 (0.35%) Korn
16 2 (0.17%) C
16 2 (0.17%) VB
Qualifications
1 293 (25.28%) Security Cleared
2 259 (22.35%) SC Cleared
3 38 (3.28%) Degree
4 37 (3.19%) Azure Certification
5 24 (2.07%) AWS Certification
6 20 (1.73%) DV Cleared
7 17 (1.47%) Computer Science Degree
8 15 (1.29%) BPSS Clearance
9 9 (0.78%) Master's Degree
10 6 (0.52%) Microsoft Certification
11 4 (0.35%) CTC Cleared
11 4 (0.35%) DBS Check
12 3 (0.26%) IBM Certification
13 2 (0.17%) Microsoft Certified Professional
13 2 (0.17%) SnowPro
14 1 (0.086%) CCIE
14 1 (0.086%) CCNP
14 1 (0.086%) Cisco Certification
14 1 (0.086%) CISSP
14 1 (0.086%) Numerate Degree
Quality Assurance & Compliance
1 323 (27.87%) Data Quality
2 48 (4.14%) GDPR
3 27 (2.33%) QA
4 16 (1.38%) Accessibility
5 5 (0.43%) ISO/IEC 27001
6 4 (0.35%) HIPAA
7 3 (0.26%) FATCA
7 3 (0.26%) MiFID
8 2 (0.17%) Dodd-Frank
8 2 (0.17%) EMIR
8 2 (0.17%) EU AI Act
8 2 (0.17%) GRC
8 2 (0.17%) NIST
8 2 (0.17%) SOC 2
8 2 (0.17%) WCAG
9 1 (0.086%) Basel III
9 1 (0.086%) Disclosure Scotland
9 1 (0.086%) ISO 13485
9 1 (0.086%) NCSC
9 1 (0.086%) PMO
System Software
1 79 (6.82%) Docker
2 11 (0.95%) Virtual Machines
3 5 (0.43%) zsh
4 2 (0.17%) Active Directory
5 1 (0.086%) HDFS
Systems Management
1 146 (12.60%) Terraform
2 81 (6.99%) Kubernetes
3 15 (1.29%) Grafana
4 8 (0.69%) Ansible
4 8 (0.69%) Prometheus
5 5 (0.43%) Kibana
5 5 (0.43%) NetBackup
6 4 (0.35%) logstash
7 3 (0.26%) Control-M
7 3 (0.26%) Kubeflow
8 2 (0.17%) EMC NetWorker
8 2 (0.17%) Puppet
8 2 (0.17%) Tivoli Storage Manager
9 1 (0.086%) Ambari
9 1 (0.086%) Argo
9 1 (0.086%) Fluentd
9 1 (0.086%) Kustomize
9 1 (0.086%) QRadar
9 1 (0.086%) Rancher
9 1 (0.086%) ZABBIX
Vendors
1 382 (32.96%) Databricks
2 155 (13.37%) Microsoft
3 77 (6.64%) Oracle
4 45 (3.88%) Talend
5 42 (3.62%) Google
5 42 (3.62%) Informatica
6 23 (1.98%) Denodo
7 21 (1.81%) Foundry
7 21 (1.81%) Palantir
8 19 (1.64%) IBM
9 16 (1.38%) ServiceNow
10 15 (1.29%) Cisco
10 15 (1.29%) Splunk
11 11 (0.95%) Alteryx
11 11 (0.95%) Cloudera
11 11 (0.95%) F5
11 11 (0.95%) SAP
12 9 (0.78%) Confluent
13 7 (0.60%) Salesforce
13 7 (0.60%) Virgin Media