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 9 February 2026.

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

6 months to
9 Feb 2026
Same period 2025 Same period 2024
Rank 87 80 109
Rank change year-on-year -7 +29 +12
Contract jobs requiring a Data Engineer 1,142 921 940
As % of all contract jobs in the UK 2.93% 2.98% 2.09%
As % of the Job Titles category 3.20% 3.21% 2.24%
Number of daily rates quoted 823 658 727
10th Percentile £360 £356 £350
25th Percentile £413 £425 £431
Median daily rate (50th Percentile) £500 £524 £525
Median % change year-on-year -4.58% -0.19% -4.55%
75th Percentile £588 £612 £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 9 14 23
10th Percentile £29.43 £25.55 £36.00
25th Percentile £33.75 £26.37 £38.67
Median hourly rate £52.50 £65.00 £60.50
Median % change year-on-year -19.23% +7.44% -3.20%
75th Percentile £69.25 £93.75 £66.25
90th Percentile £85.20 £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 35,687 28,709 41,983
% of contract IT jobs with a recognized job title 91.52% 92.95% 93.14%
Number of daily rates quoted 22,471 17,591 27,699
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 £477 £489
% change year-on-year -0.42% -2.45% -2.20%
Number of hourly rates quoted 2,179 837 2,322
10th Percentile £14.50 £15.91 £13.15
25th Percentile £18.76 £21.25 £16.54
Median hourly rate £30.00 £34.00 £35.00
Median % change year-on-year -11.76% -2.86% -
75th Percentile £61.54 £63.75 £61.25
90th Percentile £71.99 £75.00 £72.73
UK excluding London median hourly rate £28.85 £32.50 £35.00
% change year-on-year -11.23% -7.14% -

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 9 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 9 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 9 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 -11 965 £500 -4.76% 406
London +1 612 £522 -5.09% 176
UK excluding London -32 369 £475 -0.42% 322
Work from Home -4 352 £500 -4.76% 188
Midlands -6 120 £500 +4.82% 45
North of England -36 107 £466 +0.81% 86
West Midlands -18 105 £513 +4.59% 33
North West -13 62 £415 -5.14% 50
Scotland +11 50 £450 +1.41% 30
South East -40 48 £496 -5.48% 108
South West -8 45 £525 +5.00% 35
Yorkshire -45 32 £494 -3.66% 28
Wales -9 17 £410 -18.00% 5
East Midlands -21 15 £450 +20.40% 12
North East -15 13 £463 -11.90% 10
East of England -33 5 £510 +60.26% 15
Northern Ireland -3 1 £430 -21.82%

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

For the 6 months to 9 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.

1 663 (58.06%) Python
2 646 (56.57%) SQL
3 494 (43.26%) Azure
4 487 (42.64%) Data Pipeline
5 471 (41.24%) ETL
6 440 (38.53%) Data Engineering
7 405 (35.46%) Analytics
8 386 (33.80%) Data Modelling
9 373 (32.66%) Databricks
10 344 (30.12%) AWS
11 322 (28.20%) CI/CD
12 314 (27.50%) Data Quality
13 291 (25.48%) Security Cleared
14 264 (23.12%) Business Intelligence
15 259 (22.68%) SC Cleared
16 225 (19.70%) Data Warehouse
17 224 (19.61%) DevOps
18 223 (19.53%) Power Platform
19 220 (19.26%) PySpark
20 216 (18.91%) Power BI
21 211 (18.48%) Agile
22 204 (17.86%) Azure Data Factory
23 180 (15.76%) Problem-Solving
24 174 (15.24%) Data Science
25 172 (15.06%) Data Governance
26 152 (13.31%) Snowflake
27 151 (13.22%) Git
27 151 (13.22%) Microsoft
28 147 (12.87%) Data Lake
29 146 (12.78%) 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
1 136 (11.91%) Apache Airflow
2 125 (10.95%) Apache Spark
3 87 (7.62%) Apache
4 22 (1.93%) SAS
5 18 (1.58%) Confluence
5 18 (1.58%) Palantir Foundry
6 6 (0.53%) Apache Pig
6 6 (0.53%) Oracle Application Server
7 5 (0.44%) IIS
7 5 (0.44%) Jupyter
8 4 (0.35%) Microsoft Exchange
8 4 (0.35%) SharePoint
9 3 (0.26%) ArcGIS
10 2 (0.18%) Luigi
11 1 (0.088%) Apache Superset
11 1 (0.088%) Apache Synapse
11 1 (0.088%) Appian
11 1 (0.088%) Camunda
11 1 (0.088%) nginx
11 1 (0.088%) Oracle SOA Suite
Applications
1 12 (1.05%) Microsoft Excel
2 2 (0.18%) Chatbot
2 2 (0.18%) Microsoft Office
3 1 (0.088%) Microsoft PowerPoint
Business Applications
1 2 (0.18%) Dynamics CRM
1 2 (0.18%) Maximo
2 1 (0.088%) Actimize
2 1 (0.088%) Aladdin
2 1 (0.088%) Elite 3E
2 1 (0.088%) Oracle BPM
2 1 (0.088%) SAP ERP
Cloud Services
1 494 (43.26%) Azure
2 344 (30.12%) AWS
3 223 (19.53%) Power Platform
4 204 (17.86%) Azure Data Factory
5 152 (13.31%) Snowflake
6 131 (11.47%) Azure Synapse Analytics
7 124 (10.86%) GCP
8 118 (10.33%) Amazon S3
9 116 (10.16%) dbt
10 107 (9.37%) Serverless
11 103 (9.02%) GitHub
12 84 (7.36%) Azure DevOps
13 71 (6.22%) AWS Lambda
14 53 (4.64%) GitHub Actions
15 43 (3.77%) AWS CloudFormation
16 27 (2.36%) SaaS
17 25 (2.19%) Microsoft Purview
18 24 (2.10%) Amazon EMR
18 24 (2.10%) AWS Step Functions
19 22 (1.93%) Amazon Kinesis
Communications & Networking
1 10 (0.88%) BGP
1 10 (0.88%) DMZ
1 10 (0.88%) DNS
1 10 (0.88%) Multicast
1 10 (0.88%) VPN
2 4 (0.35%) Firewall
3 3 (0.26%) SAN
3 3 (0.26%) Structured Cabling
4 1 (0.088%) Internet
4 1 (0.088%) LAN
4 1 (0.088%) MQTT
4 1 (0.088%) Network Security
4 1 (0.088%) Software-Defined Networking
4 1 (0.088%) TCP/IP
4 1 (0.088%) WAN
4 1 (0.088%) Wi-Fi
Database & Business Intelligence
1 225 (19.70%) Data Warehouse
2 216 (18.91%) Power BI
3 147 (12.87%) Data Lake
4 97 (8.49%) SQL Server
5 73 (6.39%) Big Data
6 71 (6.22%) PostgreSQL
7 69 (6.04%) Azure SQL Database
8 67 (5.87%) BigQuery
8 67 (5.87%) Delta Lake
9 65 (5.69%) NoSQL
10 64 (5.60%) Amazon Redshift
11 59 (5.17%) Metadata
12 51 (4.47%) SQL Server Integration Services
13 40 (3.50%) Amazon Athena
13 40 (3.50%) Snowflake Schema
13 40 (3.50%) Tableau
14 39 (3.42%) Hadoop
14 39 (3.42%) Relational Database
15 33 (2.89%) Star Schema
16 31 (2.71%) Pentaho
Development Applications
1 151 (13.22%) Git
2 55 (4.82%) Jenkins
3 43 (3.77%) JIRA
4 42 (3.68%) GitLab
5 23 (2.01%) MLflow
6 6 (0.53%) DBeaver
7 4 (0.35%) Bitbucket
7 4 (0.35%) Visual Studio
8 3 (0.26%) Cucumber
8 3 (0.26%) Selenium
9 2 (0.18%) JMeter
9 2 (0.18%) JUnit
9 2 (0.18%) Visual Studio Code
9 2 (0.18%) Zephyr
10 1 (0.088%) Artifactory
10 1 (0.088%) Gradle
10 1 (0.088%) Maven
10 1 (0.088%) Mockito
10 1 (0.088%) Team Foundation Server
10 1 (0.088%) TeamCity
General
1 196 (17.16%) Social Skills
2 171 (14.97%) Finance
3 124 (10.86%) Analytical Skills
4 79 (6.92%) Public Sector
5 57 (4.99%) Banking
6 35 (3.06%) Inclusion and Diversity
7 16 (1.40%) Investment Banking
8 12 (1.05%) Front Office
8 12 (1.05%) Marketing
8 12 (1.05%) Retail
9 11 (0.96%) Pharmaceutical
10 10 (0.88%) Documentation Skills
11 8 (0.70%) Telecoms
12 7 (0.61%) Manufacturing
12 7 (0.61%) Military
13 5 (0.44%) Law
14 4 (0.35%) Corporate Banking
14 4 (0.35%) Health Technology
14 4 (0.35%) Legal
14 4 (0.35%) Organisational Skills
Libraries, Frameworks & Software Standards
1 220 (19.26%) PySpark
2 117 (10.25%) Kafka
3 44 (3.85%) Pandas
4 32 (2.80%) REST
5 24 (2.10%) NumPy
6 23 (2.01%) JSON
7 21 (1.84%) YAML
8 16 (1.40%) PyTorch
8 16 (1.40%) XML
9 15 (1.31%) RESTful
10 14 (1.23%) Apache NiFi
11 12 (1.05%) Keycloak
11 12 (1.05%) Node.js
11 12 (1.05%) TensorFlow
12 11 (0.96%) Great Expectations
13 10 (0.88%) pytest
14 9 (0.79%) Flask
14 9 (0.79%) HTML
14 9 (0.79%) Middleware
15 8 (0.70%) RabbitMQ
Miscellaneous
1 86 (7.53%) Cloud Native
2 30 (2.63%) Data Structures
3 27 (2.36%) Legacy Systems
4 25 (2.19%) Product Ownership
5 21 (1.84%) Algorithms
5 21 (1.84%) Replication
6 18 (1.58%) Distributed Systems
6 18 (1.58%) Onboarding
7 17 (1.49%) Reinsurance
8 16 (1.40%) Data Protection Act
9 15 (1.31%) Clustering
10 14 (1.23%) Greenfield Project
10 14 (1.23%) Hybrid Cloud
11 11 (0.96%) Public Cloud
12 10 (0.88%) Distributed Computing
13 8 (0.70%) Life Science
13 8 (0.70%) Virtual Team
14 7 (0.61%) Management Information System
14 7 (0.61%) NHS
15 5 (0.44%) Linux Command Line
Operating Systems
1 26 (2.28%) Linux
2 17 (1.49%) Unix
3 1 (0.088%) VMS
3 1 (0.088%) Windows
Processes & Methodologies
1 487 (42.64%) Data Pipeline
2 471 (41.24%) ETL
3 440 (38.53%) Data Engineering
4 405 (35.46%) Analytics
5 386 (33.80%) Data Modelling
6 322 (28.20%) CI/CD
7 264 (23.12%) Business Intelligence
8 224 (19.61%) DevOps
9 211 (18.48%) Agile
10 180 (15.76%) Problem-Solving
11 174 (15.24%) Data Science
12 172 (15.06%) Data Governance
13 146 (12.78%) AI
14 135 (11.82%) Data Architecture
15 132 (11.56%) Machine Learning
16 129 (11.30%) Data Integration
17 128 (11.21%) Infrastructure as Code
18 113 (9.89%) Migration
19 111 (9.72%) Data Transformation
20 104 (9.11%) Performance Tuning
Programming Languages
1 663 (58.06%) Python
2 646 (56.57%) SQL
3 89 (7.79%) Scala
4 87 (7.62%) Java
5 31 (2.71%) Data Analysis Expressions
6 30 (2.63%) T-SQL
7 25 (2.19%) PL/SQL
8 23 (2.01%) C#
9 18 (1.58%) Bash
9 18 (1.58%) Bicep
10 16 (1.40%) Go
10 16 (1.40%) R
11 14 (1.23%) JavaScript
12 13 (1.14%) Shell Script
13 12 (1.05%) PowerShell
14 7 (0.61%) TypeScript
15 4 (0.35%) C++
15 4 (0.35%) Korn
16 2 (0.18%) C
16 2 (0.18%) VB
Qualifications
1 291 (25.48%) Security Cleared
2 259 (22.68%) SC Cleared
3 37 (3.24%) Degree
4 36 (3.15%) Azure Certification
5 23 (2.01%) AWS Certification
6 20 (1.75%) DV Cleared
7 17 (1.49%) Computer Science Degree
8 13 (1.14%) BPSS Clearance
9 9 (0.79%) Master's Degree
10 6 (0.53%) Microsoft Certification
11 4 (0.35%) CTC Cleared
11 4 (0.35%) DBS Check
12 3 (0.26%) IBM Certification
13 2 (0.18%) Microsoft Certified Professional
13 2 (0.18%) SnowPro
14 1 (0.088%) CISSP
14 1 (0.088%) CompTIA Security+
14 1 (0.088%) ITIL Certification
14 1 (0.088%) Numerate Degree
14 1 (0.088%) Tableau Certification
Quality Assurance & Compliance
1 314 (27.50%) Data Quality
2 47 (4.12%) GDPR
3 27 (2.36%) QA
4 15 (1.31%) Accessibility
5 5 (0.44%) ISO/IEC 27001
6 4 (0.35%) HIPAA
7 3 (0.26%) FATCA
7 3 (0.26%) MiFID
8 2 (0.18%) Dodd-Frank
8 2 (0.18%) EMIR
8 2 (0.18%) EU AI Act
8 2 (0.18%) GRC
8 2 (0.18%) NIST
8 2 (0.18%) SOC 2
8 2 (0.18%) WCAG
9 1 (0.088%) Basel III
9 1 (0.088%) Disclosure Scotland
9 1 (0.088%) ISO 13485
9 1 (0.088%) NCSC
9 1 (0.088%) PMO
System Software
1 79 (6.92%) Docker
2 11 (0.96%) Virtual Machines
3 5 (0.44%) zsh
4 2 (0.18%) Active Directory
5 1 (0.088%) HDFS
Systems Management
1 142 (12.43%) Terraform
2 80 (7.01%) Kubernetes
3 15 (1.31%) Grafana
4 8 (0.70%) Ansible
4 8 (0.70%) Prometheus
5 5 (0.44%) Kibana
5 5 (0.44%) NetBackup
6 4 (0.35%) logstash
7 3 (0.26%) Control-M
7 3 (0.26%) Kubeflow
8 2 (0.18%) EMC NetWorker
8 2 (0.18%) Puppet
8 2 (0.18%) Tivoli Storage Manager
9 1 (0.088%) Ambari
9 1 (0.088%) Argo
9 1 (0.088%) Fluentd
9 1 (0.088%) Kustomize
9 1 (0.088%) QRadar
9 1 (0.088%) Rancher
9 1 (0.088%) ZABBIX
Vendors
1 373 (32.66%) Databricks
2 151 (13.22%) Microsoft
3 77 (6.74%) Oracle
4 45 (3.94%) Talend
5 42 (3.68%) Informatica
6 40 (3.50%) Google
7 23 (2.01%) Denodo
8 21 (1.84%) Foundry
8 21 (1.84%) Palantir
9 19 (1.66%) IBM
10 16 (1.40%) ServiceNow
11 15 (1.31%) Splunk
12 14 (1.23%) Cisco
13 11 (0.96%) Alteryx
13 11 (0.96%) Cloudera
13 11 (0.96%) SAP
14 10 (0.88%) F5
15 9 (0.79%) Confluent
16 7 (0.61%) Salesforce
16 7 (0.61%) Virgin Media