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 January 2026.

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

6 months to
11 Jan 2026
Same period 2025 Same period 2024
Rank 100 78 122
Rank change year-on-year -22 +44 -1
Contract jobs requiring a Data Engineer 960 896 871
As % of all contract jobs in the UK 2.64% 2.82% 2.03%
As % of the Job Titles category 2.89% 3.04% 2.17%
Number of daily rates quoted 686 637 651
10th Percentile £358 £358 £375
25th Percentile £413 £435 £450
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £588 £625 £638
90th Percentile £688 £700 £700
UK excluding London median daily rate £488 £488 £500
% change year-on-year -0.15% -2.35% -4.76%
Number of hourly rates quoted 10 12 18
10th Percentile £25.92 £25.35 £35.00
25th Percentile £34.13 £26.30 £42.20
Median hourly rate £54.00 £53.75 £60.50
Median % change year-on-year +0.47% -11.16% -9.02%
75th Percentile £85.38 £94.69 £66.88
90th Percentile £110.00 £97.50 £69.35
UK excluding London median hourly rate £51.00 £26.50 £66.25
% change year-on-year +92.45% -60.00% -

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 33,229 29,465 40,074
% of contract IT jobs with a recognized job title 91.31% 92.70% 93.26%
Number of daily rates quoted 21,002 18,045 26,741
10th Percentile £300 £291 £280
25th Percentile £405 £409 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £618 £638 £638
90th Percentile £720 £738 £738
UK excluding London median daily rate £475 £480 £500
% change year-on-year -1.04% -4.00% -
Number of hourly rates quoted 1,953 888 1,677
10th Percentile £14.38 £15.60 £14.16
25th Percentile £18.25 £21.22 £18.93
Median hourly rate £26.50 £32.50 £42.50
Median % change year-on-year -18.46% -23.53% +28.79%
75th Percentile £60.00 £62.31 £65.00
90th Percentile £70.60 £73.75 £76.25
UK excluding London median hourly rate £25.15 £31.51 £44.78
% change year-on-year -20.18% -29.63% +65.05%

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 January 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 January 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 January 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 -18 814 £513 -3.21% 674
London -1 522 £525 -8.70% 162
Work from Home -11 297 £500 -4.76% 259
UK excluding London -57 297 £488 -0.15% 604
North of England -37 94 £463 - 115
Midlands -24 84 £525 +7.14% 83
West Midlands -16 71 £525 +5.00% 38
North West -27 49 £405 -10.00% 52
Scotland +5 44 £450 +3.45% 21
South West -2 42 £550 +22.22% 80
Yorkshire -41 32 £500 +1.27% 41
South East -45 32 £475 -11.63% 203
North East -8 13 £450 -1.64% 24
East Midlands -15 13 £450 +26.40% 45
Wales -12 11 £438 -12.50% 21
East of England -27 6 £625 +96.54% 82
Northern Ireland -6 1 £430 -13.57% 11

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

For the 6 months to 11 January 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.

1 584 (60.83%) Python
2 545 (56.77%) SQL
3 429 (44.69%) Azure
4 425 (44.27%) Data Pipeline
5 392 (40.83%) ETL
6 369 (38.44%) Data Engineering
7 326 (33.96%) Databricks
8 323 (33.65%) Data Modelling
9 310 (32.29%) Analytics
10 293 (30.52%) AWS
11 280 (29.17%) CI/CD
12 255 (26.56%) Data Quality
13 225 (23.44%) Security Cleared
14 222 (23.13%) Business Intelligence
15 214 (22.29%) Data Warehouse
16 208 (21.67%) DevOps
17 197 (20.52%) SC Cleared
18 188 (19.58%) Azure Data Factory
18 188 (19.58%) PySpark
19 184 (19.17%) Agile
20 181 (18.85%) Power Platform
21 177 (18.44%) Power BI
22 153 (15.94%) Data Science
23 145 (15.10%) Problem-Solving
24 135 (14.06%) Git
25 134 (13.96%) Data Governance
26 133 (13.85%) Snowflake
27 129 (13.44%) Apache Airflow
28 128 (13.33%) Data Lake
28 128 (13.33%) Machine Learning

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
1 129 (13.44%) Apache Airflow
2 114 (11.88%) Apache Spark
3 76 (7.92%) Apache
4 22 (2.29%) Confluence
5 20 (2.08%) SAS
6 6 (0.63%) Apache Pig
6 6 (0.63%) Oracle Application Server
7 5 (0.52%) IIS
7 5 (0.52%) Jupyter
8 3 (0.31%) ArcGIS
8 3 (0.31%) Luigi
8 3 (0.31%) SharePoint
9 2 (0.21%) Oracle SOA Suite
10 1 (0.10%) Apache Superset
10 1 (0.10%) Apache Synapse
10 1 (0.10%) Microsoft Exchange
10 1 (0.10%) nginx
Applications
1 9 (0.94%) Microsoft Excel
2 2 (0.21%) Chatbot
2 2 (0.21%) Microsoft PowerPoint
3 1 (0.10%) Microsoft Office
3 1 (0.10%) MS Visio
3 1 (0.10%) SPSS
3 1 (0.10%) Stata
Business Applications
1 2 (0.21%) Aladdin
1 2 (0.21%) Maximo
1 2 (0.21%) Oracle BPM
1 2 (0.21%) SAP S/4HANA
2 1 (0.10%) Actimize
2 1 (0.10%) Dynamics CRM
2 1 (0.10%) NetSuite
2 1 (0.10%) SAP ERP
Cloud Services
1 429 (44.69%) Azure
2 293 (30.52%) AWS
3 188 (19.58%) Azure Data Factory
4 181 (18.85%) Power Platform
5 133 (13.85%) Snowflake
6 113 (11.77%) Azure Synapse Analytics
7 112 (11.67%) GCP
8 104 (10.83%) Amazon S3
9 98 (10.21%) dbt
10 90 (9.38%) Serverless
11 87 (9.06%) GitHub
12 68 (7.08%) Azure DevOps
13 56 (5.83%) AWS Lambda
14 47 (4.90%) GitHub Actions
15 33 (3.44%) AWS CloudFormation
16 28 (2.92%) SaaS
17 22 (2.29%) Microsoft Purview
18 21 (2.19%) AWS Step Functions
19 19 (1.98%) Amazon Kinesis
20 18 (1.88%) Amazon EMR
Communications & Networking
1 4 (0.42%) DNS
1 4 (0.42%) Firewall
2 3 (0.31%) BGP
2 3 (0.31%) DMZ
2 3 (0.31%) Multicast
2 3 (0.31%) SAN
2 3 (0.31%) Structured Cabling
2 3 (0.31%) VPN
3 2 (0.21%) Internet
3 2 (0.21%) TCP/IP
3 2 (0.21%) Wi-Fi
4 1 (0.10%) LAN
4 1 (0.10%) MQTT
4 1 (0.10%) Network Security
4 1 (0.10%) Software-Defined Networking
4 1 (0.10%) SSH
4 1 (0.10%) SSL
4 1 (0.10%) WAN
Database & Business Intelligence
1 214 (22.29%) Data Warehouse
2 177 (18.44%) Power BI
3 128 (13.33%) Data Lake
4 79 (8.23%) SQL Server
5 73 (7.60%) Big Data
6 65 (6.77%) Azure SQL Database
7 61 (6.35%) PostgreSQL
8 59 (6.15%) NoSQL
9 55 (5.73%) Amazon Redshift
10 53 (5.52%) BigQuery
10 53 (5.52%) Delta Lake
11 47 (4.90%) Hadoop
12 46 (4.79%) Metadata
13 40 (4.17%) SQL Server Integration Services
14 38 (3.96%) Relational Database
15 35 (3.65%) Tableau
16 33 (3.44%) Amazon Athena
17 29 (3.02%) Snowflake Schema
18 27 (2.81%) Elasticsearch
19 26 (2.71%) Star Schema
Development Applications
1 135 (14.06%) Git
2 62 (6.46%) Jenkins
3 42 (4.38%) JIRA
4 38 (3.96%) GitLab
5 25 (2.60%) MLflow
6 6 (0.63%) DBeaver
7 5 (0.52%) Bitbucket
8 4 (0.42%) Visual Studio Code
9 3 (0.31%) Cucumber
9 3 (0.31%) Poetry
10 2 (0.21%) JMeter
10 2 (0.21%) PyCharm
10 2 (0.21%) Selenium
10 2 (0.21%) SonarQube
10 2 (0.21%) Visual Studio
10 2 (0.21%) Zephyr
11 1 (0.10%) ERwin
11 1 (0.10%) Gradle
11 1 (0.10%) JUnit
11 1 (0.10%) Sonatype Nexus
General
1 168 (17.50%) Social Skills
2 152 (15.83%) Finance
3 102 (10.63%) Analytical Skills
4 68 (7.08%) Public Sector
5 46 (4.79%) Banking
6 28 (2.92%) Inclusion and Diversity
7 15 (1.56%) Investment Banking
8 14 (1.46%) Front Office
9 13 (1.35%) Pharmaceutical
10 10 (1.04%) Marketing
10 10 (1.04%) Retail
10 10 (1.04%) Telecoms
11 7 (0.73%) Documentation Skills
12 6 (0.63%) Military
13 5 (0.52%) Health Technology
13 5 (0.52%) Manufacturing
14 4 (0.42%) Law
14 4 (0.42%) Legal
14 4 (0.42%) Organisational Skills
14 4 (0.42%) Tech for Good
Libraries, Frameworks & Software Standards
1 188 (19.58%) PySpark
2 97 (10.10%) Kafka
3 41 (4.27%) Pandas
4 29 (3.02%) REST
5 25 (2.60%) NumPy
6 19 (1.98%) RESTful
7 16 (1.67%) Apache NiFi
8 15 (1.56%) JSON
8 15 (1.56%) XML
9 14 (1.46%) PyTorch
9 14 (1.46%) YAML
10 12 (1.25%) Keycloak
11 11 (1.15%) Flask
11 11 (1.15%) TensorFlow
12 10 (1.04%) Node.js
12 10 (1.04%) RabbitMQ
13 9 (0.94%) HTML
13 9 (0.94%) Middleware
14 8 (0.83%) pytest
15 7 (0.73%) scikit-learn
Miscellaneous
1 56 (5.83%) Cloud Native
2 28 (2.92%) Legacy Systems
3 26 (2.71%) Data Structures
3 26 (2.71%) Product Ownership
4 20 (2.08%) Replication
5 19 (1.98%) Algorithms
6 15 (1.56%) Onboarding
7 14 (1.46%) Greenfield Project
8 13 (1.35%) Hybrid Cloud
9 11 (1.15%) Data Protection Act
9 11 (1.15%) Distributed Systems
10 9 (0.94%) Life Science
10 9 (0.94%) Reinsurance
11 8 (0.83%) Clustering
11 8 (0.83%) NHS
12 7 (0.73%) Distributed Computing
12 7 (0.73%) IoT
13 6 (0.63%) Self-Motivation
13 6 (0.63%) Virtual Team
14 5 (0.52%) Linux Command Line
Operating Systems
1 28 (2.92%) Linux
2 11 (1.15%) Unix
3 1 (0.10%) VMS
Processes & Methodologies
1 425 (44.27%) Data Pipeline
2 392 (40.83%) ETL
3 369 (38.44%) Data Engineering
4 323 (33.65%) Data Modelling
5 310 (32.29%) Analytics
6 280 (29.17%) CI/CD
7 222 (23.13%) Business Intelligence
8 208 (21.67%) DevOps
9 184 (19.17%) Agile
10 153 (15.94%) Data Science
11 145 (15.10%) Problem-Solving
12 134 (13.96%) Data Governance
13 128 (13.33%) Machine Learning
14 121 (12.60%) Data Integration
15 120 (12.50%) AI
16 117 (12.19%) Data Architecture
17 101 (10.52%) Infrastructure as Code
18 91 (9.48%) Migration
19 86 (8.96%) Performance Tuning
20 83 (8.65%) Data Transformation
Programming Languages
1 584 (60.83%) Python
2 545 (56.77%) SQL
3 84 (8.75%) Scala
4 73 (7.60%) Java
5 25 (2.60%) PL/SQL
6 23 (2.40%) Bash
6 23 (2.40%) T-SQL
7 22 (2.29%) Data Analysis Expressions
8 18 (1.88%) R
9 16 (1.67%) C#
9 16 (1.67%) Go
10 14 (1.46%) Bicep
10 14 (1.46%) JavaScript
11 9 (0.94%) PowerShell
11 9 (0.94%) Shell Script
12 8 (0.83%) TypeScript
13 4 (0.42%) Korn
14 3 (0.31%) C++
14 3 (0.31%) Groovy
15 2 (0.21%) VB
Qualifications
1 225 (23.44%) Security Cleared
2 197 (20.52%) SC Cleared
3 31 (3.23%) Azure Certification
4 26 (2.71%) Degree
5 23 (2.40%) AWS Certification
6 20 (2.08%) DV Cleared
7 14 (1.46%) Computer Science Degree
8 10 (1.04%) BPSS Clearance
9 6 (0.63%) Master's Degree
10 5 (0.52%) Microsoft Certification
11 4 (0.42%) CTC Cleared
11 4 (0.42%) DBS Check
12 2 (0.21%) MCP
12 2 (0.21%) SnowPro
13 1 (0.10%) AWS Certified Solutions Architect
13 1 (0.10%) HND
13 1 (0.10%) ITIL Certification
13 1 (0.10%) PhD
13 1 (0.10%) Tableau Certification
Quality Assurance & Compliance
1 255 (26.56%) Data Quality
2 42 (4.38%) GDPR
3 18 (1.88%) QA
4 12 (1.25%) Accessibility
5 5 (0.52%) HIPAA
6 3 (0.31%) ISO/IEC 27001
6 3 (0.31%) MiFID
7 2 (0.21%) Dodd-Frank
7 2 (0.21%) EMIR
7 2 (0.21%) EU AI Act
7 2 (0.21%) ISO/IEC 20000
7 2 (0.21%) NIST
7 2 (0.21%) SLA
7 2 (0.21%) WCAG
8 1 (0.10%) Basel III
8 1 (0.10%) Disclosure Scotland
8 1 (0.10%) HL7
8 1 (0.10%) NCSC
8 1 (0.10%) Sarbanes-Oxley
8 1 (0.10%) SOC 2
System Software
1 75 (7.81%) Docker
2 9 (0.94%) Virtual Machines
3 5 (0.52%) zsh
4 3 (0.31%) Active Directory
5 1 (0.10%) HDFS
Systems Management
1 110 (11.46%) Terraform
2 75 (7.81%) Kubernetes
3 13 (1.35%) Ansible
4 11 (1.15%) Grafana
5 9 (0.94%) NetBackup
6 6 (0.63%) Prometheus
7 5 (0.52%) Kibana
8 4 (0.42%) Puppet
9 3 (0.31%) Kubeflow
9 3 (0.31%) logstash
10 2 (0.21%) Ambari
10 2 (0.21%) Argo
10 2 (0.21%) Control-M
10 2 (0.21%) EMC NetWorker
10 2 (0.21%) Tivoli Storage Manager
10 2 (0.21%) ZABBIX
11 1 (0.10%) Istio
11 1 (0.10%) Kustomize
Vendors
1 326 (33.96%) Databricks
2 128 (13.33%) Microsoft
3 61 (6.35%) Oracle
4 39 (4.06%) Google
5 29 (3.02%) Talend
6 22 (2.29%) Foundry
6 22 (2.29%) Palantir
7 20 (2.08%) Denodo
8 19 (1.98%) Informatica
9 16 (1.67%) IBM
9 16 (1.67%) ServiceNow
10 14 (1.46%) Cloudera
10 14 (1.46%) SAP
11 11 (1.15%) Red Hat
11 11 (1.15%) Splunk
12 9 (0.94%) Commvault
12 9 (0.94%) Veritas
13 8 (0.83%) Confluent
14 7 (0.73%) Cisco
14 7 (0.73%) Virgin Media