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 16 January 2026.

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

6 months to
16 Jan 2026
Same period 2025 Same period 2024
Rank 92 81 115
Rank change year-on-year -11 +34 +5
Contract jobs requiring a Data Engineer 1,020 912 874
As % of all contract jobs in the UK 2.74% 2.86% 2.05%
As % of the Job Titles category 3.00% 3.09% 2.20%
Number of daily rates quoted 733 650 652
10th Percentile £358 £350 £371
25th Percentile £413 £431 £450
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £588 £617 £635
90th Percentile £700 £700 £688
UK excluding London median daily rate £480 £480 £510
% change year-on-year +0.10% -5.98% -2.86%
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% -3.97%
75th Percentile £85.38 £94.69 £65.94
90th Percentile £110.00 £97.50 £67.65
UK excluding London median hourly rate £51.00 £26.50 £65.00
% change year-on-year +92.45% -59.23% -1.89%

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 33,987 29,559 39,694
% of contract IT jobs with a recognized job title 91.39% 92.78% 93.19%
Number of daily rates quoted 21,524 18,135 26,394
10th Percentile £300 £288 £280
25th Percentile £405 £408 £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 £475 £500
% change year-on-year - -5.00% -
Number of hourly rates quoted 1,986 889 1,685
10th Percentile £14.38 £15.61 £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% +21.43%
75th Percentile £60.00 £62.24 £65.00
90th Percentile £70.00 £73.75 £76.25
UK excluding London median hourly rate £25.15 £31.52 £45.00
% change year-on-year -20.21% -29.96% +53.85%

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 16 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 16 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 16 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 -18 864 £513 -2.38% 430
London +2 560 £525 -8.70% 159
Work from Home -14 320 £500 -4.76% 238
UK excluding London -50 313 £480 +0.10% 353
North of England -41 97 £463 +2.78% 67
Midlands -22 96 £519 +6.08% 32
West Midlands -20 83 £525 +6.06% 21
North West -21 51 £405 -8.99% 39
Scotland +4 44 £450 +1.98% 22
South West -3 42 £550 +22.22% 42
Yorkshire -42 33 £500 +1.27% 16
South East -58 33 £475 -11.63% 140
Wales -10 13 £418 -16.50% 10
North East -13 13 £450 -1.64% 14
East Midlands -20 13 £455 +24.91% 11
East of England -30 6 £625 +96.54% 42
Northern Ireland -3 1 £430 -13.57% 5

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

For the 6 months to 16 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.

1 619 (60.69%) Python
2 584 (57.25%) SQL
3 461 (45.20%) Azure
4 451 (44.22%) Data Pipeline
5 416 (40.78%) ETL
6 391 (38.33%) Data Engineering
7 355 (34.80%) Databricks
8 343 (33.63%) Analytics
8 343 (33.63%) Data Modelling
9 316 (30.98%) AWS
10 301 (29.51%) CI/CD
11 281 (27.55%) Data Quality
12 253 (24.80%) Security Cleared
13 237 (23.24%) Business Intelligence
14 224 (21.96%) SC Cleared
15 219 (21.47%) DevOps
16 215 (21.08%) Data Warehouse
17 201 (19.71%) PySpark
18 199 (19.51%) Agile
19 196 (19.22%) Azure Data Factory
20 194 (19.02%) Power Platform
21 190 (18.63%) Power BI
22 160 (15.69%) Data Science
23 157 (15.39%) Problem-Solving
24 147 (14.41%) Data Governance
25 139 (13.63%) Git
25 139 (13.63%) Snowflake
26 137 (13.43%) Data Lake
27 135 (13.24%) Microsoft
28 132 (12.94%) 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
1 131 (12.84%) Apache Airflow
2 117 (11.47%) Apache Spark
3 79 (7.75%) Apache
4 24 (2.35%) SAS
5 23 (2.25%) Confluence
6 6 (0.59%) Apache Pig
6 6 (0.59%) Oracle Application Server
7 5 (0.49%) IIS
7 5 (0.49%) Jupyter
8 4 (0.39%) Microsoft Exchange
8 4 (0.39%) SharePoint
9 3 (0.29%) ArcGIS
9 3 (0.29%) Luigi
10 1 (0.098%) Apache Superset
10 1 (0.098%) Apache Synapse
10 1 (0.098%) Appian
10 1 (0.098%) nginx
10 1 (0.098%) Oracle SOA Suite
Applications
1 10 (0.98%) Microsoft Excel
2 2 (0.20%) Chatbot
2 2 (0.20%) Microsoft PowerPoint
3 1 (0.098%) Microsoft Office
3 1 (0.098%) MS Visio
3 1 (0.098%) SPSS
3 1 (0.098%) Stata
Business Applications
1 2 (0.20%) Aladdin
1 2 (0.20%) Maximo
1 2 (0.20%) SAP S/4HANA
2 1 (0.098%) Actimize
2 1 (0.098%) Dynamics CRM
2 1 (0.098%) NetSuite
2 1 (0.098%) Oracle BPM
2 1 (0.098%) SAP ERP
Cloud Services
1 461 (45.20%) Azure
2 316 (30.98%) AWS
3 196 (19.22%) Azure Data Factory
4 194 (19.02%) Power Platform
5 139 (13.63%) Snowflake
6 122 (11.96%) Azure Synapse Analytics
7 117 (11.47%) GCP
8 109 (10.69%) dbt
9 104 (10.20%) Amazon S3
10 93 (9.12%) Serverless
11 89 (8.73%) GitHub
12 74 (7.25%) Azure DevOps
13 60 (5.88%) AWS Lambda
14 47 (4.61%) GitHub Actions
15 37 (3.63%) AWS CloudFormation
16 28 (2.75%) SaaS
17 24 (2.35%) Microsoft Purview
18 22 (2.16%) AWS Step Functions
19 20 (1.96%) Amazon Kinesis
20 18 (1.76%) Amazon EMR
Communications & Networking
1 5 (0.49%) BGP
1 5 (0.49%) DMZ
1 5 (0.49%) DNS
1 5 (0.49%) Multicast
1 5 (0.49%) VPN
2 4 (0.39%) Firewall
3 3 (0.29%) SAN
4 2 (0.20%) Internet
4 2 (0.20%) Structured Cabling
5 1 (0.098%) LAN
5 1 (0.098%) MQTT
5 1 (0.098%) Network Security
5 1 (0.098%) Software-Defined Networking
5 1 (0.098%) TCP/IP
5 1 (0.098%) WAN
5 1 (0.098%) Wi-Fi
Database & Business Intelligence
1 215 (21.08%) Data Warehouse
2 190 (18.63%) Power BI
3 137 (13.43%) Data Lake
4 88 (8.63%) SQL Server
5 70 (6.86%) Big Data
6 67 (6.57%) Azure SQL Database
7 65 (6.37%) PostgreSQL
8 64 (6.27%) NoSQL
9 57 (5.59%) BigQuery
9 57 (5.59%) Delta Lake
10 56 (5.49%) Amazon Redshift
11 54 (5.29%) Metadata
12 44 (4.31%) Hadoop
13 43 (4.22%) SQL Server Integration Services
14 39 (3.82%) Relational Database
15 36 (3.53%) Amazon Athena
15 36 (3.53%) Tableau
16 31 (3.04%) Pentaho
16 31 (3.04%) Snowflake Schema
17 28 (2.75%) Star Schema
Development Applications
1 139 (13.63%) Git
2 62 (6.08%) Jenkins
3 47 (4.61%) JIRA
4 43 (4.22%) GitLab
5 24 (2.35%) MLflow
6 6 (0.59%) DBeaver
7 4 (0.39%) Bitbucket
8 3 (0.29%) Cucumber
9 2 (0.20%) JMeter
9 2 (0.20%) Selenium
9 2 (0.20%) Visual Studio
9 2 (0.20%) Visual Studio Code
9 2 (0.20%) Zephyr
10 1 (0.098%) Artifactory
10 1 (0.098%) ERwin
10 1 (0.098%) Gradle
10 1 (0.098%) Maven
10 1 (0.098%) Mockito
10 1 (0.098%) Team Foundation Server
10 1 (0.098%) TeamCity
General
1 182 (17.84%) Social Skills
2 164 (16.08%) Finance
3 110 (10.78%) Analytical Skills
4 76 (7.45%) Public Sector
5 48 (4.71%) Banking
6 33 (3.24%) Inclusion and Diversity
7 17 (1.67%) Investment Banking
8 15 (1.47%) Front Office
9 14 (1.37%) Pharmaceutical
10 11 (1.08%) Retail
11 10 (0.98%) Marketing
11 10 (0.98%) Telecoms
12 8 (0.78%) Documentation Skills
13 7 (0.69%) Military
14 5 (0.49%) Corporate Banking
14 5 (0.49%) Health Technology
14 5 (0.49%) Manufacturing
15 4 (0.39%) Back Office
15 4 (0.39%) Organisational Skills
15 4 (0.39%) Tech for Good
Libraries, Frameworks & Software Standards
1 201 (19.71%) PySpark
2 102 (10.00%) Kafka
3 41 (4.02%) Pandas
4 29 (2.84%) REST
5 24 (2.35%) NumPy
6 19 (1.86%) RESTful
7 17 (1.67%) JSON
7 17 (1.67%) YAML
8 15 (1.47%) Apache NiFi
8 15 (1.47%) PyTorch
9 12 (1.18%) Keycloak
9 12 (1.18%) TensorFlow
9 12 (1.18%) XML
10 10 (0.98%) Node.js
11 9 (0.88%) Flask
11 9 (0.88%) HTML
11 9 (0.88%) Middleware
11 9 (0.88%) RabbitMQ
12 8 (0.78%) Great Expectations
12 8 (0.78%) pytest
Miscellaneous
1 67 (6.57%) Cloud Native
2 30 (2.94%) Data Structures
3 29 (2.84%) Legacy Systems
4 27 (2.65%) Product Ownership
5 20 (1.96%) Replication
6 19 (1.86%) Algorithms
7 16 (1.57%) Greenfield Project
7 16 (1.57%) Onboarding
8 13 (1.27%) Hybrid Cloud
8 13 (1.27%) Reinsurance
9 12 (1.18%) Data Protection Act
10 11 (1.08%) Distributed Systems
11 9 (0.88%) Life Science
12 8 (0.78%) Clustering
12 8 (0.78%) NHS
13 7 (0.69%) Distributed Computing
13 7 (0.69%) IoT
13 7 (0.69%) Management Information System
14 6 (0.59%) AI Agents
14 6 (0.59%) Self-Motivation
Operating Systems
1 26 (2.55%) Linux
2 13 (1.27%) Unix
3 1 (0.098%) VMS
Processes & Methodologies
1 451 (44.22%) Data Pipeline
2 416 (40.78%) ETL
3 391 (38.33%) Data Engineering
4 343 (33.63%) Analytics
4 343 (33.63%) Data Modelling
5 301 (29.51%) CI/CD
6 237 (23.24%) Business Intelligence
7 219 (21.47%) DevOps
8 199 (19.51%) Agile
9 160 (15.69%) Data Science
10 157 (15.39%) Problem-Solving
11 147 (14.41%) Data Governance
12 132 (12.94%) Machine Learning
13 131 (12.84%) AI
14 128 (12.55%) Data Integration
15 123 (12.06%) Data Architecture
16 110 (10.78%) Infrastructure as Code
17 97 (9.51%) Data Transformation
18 95 (9.31%) Migration
19 89 (8.73%) Visualisation
Programming Languages
1 619 (60.69%) Python
2 584 (57.25%) SQL
3 87 (8.53%) Scala
4 74 (7.25%) Java
5 25 (2.45%) Data Analysis Expressions
5 25 (2.45%) PL/SQL
5 25 (2.45%) T-SQL
6 22 (2.16%) Bash
7 18 (1.76%) R
8 16 (1.57%) Go
9 15 (1.47%) Bicep
9 15 (1.47%) C#
9 15 (1.47%) JavaScript
10 11 (1.08%) Shell Script
11 9 (0.88%) PowerShell
12 8 (0.78%) TypeScript
13 4 (0.39%) Korn
14 3 (0.29%) C++
15 2 (0.20%) ABAP
15 2 (0.20%) VB
Qualifications
1 253 (24.80%) Security Cleared
2 224 (21.96%) SC Cleared
3 33 (3.24%) Azure Certification
4 28 (2.75%) Degree
5 20 (1.96%) AWS Certification
5 20 (1.96%) DV Cleared
6 15 (1.47%) Computer Science Degree
7 10 (0.98%) BPSS Clearance
8 6 (0.59%) Master's Degree
8 6 (0.59%) Microsoft Certification
9 4 (0.39%) CTC Cleared
9 4 (0.39%) DBS Check
10 2 (0.20%) MCP
10 2 (0.20%) SnowPro
11 1 (0.098%) AWS Certified Solutions Architect
11 1 (0.098%) HND
11 1 (0.098%) ITIL Certification
11 1 (0.098%) PhD
11 1 (0.098%) Tableau Certification
Quality Assurance & Compliance
1 281 (27.55%) Data Quality
2 45 (4.41%) GDPR
3 20 (1.96%) QA
4 12 (1.18%) Accessibility
5 5 (0.49%) HIPAA
6 4 (0.39%) ISO/IEC 27001
6 4 (0.39%) MiFID
7 2 (0.20%) Dodd-Frank
7 2 (0.20%) EMIR
7 2 (0.20%) EU AI Act
7 2 (0.20%) NIST
7 2 (0.20%) SLA
7 2 (0.20%) WCAG
8 1 (0.098%) Basel III
8 1 (0.098%) Disclosure Scotland
8 1 (0.098%) GRC
8 1 (0.098%) HL7
8 1 (0.098%) ISO/IEC 20000
8 1 (0.098%) NCSC
8 1 (0.098%) SOC 2
System Software
1 81 (7.94%) Docker
2 10 (0.98%) Virtual Machines
3 5 (0.49%) zsh
4 3 (0.29%) Active Directory
5 1 (0.098%) HDFS
Systems Management
1 123 (12.06%) Terraform
2 82 (8.04%) Kubernetes
3 13 (1.27%) Ansible
3 13 (1.27%) Grafana
4 9 (0.88%) NetBackup
5 6 (0.59%) Prometheus
6 5 (0.49%) Kibana
7 3 (0.29%) Kubeflow
7 3 (0.29%) logstash
7 3 (0.29%) Puppet
8 2 (0.20%) Control-M
8 2 (0.20%) EMC NetWorker
8 2 (0.20%) Tivoli Storage Manager
9 1 (0.098%) Ambari
9 1 (0.098%) Argo
9 1 (0.098%) Kustomize
9 1 (0.098%) ZABBIX
Vendors
1 355 (34.80%) Databricks
2 135 (13.24%) Microsoft
3 71 (6.96%) Oracle
4 41 (4.02%) Talend
5 39 (3.82%) Google
6 31 (3.04%) Informatica
7 24 (2.35%) Denodo
8 22 (2.16%) Foundry
8 22 (2.16%) Palantir
9 17 (1.67%) ServiceNow
10 16 (1.57%) IBM
11 14 (1.37%) SAP
12 12 (1.18%) Cloudera
13 11 (1.08%) Splunk
14 9 (0.88%) Cisco
14 9 (0.88%) Commvault
14 9 (0.88%) Red Hat
14 9 (0.88%) Veritas
15 8 (0.78%) Confluent
15 8 (0.78%) Salesforce