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 21 January 2026.

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

6 months to
21 Jan 2026
Same period 2025 Same period 2024
Rank 90 77 123
Rank change year-on-year -13 +46 -6
Contract jobs requiring a Data Engineer 1,042 913 880
As % of all contract jobs in the UK 2.77% 2.90% 2.03%
As % of the Job Titles category 3.03% 3.12% 2.18%
Number of daily rates quoted 753 649 657
10th Percentile £360 £350 £363
25th Percentile £413 £431 £438
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £588 £613 £630
90th Percentile £700 £700 £688
UK excluding London median daily rate £480 £476 £500
% change year-on-year +0.84% -4.80% -4.76%
Number of hourly rates quoted 11 13 20
10th Percentile £26.00 £25.45 £35.00
25th Percentile £32.12 £26.32 £39.26
Median hourly rate £43.50 £65.00 £60.50
Median % change year-on-year -33.08% +7.44% -3.97%
75th Percentile £83.25 £93.75 £66.25
90th Percentile £110.00 £97.50 £67.55
UK excluding London median hourly rate £37.50 £26.50 £62.50
% change year-on-year +41.51% -57.60% -5.66%

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 34,444 29,232 40,404
% of contract IT jobs with a recognized job title 91.42% 92.85% 93.09%
Number of daily rates quoted 21,829 17,869 26,812
10th Percentile £300 £290 £275
25th Percentile £405 £409 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £615 £638 £638
90th Percentile £719 £738 £738
UK excluding London median daily rate £475 £480 £500
% change year-on-year -1.04% -4.00% -
Number of hourly rates quoted 2,030 877 1,934
10th Percentile £14.38 £15.92 £13.50
25th Percentile £18.50 £21.25 £17.72
Median hourly rate £27.50 £32.50 £40.00
Median % change year-on-year -15.38% -18.75% +17.65%
75th Percentile £60.00 £62.50 £63.00
90th Percentile £70.00 £73.75 £74.81
UK excluding London median hourly rate £25.15 £32.50 £40.50
% change year-on-year -22.62% -19.75% +36.13%

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 21 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 21 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 21 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 -14 883 £513 -2.38% 436
London -1 573 £525 -8.70% 145
Work from Home -10 326 £500 -4.76% 250
UK excluding London -57 318 £480 +0.84% 378
North of England -42 98 £463 +2.78% 72
Midlands -25 97 £519 +6.19% 42
West Midlands -19 83 £525 +7.14% 29
North West -33 53 £405 -8.99% 40
Scotland +8 43 £450 +1.98% 22
South West -3 42 £550 +17.33% 43
South East -56 37 £475 -11.63% 143
Yorkshire -42 32 £500 +5.26% 19
East Midlands -22 14 £455 +24.91% 13
Wales -11 13 £418 -16.50% 13
North East -13 13 £450 -1.64% 15
East of England -33 6 £625 +96.40% 46
Northern Ireland -3 1 £430 -13.57% 6

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

For the 6 months to 21 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.

1 626 (60.08%) Python
2 593 (56.91%) SQL
3 466 (44.72%) Azure
4 459 (44.05%) Data Pipeline
5 425 (40.79%) ETL
6 397 (38.10%) Data Engineering
7 363 (34.84%) Databricks
8 351 (33.69%) Analytics
8 351 (33.69%) Data Modelling
9 320 (30.71%) AWS
10 307 (29.46%) CI/CD
11 287 (27.54%) Data Quality
12 260 (24.95%) Security Cleared
13 242 (23.22%) Business Intelligence
14 231 (22.17%) SC Cleared
15 227 (21.79%) DevOps
16 214 (20.54%) Data Warehouse
17 204 (19.58%) PySpark
18 202 (19.39%) Agile
19 197 (18.91%) Power Platform
20 193 (18.52%) Azure Data Factory
20 193 (18.52%) Power BI
21 166 (15.93%) Problem-Solving
22 159 (15.26%) Data Science
23 151 (14.49%) Data Governance
24 141 (13.53%) Snowflake
25 139 (13.34%) Data Lake
25 139 (13.34%) Microsoft
26 138 (13.24%) Git
27 133 (12.76%) 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
1 127 (12.19%) Apache Airflow
2 116 (11.13%) Apache Spark
3 79 (7.58%) Apache
4 25 (2.40%) SAS
5 23 (2.21%) Confluence
6 6 (0.58%) Apache Pig
6 6 (0.58%) Oracle Application Server
7 5 (0.48%) IIS
7 5 (0.48%) Jupyter
8 4 (0.38%) Microsoft Exchange
8 4 (0.38%) SharePoint
9 3 (0.29%) ArcGIS
9 3 (0.29%) Luigi
10 1 (0.096%) Apache Superset
10 1 (0.096%) Apache Synapse
10 1 (0.096%) Appian
10 1 (0.096%) nginx
10 1 (0.096%) Oracle SOA Suite
Applications
1 10 (0.96%) Microsoft Excel
2 2 (0.19%) Chatbot
3 1 (0.096%) Microsoft Office
3 1 (0.096%) Microsoft PowerPoint
3 1 (0.096%) MS Visio
Business Applications
1 2 (0.19%) Aladdin
1 2 (0.19%) Maximo
2 1 (0.096%) Actimize
2 1 (0.096%) Dynamics CRM
2 1 (0.096%) Elite 3E
2 1 (0.096%) NetSuite
2 1 (0.096%) Oracle BPM
2 1 (0.096%) SAP ERP
2 1 (0.096%) SAP S/4HANA
Cloud Services
1 466 (44.72%) Azure
2 320 (30.71%) AWS
3 197 (18.91%) Power Platform
4 193 (18.52%) Azure Data Factory
5 141 (13.53%) Snowflake
6 122 (11.71%) Azure Synapse Analytics
7 116 (11.13%) GCP
8 109 (10.46%) Amazon S3
9 107 (10.27%) dbt
10 100 (9.60%) Serverless
11 91 (8.73%) GitHub
12 79 (7.58%) Azure DevOps
13 64 (6.14%) AWS Lambda
14 49 (4.70%) GitHub Actions
15 38 (3.65%) AWS CloudFormation
16 28 (2.69%) SaaS
17 24 (2.30%) Microsoft Purview
18 23 (2.21%) AWS Step Functions
19 21 (2.02%) Amazon Kinesis
20 19 (1.82%) Amazon EMR
Communications & Networking
1 5 (0.48%) BGP
1 5 (0.48%) DMZ
1 5 (0.48%) DNS
1 5 (0.48%) Multicast
1 5 (0.48%) VPN
2 4 (0.38%) Firewall
3 3 (0.29%) SAN
4 2 (0.19%) Internet
4 2 (0.19%) Structured Cabling
5 1 (0.096%) LAN
5 1 (0.096%) MQTT
5 1 (0.096%) Network Security
5 1 (0.096%) Software-Defined Networking
5 1 (0.096%) TCP/IP
5 1 (0.096%) WAN
5 1 (0.096%) Wi-Fi
Database & Business Intelligence
1 214 (20.54%) Data Warehouse
2 193 (18.52%) Power BI
3 139 (13.34%) Data Lake
4 90 (8.64%) SQL Server
5 70 (6.72%) Big Data
6 66 (6.33%) PostgreSQL
7 64 (6.14%) Azure SQL Database
7 64 (6.14%) NoSQL
8 61 (5.85%) Delta Lake
9 58 (5.57%) Amazon Redshift
10 57 (5.47%) BigQuery
11 55 (5.28%) Metadata
12 45 (4.32%) SQL Server Integration Services
13 43 (4.13%) Hadoop
14 40 (3.84%) Relational Database
15 39 (3.74%) Amazon Athena
16 35 (3.36%) Tableau
17 32 (3.07%) Pentaho
18 31 (2.98%) Snowflake Schema
19 30 (2.88%) Star Schema
Development Applications
1 138 (13.24%) Git
2 63 (6.05%) Jenkins
3 49 (4.70%) JIRA
4 46 (4.41%) GitLab
5 24 (2.30%) MLflow
6 6 (0.58%) DBeaver
7 4 (0.38%) Bitbucket
8 3 (0.29%) Cucumber
9 2 (0.19%) JMeter
9 2 (0.19%) Selenium
9 2 (0.19%) Visual Studio
9 2 (0.19%) Visual Studio Code
9 2 (0.19%) Zephyr
10 1 (0.096%) ERwin
10 1 (0.096%) Gradle
10 1 (0.096%) JUnit
10 1 (0.096%) Maven
10 1 (0.096%) Mockito
10 1 (0.096%) Team Foundation Server
10 1 (0.096%) TeamCity
General
1 183 (17.56%) Social Skills
2 166 (15.93%) Finance
3 111 (10.65%) Analytical Skills
4 78 (7.49%) Public Sector
5 48 (4.61%) Banking
6 33 (3.17%) Inclusion and Diversity
7 16 (1.54%) Investment Banking
8 15 (1.44%) Front Office
9 13 (1.25%) Pharmaceutical
10 11 (1.06%) Retail
11 10 (0.96%) Marketing
11 10 (0.96%) Telecoms
12 8 (0.77%) Documentation Skills
13 7 (0.67%) Military
14 6 (0.58%) Manufacturing
15 5 (0.48%) Health Technology
15 5 (0.48%) Law
15 5 (0.48%) Legal
16 4 (0.38%) Back Office
16 4 (0.38%) Financial Institution
Libraries, Frameworks & Software Standards
1 204 (19.58%) PySpark
2 105 (10.08%) Kafka
3 42 (4.03%) Pandas
4 30 (2.88%) REST
5 24 (2.30%) NumPy
6 18 (1.73%) RESTful
7 17 (1.63%) JSON
7 17 (1.63%) YAML
8 15 (1.44%) Apache NiFi
8 15 (1.44%) PyTorch
9 12 (1.15%) Keycloak
9 12 (1.15%) TensorFlow
9 12 (1.15%) XML
10 10 (0.96%) Node.js
11 9 (0.86%) Flask
11 9 (0.86%) Great Expectations
11 9 (0.86%) HTML
11 9 (0.86%) Middleware
11 9 (0.86%) RabbitMQ
12 8 (0.77%) pytest
Miscellaneous
1 72 (6.91%) Cloud Native
2 28 (2.69%) Data Structures
3 27 (2.59%) Legacy Systems
3 27 (2.59%) Product Ownership
4 21 (2.02%) Replication
5 20 (1.92%) Algorithms
6 16 (1.54%) Greenfield Project
6 16 (1.54%) Onboarding
6 16 (1.54%) Reinsurance
7 13 (1.25%) Hybrid Cloud
8 12 (1.15%) Data Protection Act
9 11 (1.06%) Distributed Systems
10 8 (0.77%) Clustering
10 8 (0.77%) Life Science
11 7 (0.67%) AI Agents
11 7 (0.67%) Distributed Computing
11 7 (0.67%) Management Information System
11 7 (0.67%) NHS
12 6 (0.58%) Derivative
12 6 (0.58%) Virtual Team
Operating Systems
1 25 (2.40%) Linux
2 13 (1.25%) Unix
3 1 (0.096%) VMS
Processes & Methodologies
1 459 (44.05%) Data Pipeline
2 425 (40.79%) ETL
3 397 (38.10%) Data Engineering
4 351 (33.69%) Analytics
4 351 (33.69%) Data Modelling
5 307 (29.46%) CI/CD
6 242 (23.22%) Business Intelligence
7 227 (21.79%) DevOps
8 202 (19.39%) Agile
9 166 (15.93%) Problem-Solving
10 159 (15.26%) Data Science
11 151 (14.49%) Data Governance
12 133 (12.76%) Machine Learning
13 132 (12.67%) AI
13 132 (12.67%) Data Integration
14 127 (12.19%) Data Architecture
15 114 (10.94%) Infrastructure as Code
16 100 (9.60%) Data Transformation
17 97 (9.31%) Migration
18 90 (8.64%) Performance Tuning
Programming Languages
1 626 (60.08%) Python
2 593 (56.91%) SQL
3 89 (8.54%) Scala
4 74 (7.10%) Java
5 28 (2.69%) T-SQL
6 25 (2.40%) Data Analysis Expressions
6 25 (2.40%) PL/SQL
7 22 (2.11%) Bash
8 18 (1.73%) C#
8 18 (1.73%) R
9 16 (1.54%) Go
10 15 (1.44%) Bicep
11 14 (1.34%) JavaScript
12 11 (1.06%) Shell Script
13 9 (0.86%) PowerShell
14 6 (0.58%) TypeScript
15 4 (0.38%) Korn
16 3 (0.29%) C++
17 2 (0.19%) VB
18 1 (0.096%) ABAP
Qualifications
1 260 (24.95%) Security Cleared
2 231 (22.17%) SC Cleared
3 35 (3.36%) Azure Certification
4 29 (2.78%) Degree
5 20 (1.92%) AWS Certification
6 19 (1.82%) DV Cleared
7 15 (1.44%) Computer Science Degree
8 12 (1.15%) BPSS Clearance
9 6 (0.58%) Master's Degree
9 6 (0.58%) Microsoft Certification
10 4 (0.38%) CTC Cleared
10 4 (0.38%) DBS Check
11 2 (0.19%) MCP
11 2 (0.19%) SnowPro
12 1 (0.096%) AWS Certified Solutions Architect
12 1 (0.096%) HND
12 1 (0.096%) ITIL Certification
12 1 (0.096%) PhD
12 1 (0.096%) Tableau Certification
Quality Assurance & Compliance
1 287 (27.54%) Data Quality
2 45 (4.32%) GDPR
3 22 (2.11%) QA
4 11 (1.06%) Accessibility
5 4 (0.38%) HIPAA
5 4 (0.38%) ISO/IEC 27001
5 4 (0.38%) MiFID
6 2 (0.19%) Dodd-Frank
6 2 (0.19%) EMIR
6 2 (0.19%) EU AI Act
6 2 (0.19%) NIST
6 2 (0.19%) SLA
6 2 (0.19%) WCAG
7 1 (0.096%) Basel III
7 1 (0.096%) Disclosure Scotland
7 1 (0.096%) GRC
7 1 (0.096%) ISO 13485
7 1 (0.096%) NCSC
7 1 (0.096%) Sarbanes-Oxley
7 1 (0.096%) SOC 2
System Software
1 84 (8.06%) Docker
2 10 (0.96%) Virtual Machines
3 5 (0.48%) zsh
4 3 (0.29%) Active Directory
5 1 (0.096%) HDFS
Systems Management
1 128 (12.28%) Terraform
2 82 (7.87%) Kubernetes
3 13 (1.25%) Ansible
3 13 (1.25%) Grafana
4 9 (0.86%) NetBackup
5 6 (0.58%) Prometheus
6 5 (0.48%) Kibana
7 3 (0.29%) Kubeflow
7 3 (0.29%) logstash
7 3 (0.29%) Puppet
8 2 (0.19%) Control-M
8 2 (0.19%) EMC NetWorker
8 2 (0.19%) Tivoli Storage Manager
9 1 (0.096%) Ambari
9 1 (0.096%) Argo
9 1 (0.096%) Kustomize
9 1 (0.096%) ZABBIX
Vendors
1 363 (34.84%) Databricks
2 139 (13.34%) Microsoft
3 74 (7.10%) Oracle
4 42 (4.03%) Talend
5 39 (3.74%) Google
6 34 (3.26%) Informatica
7 25 (2.40%) Denodo
8 21 (2.02%) Foundry
8 21 (2.02%) Palantir
9 16 (1.54%) IBM
9 16 (1.54%) ServiceNow
10 13 (1.25%) SAP
11 12 (1.15%) Cloudera
12 11 (1.06%) Splunk
13 9 (0.86%) Cisco
13 9 (0.86%) Commvault
13 9 (0.86%) Red Hat
13 9 (0.86%) Veritas
14 8 (0.77%) Alteryx
14 8 (0.77%) Salesforce