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 25 January 2026.

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

6 months to
25 Jan 2026
Same period 2025 Same period 2024
Rank 87 82 119
Rank change year-on-year -5 +37 +1
Contract jobs requiring a Data Engineer 1,066 907 893
As % of all contract jobs in the UK 2.81% 2.88% 2.02%
As % of the Job Titles category 3.08% 3.10% 2.17%
Number of daily rates quoted 769 642 673
10th Percentile £360 £350 £363
25th Percentile £413 £430 £438
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £588 £613 £625
90th Percentile £695 £700 £688
UK excluding London median daily rate £484 £484 £500
% change year-on-year - -3.25% -2.82%
Number of hourly rates quoted 10 13 21
10th Percentile £25.92 £25.45 £35.00
25th Percentile £31.31 £26.32 £39.85
Median hourly rate £40.50 £65.00 £60.50
Median % change year-on-year -37.69% +7.44% -3.97%
75th Percentile £76.56 £93.75 £66.25
90th Percentile £89.75 £97.50 £67.50
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 34,647 29,282 41,206
% of contract IT jobs with a recognized job title 91.46% 92.85% 93.06%
Number of daily rates quoted 21,895 17,892 27,296
10th Percentile £300 £291 £275
25th Percentile £406 £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 £721 £738 £738
UK excluding London median daily rate £478 £480 £498
% change year-on-year -0.42% -3.62% -0.50%
Number of hourly rates quoted 2,062 868 2,070
10th Percentile £14.38 £15.92 £13.40
25th Percentile £18.50 £21.24 £17.54
Median hourly rate £28.50 £32.50 £37.88
Median % change year-on-year -12.31% -14.19% +11.40%
75th Percentile £61.18 £62.50 £62.50
90th Percentile £70.00 £74.13 £74.00
UK excluding London median hourly rate £27.21 £31.08 £40.00
% change year-on-year -12.45% -22.30% +35.59%

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 25 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 25 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 25 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 -10 905 £513 -2.38% 638
London +1 582 £525 -7.08% 175
UK excluding London -48 330 £484 - 568
Work from Home -4 328 £500 -4.76% 287
North of England -43 100 £466 +0.81% 106
Midlands -18 99 £520 +6.34% 75
West Midlands -22 85 £525 +6.06% 36
North West -22 56 £415 -7.78% 57
South West +3 48 £550 +11.39% 71
Scotland +10 42 £450 +1.41% 25
South East -47 41 £478 -11.16% 197
Yorkshire -37 31 £500 -2.44% 35
Wales -11 15 £410 -18.00% 23
East Midlands -20 14 £455 +22.15% 39
North East -13 13 £450 -14.29% 16
East of England -32 4 £500 +57.12% 75
Northern Ireland -3 1 £430 -21.82% 10

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

For the 6 months to 25 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.

1 623 (58.44%) Python
2 598 (56.10%) SQL
3 468 (43.90%) Azure
4 465 (43.62%) Data Pipeline
5 438 (41.09%) ETL
6 398 (37.34%) Data Engineering
7 371 (34.80%) Analytics
8 368 (34.52%) Data Modelling
9 364 (34.15%) Databricks
10 322 (30.21%) AWS
11 310 (29.08%) CI/CD
12 293 (27.49%) Data Quality
13 272 (25.52%) Security Cleared
14 252 (23.64%) Business Intelligence
15 243 (22.80%) SC Cleared
16 225 (21.11%) DevOps
17 215 (20.17%) Data Warehouse
18 207 (19.42%) Power Platform
18 207 (19.42%) PySpark
19 204 (19.14%) Agile
20 203 (19.04%) Power BI
21 193 (18.11%) Azure Data Factory
22 171 (16.04%) Problem-Solving
23 161 (15.10%) Data Science
24 151 (14.17%) Data Governance
25 148 (13.88%) Snowflake
26 142 (13.32%) Microsoft
27 141 (13.23%) Git
28 139 (13.04%) Data Lake
29 134 (12.57%) 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
1 127 (11.91%) Apache Airflow
2 114 (10.69%) Apache Spark
3 76 (7.13%) Apache
4 26 (2.44%) SAS
5 23 (2.16%) Confluence
6 6 (0.56%) Apache Pig
6 6 (0.56%) Oracle Application Server
7 5 (0.47%) IIS
7 5 (0.47%) Jupyter
8 4 (0.38%) Microsoft Exchange
8 4 (0.38%) SharePoint
9 3 (0.28%) ArcGIS
9 3 (0.28%) Luigi
10 1 (0.094%) Apache Superset
10 1 (0.094%) Apache Synapse
10 1 (0.094%) Appian
10 1 (0.094%) nginx
10 1 (0.094%) Oracle SOA Suite
Applications
1 10 (0.94%) Microsoft Excel
2 2 (0.19%) Chatbot
3 1 (0.094%) Microsoft Office
3 1 (0.094%) Microsoft PowerPoint
3 1 (0.094%) MS Visio
Business Applications
1 2 (0.19%) Aladdin
1 2 (0.19%) Maximo
2 1 (0.094%) Actimize
2 1 (0.094%) Dynamics CRM
2 1 (0.094%) Elite 3E
2 1 (0.094%) NetSuite
2 1 (0.094%) Oracle BPM
2 1 (0.094%) SAP ERP
2 1 (0.094%) SAP S/4HANA
Cloud Services
1 468 (43.90%) Azure
2 322 (30.21%) AWS
3 207 (19.42%) Power Platform
4 193 (18.11%) Azure Data Factory
5 148 (13.88%) Snowflake
6 123 (11.54%) Azure Synapse Analytics
7 115 (10.79%) GCP
8 112 (10.51%) Amazon S3
9 109 (10.23%) dbt
10 103 (9.66%) Serverless
11 94 (8.82%) GitHub
12 80 (7.50%) Azure DevOps
13 68 (6.38%) AWS Lambda
14 50 (4.69%) GitHub Actions
15 39 (3.66%) AWS CloudFormation
16 28 (2.63%) SaaS
17 24 (2.25%) AWS Step Functions
17 24 (2.25%) Microsoft Purview
18 21 (1.97%) Amazon Kinesis
19 20 (1.88%) Amazon EMR
Communications & Networking
1 6 (0.56%) BGP
1 6 (0.56%) DMZ
1 6 (0.56%) DNS
1 6 (0.56%) Multicast
1 6 (0.56%) VPN
2 4 (0.38%) Firewall
3 3 (0.28%) SAN
4 2 (0.19%) Internet
4 2 (0.19%) Structured Cabling
5 1 (0.094%) LAN
5 1 (0.094%) MQTT
5 1 (0.094%) Network Security
5 1 (0.094%) Software-Defined Networking
5 1 (0.094%) TCP/IP
5 1 (0.094%) WAN
5 1 (0.094%) Wi-Fi
Database & Business Intelligence
1 215 (20.17%) Data Warehouse
2 203 (19.04%) Power BI
3 139 (13.04%) Data Lake
4 92 (8.63%) SQL Server
5 69 (6.47%) Big Data
6 65 (6.10%) PostgreSQL
7 64 (6.00%) Azure SQL Database
8 62 (5.82%) Delta Lake
8 62 (5.82%) NoSQL
9 60 (5.63%) Amazon Redshift
10 57 (5.35%) BigQuery
11 56 (5.25%) Metadata
12 46 (4.32%) SQL Server Integration Services
13 40 (3.75%) Amazon Athena
13 40 (3.75%) Hadoop
14 38 (3.56%) Relational Database
15 35 (3.28%) Snowflake Schema
15 35 (3.28%) Tableau
16 32 (3.00%) Pentaho
16 32 (3.00%) Star Schema
Development Applications
1 141 (13.23%) Git
2 61 (5.72%) Jenkins
3 49 (4.60%) JIRA
4 44 (4.13%) GitLab
5 23 (2.16%) MLflow
6 6 (0.56%) DBeaver
7 4 (0.38%) Bitbucket
8 3 (0.28%) 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 (0.094%) Deequ
10 1 (0.094%) ERwin
10 1 (0.094%) Jaeger
10 1 (0.094%) JUnit
10 1 (0.094%) Maven
10 1 (0.094%) TeamCity
10 1 (0.094%) Terragrunt
General
1 185 (17.35%) Social Skills
2 164 (15.38%) Finance
3 116 (10.88%) Analytical Skills
4 81 (7.60%) Public Sector
5 48 (4.50%) Banking
6 35 (3.28%) Inclusion and Diversity
7 16 (1.50%) Investment Banking
8 15 (1.41%) Front Office
9 11 (1.03%) Retail
10 10 (0.94%) Marketing
10 10 (0.94%) Pharmaceutical
11 9 (0.84%) Telecoms
12 8 (0.75%) Documentation Skills
13 7 (0.66%) Military
14 6 (0.56%) Manufacturing
15 5 (0.47%) Law
16 4 (0.38%) Back Office
16 4 (0.38%) Financial Institution
16 4 (0.38%) Legal
16 4 (0.38%) Organisational Skills
Libraries, Frameworks & Software Standards
1 207 (19.42%) PySpark
2 103 (9.66%) Kafka
3 40 (3.75%) Pandas
4 30 (2.81%) REST
5 23 (2.16%) NumPy
6 18 (1.69%) YAML
7 17 (1.59%) JSON
8 16 (1.50%) RESTful
9 15 (1.41%) PyTorch
10 14 (1.31%) Apache NiFi
11 12 (1.13%) Keycloak
11 12 (1.13%) TensorFlow
11 12 (1.13%) XML
12 10 (0.94%) Node.js
13 9 (0.84%) Flask
13 9 (0.84%) Great Expectations
13 9 (0.84%) HTML
13 9 (0.84%) Middleware
14 8 (0.75%) pytest
14 8 (0.75%) RabbitMQ
Miscellaneous
1 75 (7.04%) Cloud Native
2 29 (2.72%) Data Structures
3 27 (2.53%) Legacy Systems
3 27 (2.53%) Product Ownership
4 21 (1.97%) Algorithms
4 21 (1.97%) Replication
5 17 (1.59%) Greenfield Project
5 17 (1.59%) Reinsurance
6 16 (1.50%) Onboarding
7 15 (1.41%) Data Protection Act
8 13 (1.22%) Hybrid Cloud
9 11 (1.03%) Distributed Systems
10 10 (0.94%) Public Cloud
11 9 (0.84%) Clustering
12 7 (0.66%) AI Agents
12 7 (0.66%) Management Information System
12 7 (0.66%) Virtual Team
13 6 (0.56%) Distributed Computing
13 6 (0.56%) NHS
13 6 (0.56%) Self-Motivation
Operating Systems
1 23 (2.16%) Linux
2 13 (1.22%) Unix
3 1 (0.094%) VMS
Processes & Methodologies
1 465 (43.62%) Data Pipeline
2 438 (41.09%) ETL
3 398 (37.34%) Data Engineering
4 371 (34.80%) Analytics
5 368 (34.52%) Data Modelling
6 310 (29.08%) CI/CD
7 252 (23.64%) Business Intelligence
8 225 (21.11%) DevOps
9 204 (19.14%) Agile
10 171 (16.04%) Problem-Solving
11 161 (15.10%) Data Science
12 151 (14.17%) Data Governance
13 134 (12.57%) AI
14 130 (12.20%) Data Integration
15 128 (12.01%) Machine Learning
16 125 (11.73%) Data Architecture
17 113 (10.60%) Infrastructure as Code
18 104 (9.76%) Data Transformation
19 98 (9.19%) Migration
20 94 (8.82%) Performance Tuning
Programming Languages
1 623 (58.44%) Python
2 598 (56.10%) SQL
3 91 (8.54%) Scala
4 76 (7.13%) Java
5 28 (2.63%) T-SQL
6 25 (2.35%) Data Analysis Expressions
7 24 (2.25%) PL/SQL
8 21 (1.97%) Bash
9 18 (1.69%) C#
9 18 (1.69%) R
10 15 (1.41%) Bicep
10 15 (1.41%) Go
11 14 (1.31%) JavaScript
12 9 (0.84%) PowerShell
12 9 (0.84%) Shell Script
13 6 (0.56%) TypeScript
14 4 (0.38%) Korn
15 3 (0.28%) C++
16 2 (0.19%) VB
17 1 (0.094%) ABAP
Qualifications
1 272 (25.52%) Security Cleared
2 243 (22.80%) SC Cleared
3 35 (3.28%) Azure Certification
4 30 (2.81%) Degree
5 21 (1.97%) AWS Certification
6 18 (1.69%) DV Cleared
7 15 (1.41%) Computer Science Degree
8 12 (1.13%) BPSS Clearance
9 6 (0.56%) Master's Degree
9 6 (0.56%) 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 (0.094%) AWS Certified Solutions Architect
12 1 (0.094%) HND
12 1 (0.094%) ITIL Certification
12 1 (0.094%) Numerate Degree
12 1 (0.094%) PhD
12 1 (0.094%) Tableau Certification
Quality Assurance & Compliance
1 293 (27.49%) Data Quality
2 42 (3.94%) GDPR
3 22 (2.06%) QA
4 11 (1.03%) Accessibility
5 4 (0.38%) HIPAA
6 3 (0.28%) ISO/IEC 27001
6 3 (0.28%) MiFID
7 2 (0.19%) Dodd-Frank
7 2 (0.19%) EMIR
7 2 (0.19%) EU AI Act
7 2 (0.19%) NIST
7 2 (0.19%) SLA
7 2 (0.19%) WCAG
8 1 (0.094%) Basel III
8 1 (0.094%) Disclosure Scotland
8 1 (0.094%) GRC
8 1 (0.094%) ISO 13485
8 1 (0.094%) ISO/IEC 20000
8 1 (0.094%) NCSC
8 1 (0.094%) SOC 2
System Software
1 81 (7.60%) Docker
2 10 (0.94%) Virtual Machines
3 5 (0.47%) zsh
4 3 (0.28%) Active Directory
5 1 (0.094%) HDFS
Systems Management
1 127 (11.91%) Terraform
2 80 (7.50%) Kubernetes
3 13 (1.22%) Grafana
4 12 (1.13%) Ansible
5 9 (0.84%) NetBackup
6 6 (0.56%) Prometheus
7 5 (0.47%) Kibana
8 3 (0.28%) Kubeflow
8 3 (0.28%) logstash
8 3 (0.28%) Puppet
9 2 (0.19%) Control-M
9 2 (0.19%) EMC NetWorker
9 2 (0.19%) Tivoli Storage Manager
10 1 (0.094%) Ambari
10 1 (0.094%) Argo
10 1 (0.094%) Kustomize
10 1 (0.094%) ZABBIX
Vendors
1 364 (34.15%) Databricks
2 142 (13.32%) Microsoft
3 73 (6.85%) Oracle
4 42 (3.94%) Talend
5 38 (3.56%) Google
6 35 (3.28%) Informatica
7 25 (2.35%) Denodo
8 20 (1.88%) Foundry
8 20 (1.88%) Palantir
9 16 (1.50%) IBM
10 15 (1.41%) ServiceNow
11 13 (1.22%) SAP
12 11 (1.03%) Alteryx
12 11 (1.03%) Cloudera
12 11 (1.03%) Splunk
13 10 (0.94%) Cisco
14 9 (0.84%) Commvault
14 9 (0.84%) Red Hat
14 9 (0.84%) Veritas
15 8 (0.75%) Salesforce