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 February 2026.

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

6 months to
25 Feb 2026
Same period 2025 Same period 2024
Rank 82 78 104
Rank change year-on-year -4 +26 +17
Contract jobs requiring a Data Engineer 1,283 925 943
As % of all contract jobs in the UK 3.11% 3.04% 2.14%
As % of the Job Titles category 3.38% 3.27% 2.30%
Number of daily rates quoted 930 663 735
10th Percentile £363 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £512 £525
Median % change year-on-year -2.25% -2.57% -4.55%
75th Percentile £588 £600 £619
90th Percentile £675 £700 £688
UK excluding London median daily rate £470 £475 £477
% change year-on-year -1.05% -0.42% -9.14%
Number of hourly rates quoted 14 14 29
10th Percentile £38.63 £25.14 £35.50
25th Percentile £50.31 £26.27 £46.75
Median hourly rate £58.50 £53.75 £62.36
Median % change year-on-year +8.84% -13.80% -2.57%
75th Percentile £75.00 £89.69 £68.00
90th Percentile £86.70 £96.38 £80.00
UK excluding London median hourly rate £53.75 £26.50 £63.75
% change year-on-year +102.83% -58.43% +2.00%

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 37,909 28,295 41,010
% of contract IT jobs with a recognized job title 91.78% 92.89% 92.99%
Number of daily rates quoted 23,822 17,724 26,992
10th Percentile £306 £293 £275
25th Percentile £408 £406 £409
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £613 £638 £638
90th Percentile £720 £738 £738
UK excluding London median daily rate £481 £475 £488
% change year-on-year +1.32% -2.56% -2.50%
Number of hourly rates quoted 2,307 828 2,328
10th Percentile £14.61 £16.43 £13.15
25th Percentile £18.87 £21.50 £16.30
Median hourly rate £32.50 £35.00 £35.00
Median % change year-on-year -7.14% - -10.88%
75th Percentile £63.75 £64.50 £60.00
90th Percentile £74.26 £75.00 £71.93
UK excluding London median hourly rate £30.11 £32.50 £35.00
% change year-on-year -7.37% -7.14% -2.78%

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 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 25 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 25 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 -4 1,096 £500 -4.76% 387
London +1 667 £513 -6.82% 143
UK excluding London -13 450 £470 -1.05% 314
Work from Home -5 398 £500 -5.12% 166
Midlands +3 164 £498 +4.74% 55
West Midlands -2 148 £500 +2.04% 41
North of England -29 131 £450 -2.70% 94
North West -19 79 £425 -4.23% 49
Scotland +17 56 £425 -4.23% 22
South East -42 55 £496 -5.48% 101
South West -12 47 £538 +7.50% 32
Yorkshire -32 38 £488 +2.63% 35
Wales -8 18 £410 -18.00% 5
East Midlands -22 16 £455 +21.33% 14
North East -15 14 £450 -14.29% 11
East of England -39 6 £520 +63.52% 10
Northern Ireland -3 1 £430 -21.82%

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

For the 6 months to 25 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.

1 738 (57.52%) SQL
2 718 (55.96%) Python
3 558 (43.49%) Data Pipeline
4 543 (42.32%) Azure
5 534 (41.62%) ETL
6 501 (39.05%) Data Engineering
7 471 (36.71%) Analytics
8 446 (34.76%) Data Modelling
9 396 (30.87%) Databricks
10 370 (28.84%) AWS
10 370 (28.84%) Data Quality
11 362 (28.22%) CI/CD
12 346 (26.97%) Security Cleared
13 305 (23.77%) SC Cleared
14 297 (23.15%) Business Intelligence
15 262 (20.42%) DevOps
16 258 (20.11%) Agile
17 252 (19.64%) Data Warehouse
18 240 (18.71%) PySpark
19 237 (18.47%) Power Platform
20 225 (17.54%) Azure Data Factory
21 222 (17.30%) Power BI
22 217 (16.91%) Problem-Solving
23 201 (15.67%) Data Governance
24 188 (14.65%) Data Science
25 178 (13.87%) Git
26 174 (13.56%) Microsoft
27 160 (12.47%) Data Lake
28 156 (12.16%) Snowflake
28 156 (12.16%) Terraform

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
1 134 (10.44%) Apache Airflow
1 134 (10.44%) Apache Spark
2 85 (6.63%) Apache
3 47 (3.66%) SAS
4 27 (2.10%) Confluence
5 17 (1.33%) Palantir Foundry
6 5 (0.39%) Jupyter
7 4 (0.31%) Microsoft Exchange
7 4 (0.31%) Oracle Application Server
8 3 (0.23%) ArcGIS
8 3 (0.23%) SharePoint
9 2 (0.16%) Apache Pig
9 2 (0.16%) Luigi
10 1 (0.078%) Apache Superset
10 1 (0.078%) Apache Synapse
10 1 (0.078%) Appian
10 1 (0.078%) Camunda
10 1 (0.078%) IIS
10 1 (0.078%) Oracle SOA Suite
Applications
1 11 (0.86%) Microsoft Excel
2 2 (0.16%) Chatbot
2 2 (0.16%) Microsoft Office
3 1 (0.078%) Microsoft PowerPoint
Business Applications
1 3 (0.23%) Dynamics CRM
2 2 (0.16%) Maximo
2 2 (0.16%) SAP BPC
3 1 (0.078%) Actimize
3 1 (0.078%) Aladdin
3 1 (0.078%) Elite 3E
3 1 (0.078%) iTrent
3 1 (0.078%) NEC Housing
3 1 (0.078%) Oracle BPM
3 1 (0.078%) SAP Business ByDesign
3 1 (0.078%) SAP ERP
Cloud Services
1 543 (42.32%) Azure
2 370 (28.84%) AWS
3 237 (18.47%) Power Platform
4 225 (17.54%) Azure Data Factory
5 156 (12.16%) Snowflake
6 147 (11.46%) Azure Synapse Analytics
7 144 (11.22%) GCP
8 118 (9.20%) dbt
9 115 (8.96%) Amazon S3
9 115 (8.96%) Serverless
10 99 (7.72%) GitHub
11 89 (6.94%) Azure DevOps
12 78 (6.08%) AWS Lambda
13 47 (3.66%) GitHub Actions
14 46 (3.59%) AWS CloudFormation
15 29 (2.26%) AWS Step Functions
16 26 (2.03%) Amazon EMR
17 25 (1.95%) Microsoft Purview
18 24 (1.87%) SaaS
19 22 (1.71%) Matillion
Communications & Networking
1 15 (1.17%) DNS
2 14 (1.09%) BGP
2 14 (1.09%) DMZ
2 14 (1.09%) Multicast
2 14 (1.09%) VPN
3 4 (0.31%) Firewall
4 3 (0.23%) SAN
4 3 (0.23%) Structured Cabling
5 1 (0.078%) 4G
5 1 (0.078%) 5G
5 1 (0.078%) Internet
5 1 (0.078%) LAN
5 1 (0.078%) MQTT
5 1 (0.078%) Network Security
5 1 (0.078%) Software-Defined Networking
5 1 (0.078%) TCP/IP
5 1 (0.078%) WAN
5 1 (0.078%) Wi-Fi
Database & Business Intelligence
1 252 (19.64%) Data Warehouse
2 222 (17.30%) Power BI
3 160 (12.47%) Data Lake
4 104 (8.11%) SQL Server
5 79 (6.16%) Delta Lake
6 78 (6.08%) BigQuery
7 71 (5.53%) Azure SQL Database
7 71 (5.53%) Big Data
8 69 (5.38%) PostgreSQL
9 68 (5.30%) Metadata
10 65 (5.07%) Amazon Redshift
11 63 (4.91%) NoSQL
12 60 (4.68%) SQL Server Integration Services
13 55 (4.29%) Pentaho
14 45 (3.51%) Snowflake Schema
15 43 (3.35%) Amazon Athena
15 43 (3.35%) Hadoop
16 42 (3.27%) Tableau
17 40 (3.12%) Relational Database
18 24 (1.87%) Star Schema
Development Applications
1 178 (13.87%) Git
2 71 (5.53%) Jenkins
3 59 (4.60%) GitLab
3 59 (4.60%) JIRA
4 24 (1.87%) MLflow
5 7 (0.55%) Bitbucket
6 4 (0.31%) DBeaver
6 4 (0.31%) Visual Studio
7 3 (0.23%) Cucumber
7 3 (0.23%) Selenium
8 2 (0.16%) JMeter
8 2 (0.16%) JUnit
8 2 (0.16%) SonarQube
8 2 (0.16%) Visual Studio Code
8 2 (0.16%) Zephyr
9 1 (0.078%) Deequ
9 1 (0.078%) Jaeger
9 1 (0.078%) Maven
9 1 (0.078%) Poetry
9 1 (0.078%) Terragrunt
General
1 227 (17.69%) Social Skills
2 189 (14.73%) Finance
3 136 (10.60%) Analytical Skills
4 107 (8.34%) Public Sector
5 64 (4.99%) Banking
6 35 (2.73%) Inclusion and Diversity
7 19 (1.48%) Investment Banking
8 15 (1.17%) Documentation Skills
8 15 (1.17%) Retail
9 13 (1.01%) Front Office
10 12 (0.94%) Pharmaceutical
11 10 (0.78%) Marketing
11 10 (0.78%) Telecoms
12 9 (0.70%) Manufacturing
13 8 (0.62%) Publishing
14 7 (0.55%) Military
15 6 (0.47%) Law
16 4 (0.31%) Back Office
16 4 (0.31%) Corporate Banking
16 4 (0.31%) Legal
Libraries, Frameworks & Software Standards
1 240 (18.71%) PySpark
2 130 (10.13%) Kafka
3 49 (3.82%) Pandas
4 31 (2.42%) REST
5 28 (2.18%) JSON
6 25 (1.95%) YAML
7 22 (1.71%) NumPy
8 17 (1.33%) XML
9 16 (1.25%) PyTorch
10 14 (1.09%) Apache NiFi
10 14 (1.09%) Great Expectations
10 14 (1.09%) RESTful
11 13 (1.01%) Node.js
11 13 (1.01%) pytest
11 13 (1.01%) scikit-learn
12 12 (0.94%) Keycloak
12 12 (0.94%) Matplotlib
12 12 (0.94%) TensorFlow
13 9 (0.70%) HTML
14 8 (0.62%) Apache Beam
Miscellaneous
1 95 (7.40%) Cloud Native
2 38 (2.96%) Data Structures
3 30 (2.34%) Legacy Systems
4 27 (2.10%) Product Ownership
5 25 (1.95%) Distributed Systems
6 19 (1.48%) Replication
7 18 (1.40%) Hybrid Cloud
7 18 (1.40%) Reinsurance
8 17 (1.33%) Clustering
8 17 (1.33%) Onboarding
9 15 (1.17%) Data Protection Act
9 15 (1.17%) Greenfield Project
10 14 (1.09%) Algorithms
11 11 (0.86%) Public Cloud
12 10 (0.78%) NHS
13 9 (0.70%) Distributed Computing
13 9 (0.70%) Life Science
14 7 (0.55%) Management Information System
14 7 (0.55%) Virtual Team
15 6 (0.47%) Wiki
Operating Systems
1 27 (2.10%) Linux
2 22 (1.71%) Unix
3 1 (0.078%) VMS
3 1 (0.078%) Windows
Processes & Methodologies
1 558 (43.49%) Data Pipeline
2 534 (41.62%) ETL
3 501 (39.05%) Data Engineering
4 471 (36.71%) Analytics
5 446 (34.76%) Data Modelling
6 362 (28.22%) CI/CD
7 297 (23.15%) Business Intelligence
8 262 (20.42%) DevOps
9 258 (20.11%) Agile
10 217 (16.91%) Problem-Solving
11 201 (15.67%) Data Governance
12 188 (14.65%) Data Science
13 153 (11.93%) AI
14 149 (11.61%) Data Integration
15 138 (10.76%) Data Architecture
16 137 (10.68%) Infrastructure as Code
17 136 (10.60%) Machine Learning
17 136 (10.60%) Migration
18 131 (10.21%) Data Transformation
19 124 (9.66%) Performance Tuning
Programming Languages
1 738 (57.52%) SQL
2 718 (55.96%) Python
3 87 (6.78%) Java
4 82 (6.39%) Scala
5 37 (2.88%) T-SQL
6 33 (2.57%) Data Analysis Expressions
7 30 (2.34%) PL/SQL
8 29 (2.26%) C#
9 24 (1.87%) Bash
10 21 (1.64%) Bicep
11 17 (1.33%) PowerShell
11 17 (1.33%) R
12 16 (1.25%) Shell Script
13 15 (1.17%) JavaScript
14 14 (1.09%) Go
15 6 (0.47%) TypeScript
16 4 (0.31%) C++
17 3 (0.23%) Korn
18 2 (0.16%) HiveQL
18 2 (0.16%) Ruby
Qualifications
1 346 (26.97%) Security Cleared
2 305 (23.77%) SC Cleared
3 42 (3.27%) Degree
4 37 (2.88%) Azure Certification
5 27 (2.10%) BPSS Clearance
6 24 (1.87%) AWS Certification
7 20 (1.56%) DV Cleared
8 17 (1.33%) Computer Science Degree
9 8 (0.62%) Master's Degree
10 5 (0.39%) DBS Check
10 5 (0.39%) Microsoft Certification
11 4 (0.31%) CTC Cleared
12 3 (0.23%) IBM Certification
13 2 (0.16%) CISSP
13 2 (0.16%) Microsoft Certified Professional
13 2 (0.16%) SnowPro
14 1 (0.078%) AWS Certified Solutions Architect
14 1 (0.078%) CCIE
14 1 (0.078%) CCNP
14 1 (0.078%) Cisco Certification
Quality Assurance & Compliance
1 370 (28.84%) Data Quality
2 50 (3.90%) GDPR
3 36 (2.81%) QA
4 17 (1.33%) Accessibility
5 5 (0.39%) HIPAA
5 5 (0.39%) ISO/IEC 27001
6 3 (0.23%) FATCA
6 3 (0.23%) GMP
6 3 (0.23%) MiFID
6 3 (0.23%) NIST
7 2 (0.16%) Dodd-Frank
7 2 (0.16%) EMIR
7 2 (0.16%) EU AI Act
7 2 (0.16%) GRC
7 2 (0.16%) SLA
7 2 (0.16%) SOC 2
7 2 (0.16%) WCAG
8 1 (0.078%) Disclosure Scotland
8 1 (0.078%) ISO 13485
8 1 (0.078%) Sarbanes-Oxley
System Software
1 96 (7.48%) Docker
2 7 (0.55%) Virtual Machines
3 4 (0.31%) zsh
4 3 (0.23%) HDFS
5 2 (0.16%) Active Directory
Systems Management
1 156 (12.16%) Terraform
2 99 (7.72%) Kubernetes
3 18 (1.40%) Grafana
4 14 (1.09%) Prometheus
5 10 (0.78%) Ansible
6 5 (0.39%) Kibana
6 5 (0.39%) NetBackup
7 4 (0.31%) logstash
8 3 (0.23%) Control-M
8 3 (0.23%) Kubeflow
8 3 (0.23%) Puppet
9 2 (0.16%) EMC NetWorker
9 2 (0.16%) Rancher
9 2 (0.16%) Tivoli Storage Manager
10 1 (0.078%) Ambari
10 1 (0.078%) Argo
10 1 (0.078%) Fluentd
10 1 (0.078%) QRadar
10 1 (0.078%) ZABBIX
Vendors
1 396 (30.87%) Databricks
2 174 (13.56%) Microsoft
3 102 (7.95%) Oracle
4 75 (5.85%) Talend
5 64 (4.99%) Informatica
6 51 (3.98%) Google
7 35 (2.73%) Denodo
8 21 (1.64%) Palantir
9 20 (1.56%) Foundry
9 20 (1.56%) SAP
10 19 (1.48%) Cisco
10 19 (1.48%) IBM
10 19 (1.48%) Splunk
11 17 (1.33%) ServiceNow
12 16 (1.25%) Cloudera
13 15 (1.17%) F5
14 11 (0.86%) Alteryx
15 9 (0.70%) Confluent
16 6 (0.47%) MuleSoft
16 6 (0.47%) Virgin Media