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 19 March 2026.

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

6 months to
19 Mar 2026
Same period 2025 Same period 2024
Rank 72 77 101
Rank change year-on-year +5 +24 +15
Contract jobs requiring a Data Engineer 1,423 895 982
As % of all contract jobs in the UK 3.28% 3.06% 2.21%
As % of the Job Titles category 3.57% 3.29% 2.38%
Number of daily rates quoted 1,018 650 768
10th Percentile £363 £350 £300
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -9.09%
75th Percentile £588 £600 £600
90th Percentile £663 £700 £688
UK excluding London median daily rate £470 £460 £450
% change year-on-year +2.17% +2.22% -12.62%
Number of hourly rates quoted 30 14 41
10th Percentile £19.34 £25.14 £31.25
25th Percentile £38.75 £26.27 £46.75
Median hourly rate £58.50 £53.75 £62.50
Median % change year-on-year +8.84% -14.00% -2.34%
75th Percentile £75.00 £78.40 £80.00
90th Percentile £80.10 £93.75 -
UK excluding London median hourly rate £55.00 £26.50 £75.00
% change year-on-year +107.55% -64.67% +20.00%

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 39,828 27,223 41,240
% of contract IT jobs with a recognized job title 91.88% 92.95% 92.85%
Number of daily rates quoted 24,890 17,719 27,066
10th Percentile £313 £300 £275
25th Percentile £410 £406 £406
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.11%
75th Percentile £613 £636 £638
90th Percentile £720 £738 £738
UK excluding London median daily rate £480 £475 £487
% change year-on-year +1.05% -2.46% -2.60%
Number of hourly rates quoted 2,471 888 2,490
10th Percentile £15.00 £15.24 £12.91
25th Percentile £19.22 £21.01 £16.25
Median hourly rate £35.91 £32.50 £32.50
Median % change year-on-year +10.49% - -23.29%
75th Percentile £65.00 £65.00 £59.94
90th Percentile £76.25 £77.50 £71.25
UK excluding London median hourly rate £35.00 £32.50 £32.50
% change year-on-year +7.69% - -18.75%

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 19 March 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 19 March 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 19 March 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 +7 1,243 £500 - 370
London +12 722 £521 -5.27% 145
UK excluding London -3 531 £470 +2.17% 290
Work from Home +4 441 £500 - 163
Midlands +9 216 £470 -1.05% 50
West Midlands +15 197 £484 +0.16% 40
North of England -22 159 £450 - 77
North West +2 96 £450 - 35
South East -38 59 £500 - 100
South West -2 52 £525 +5.00% 38
Yorkshire -36 46 £468 +3.89% 30
Scotland 0 44 £402 -8.11% 11
Wales -3 19 £418 -20.85% 4
East Midlands -29 19 £450 +20.00% 10
North East -4 17 £463 -7.50% 14
East of England -30 12 £565 +77.67% 15
Northern Ireland - 3 £410 -

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

For the 6 months to 19 March 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.

1 804 (56.50%) SQL
2 743 (52.21%) Python
3 618 (43.43%) Data Pipeline
4 589 (41.39%) ETL
5 582 (40.90%) Azure
6 562 (39.49%) Data Engineering
7 542 (38.09%) Analytics
8 494 (34.72%) Data Modelling
9 414 (29.09%) Databricks
10 407 (28.60%) Data Quality
11 396 (27.83%) AWS
12 392 (27.55%) Security Cleared
13 384 (26.99%) CI/CD
14 350 (24.60%) SC Cleared
15 323 (22.70%) Business Intelligence
16 285 (20.03%) DevOps
17 276 (19.40%) Agile
18 273 (19.18%) Data Warehouse
19 257 (18.06%) Power Platform
20 247 (17.36%) PySpark
21 240 (16.87%) Power BI
22 236 (16.58%) Azure Data Factory
23 228 (16.02%) Data Governance
24 219 (15.39%) Problem-Solving
25 196 (13.77%) Microsoft
26 189 (13.28%) Git
27 186 (13.07%) Data Science
28 171 (12.02%) Data Lake
29 168 (11.81%) AI
30 166 (11.67%) Snowflake

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
1 152 (10.68%) Apache Spark
2 135 (9.49%) Apache Airflow
3 91 (6.39%) Apache
4 56 (3.94%) SAS
5 25 (1.76%) Confluence
6 14 (0.98%) Palantir Foundry
7 7 (0.49%) Jupyter
8 5 (0.35%) Microsoft Exchange
9 4 (0.28%) Oracle Application Server
10 3 (0.21%) SharePoint
11 2 (0.14%) Apache Superset
11 2 (0.14%) Luigi
12 1 (0.070%) Apache Synapse
12 1 (0.070%) Appian
12 1 (0.070%) ArcGIS
12 1 (0.070%) Camunda
Applications
1 13 (0.91%) Microsoft Excel
2 3 (0.21%) Chatbot
3 2 (0.14%) Microsoft Office
4 1 (0.070%) Microsoft PowerPoint
4 1 (0.070%) Spreadsheet
Business Applications
1 3 (0.21%) Aladdin
2 2 (0.14%) Dynamics CRM
2 2 (0.14%) Maximo
2 2 (0.14%) SAP BPC
3 1 (0.070%) Actimize
3 1 (0.070%) BambooHR
3 1 (0.070%) Elite 3E
3 1 (0.070%) iTrent
3 1 (0.070%) NEC Housing
3 1 (0.070%) Oracle 11i
3 1 (0.070%) Oracle ERP
3 1 (0.070%) SAP Business ByDesign
3 1 (0.070%) SimCorp Dimension
Cloud Services
1 582 (40.90%) Azure
2 396 (27.83%) AWS
3 257 (18.06%) Power Platform
4 236 (16.58%) Azure Data Factory
5 166 (11.67%) Snowflake
6 154 (10.82%) GCP
7 152 (10.68%) Azure Synapse Analytics
8 131 (9.21%) Amazon S3
9 129 (9.07%) dbt
10 115 (8.08%) GitHub
11 112 (7.87%) Serverless
12 108 (7.59%) Azure DevOps
13 75 (5.27%) AWS Lambda
14 50 (3.51%) GitHub Actions
15 45 (3.16%) AWS CloudFormation
16 29 (2.04%) AWS Step Functions
16 29 (2.04%) Matillion
17 26 (1.83%) Amazon EMR
18 23 (1.62%) SaaS
19 22 (1.55%) Amazon Kinesis
Communications & Networking
1 21 (1.48%) DNS
1 21 (1.48%) VPN
2 20 (1.41%) BGP
2 20 (1.41%) DMZ
2 20 (1.41%) Multicast
3 9 (0.63%) Structured Cabling
4 4 (0.28%) Firewall
5 3 (0.21%) SAN
6 1 (0.070%) 4G
6 1 (0.070%) 5G
6 1 (0.070%) MQTT
6 1 (0.070%) Network Security
6 1 (0.070%) Software-Defined Networking
6 1 (0.070%) TCP/IP
Database & Business Intelligence
1 273 (19.18%) Data Warehouse
2 240 (16.87%) Power BI
3 171 (12.02%) Data Lake
4 109 (7.66%) SQL Server
5 90 (6.32%) Delta Lake
6 83 (5.83%) Azure SQL Database
6 83 (5.83%) BigQuery
7 78 (5.48%) Amazon Redshift
8 76 (5.34%) Metadata
9 75 (5.27%) Big Data
10 71 (4.99%) PostgreSQL
11 66 (4.64%) Pentaho
12 63 (4.43%) SQL Server Integration Services
13 60 (4.22%) NoSQL
14 51 (3.58%) Snowflake Schema
15 50 (3.51%) Tableau
16 49 (3.44%) Relational Database
17 47 (3.30%) Amazon Athena
18 44 (3.09%) Hadoop
19 34 (2.39%) Star Schema
Development Applications
1 189 (13.28%) Git
2 66 (4.64%) JIRA
3 65 (4.57%) Jenkins
4 59 (4.15%) GitLab
5 21 (1.48%) MLflow
6 4 (0.28%) Bitbucket
6 4 (0.28%) DBeaver
6 4 (0.28%) Visual Studio
7 3 (0.21%) Cucumber
8 2 (0.14%) JMeter
8 2 (0.14%) JUnit
8 2 (0.14%) Selenium
8 2 (0.14%) SonarQube
8 2 (0.14%) Sonatype Nexus
8 2 (0.14%) Zephyr
9 1 (0.070%) Deequ
9 1 (0.070%) Gradle
9 1 (0.070%) Jaeger
9 1 (0.070%) Poetry
9 1 (0.070%) Terragrunt
General
1 230 (16.16%) Social Skills
2 217 (15.25%) Finance
3 155 (10.89%) Analytical Skills
4 123 (8.64%) Public Sector
5 66 (4.64%) Banking
6 39 (2.74%) Inclusion and Diversity
7 20 (1.41%) Investment Banking
8 17 (1.19%) Documentation Skills
8 17 (1.19%) Front Office
9 14 (0.98%) Pharmaceutical
10 13 (0.91%) Retail
11 12 (0.84%) Marketing
11 12 (0.84%) Telecoms
12 11 (0.77%) Publishing
13 10 (0.70%) Manufacturing
14 7 (0.49%) Military
15 6 (0.42%) Law
16 4 (0.28%) Back Office
16 4 (0.28%) Financial Institution
16 4 (0.28%) Legal
Libraries, Frameworks & Software Standards
1 247 (17.36%) PySpark
2 144 (10.12%) Kafka
3 55 (3.87%) Pandas
4 33 (2.32%) JSON
5 28 (1.97%) REST
5 28 (1.97%) YAML
6 20 (1.41%) Great Expectations
7 19 (1.34%) NumPy
8 17 (1.19%) scikit-learn
8 17 (1.19%) XML
9 16 (1.12%) PyTorch
10 15 (1.05%) Matplotlib
10 15 (1.05%) Node.js
11 13 (0.91%) pytest
12 12 (0.84%) Apache NiFi
12 12 (0.84%) Keycloak
12 12 (0.84%) React
12 12 (0.84%) TensorFlow
13 9 (0.63%) Apache Beam
13 9 (0.63%) Polars
Miscellaneous
1 107 (7.52%) Cloud Native
2 44 (3.09%) Legacy Systems
3 35 (2.46%) Data Structures
4 30 (2.11%) Product Ownership
5 21 (1.48%) Distributed Systems
6 20 (1.41%) Onboarding
7 19 (1.34%) Data Protection Act
8 18 (1.26%) Clustering
8 18 (1.26%) Greenfield Project
8 18 (1.26%) Hybrid Cloud
9 17 (1.19%) Replication
10 16 (1.12%) Reinsurance
11 12 (0.84%) Algorithms
11 12 (0.84%) Public Cloud
12 10 (0.70%) Self-Motivation
13 9 (0.63%) Data Centre
13 9 (0.63%) Distributed Computing
13 9 (0.63%) Life Science
13 9 (0.63%) NHS
13 9 (0.63%) Virtual Team
Operating Systems
1 25 (1.76%) Linux
2 22 (1.55%) Unix
3 3 (0.21%) Windows
4 2 (0.14%) Windows Server
5 1 (0.070%) VMS
Processes & Methodologies
1 618 (43.43%) Data Pipeline
2 589 (41.39%) ETL
3 562 (39.49%) Data Engineering
4 542 (38.09%) Analytics
5 494 (34.72%) Data Modelling
6 384 (26.99%) CI/CD
7 323 (22.70%) Business Intelligence
8 285 (20.03%) DevOps
9 276 (19.40%) Agile
10 228 (16.02%) Data Governance
11 219 (15.39%) Problem-Solving
12 186 (13.07%) Data Science
13 168 (11.81%) AI
14 162 (11.38%) Data Integration
15 154 (10.82%) Migration
16 152 (10.68%) Data Architecture
17 139 (9.77%) Data Transformation
18 138 (9.70%) Machine Learning
19 131 (9.21%) Validation
20 130 (9.14%) Infrastructure as Code
Programming Languages
1 804 (56.50%) SQL
2 743 (52.21%) Python
3 89 (6.25%) Java
4 82 (5.76%) Scala
5 38 (2.67%) Data Analysis Expressions
6 33 (2.32%) C#
7 31 (2.18%) T-SQL
8 26 (1.83%) Bash
9 25 (1.76%) PL/SQL
10 21 (1.48%) Bicep
11 19 (1.34%) PowerShell
12 17 (1.19%) Shell Script
13 16 (1.12%) R
14 15 (1.05%) Go
15 14 (0.98%) JavaScript
16 5 (0.35%) TypeScript
17 3 (0.21%) Korn
18 2 (0.14%) C++
18 2 (0.14%) Ruby
18 2 (0.14%) VB
Qualifications
1 392 (27.55%) Security Cleared
2 350 (24.60%) SC Cleared
3 39 (2.74%) Degree
4 36 (2.53%) Azure Certification
5 27 (1.90%) BPSS Clearance
6 21 (1.48%) AWS Certification
7 16 (1.12%) DV Cleared
8 14 (0.98%) Computer Science Degree
9 7 (0.49%) Master's Degree
10 5 (0.35%) BICSI Certification
10 5 (0.35%) City & Guilds
10 5 (0.35%) DBS Check
10 5 (0.35%) Microsoft Certification
11 4 (0.28%) CTC Cleared
12 3 (0.21%) IBM Certification
12 3 (0.21%) SnowPro
13 2 (0.14%) CISSP
13 2 (0.14%) Microsoft Certified Professional
14 1 (0.070%) CCIE
14 1 (0.070%) CCNP
Quality Assurance & Compliance
1 407 (28.60%) Data Quality
2 53 (3.72%) GDPR
3 40 (2.81%) QA
4 18 (1.26%) Accessibility
5 5 (0.35%) ISO/IEC 27001
6 4 (0.28%) HIPAA
6 4 (0.28%) SLA
7 3 (0.21%) FATCA
7 3 (0.21%) GMP
7 3 (0.21%) MiFID
7 3 (0.21%) NIST
8 2 (0.14%) Dodd-Frank
8 2 (0.14%) EMIR
8 2 (0.14%) EU AI Act
8 2 (0.14%) GRC
8 2 (0.14%) SOC 2
8 2 (0.14%) WCAG
9 1 (0.070%) Basel III
9 1 (0.070%) California Consumer Privacy Act
9 1 (0.070%) PMO
System Software
1 93 (6.54%) Docker
2 8 (0.56%) Virtual Machines
3 2 (0.14%) Active Directory
3 2 (0.14%) HDFS
4 1 (0.070%) zsh
Systems Management
1 153 (10.75%) Terraform
2 100 (7.03%) Kubernetes
3 24 (1.69%) Grafana
4 13 (0.91%) Prometheus
5 9 (0.63%) Ansible
6 4 (0.28%) Kibana
6 4 (0.28%) Kubeflow
6 4 (0.28%) NetBackup
7 3 (0.21%) logstash
7 3 (0.21%) Rancher
8 2 (0.14%) Apache Ranger
8 2 (0.14%) EMC NetWorker
8 2 (0.14%) Puppet
8 2 (0.14%) Thomson Reuters DACS
8 2 (0.14%) Tivoli Storage Manager
9 1 (0.070%) Control-M
9 1 (0.070%) Fluentd
9 1 (0.070%) QRadar
Vendors
1 414 (29.09%) Databricks
2 196 (13.77%) Microsoft
3 106 (7.45%) Oracle
4 91 (6.39%) Talend
5 82 (5.76%) Informatica
6 59 (4.15%) Google
7 45 (3.16%) Denodo
8 25 (1.76%) Cisco
9 23 (1.62%) ServiceNow
10 22 (1.55%) F5
11 21 (1.48%) SAP
12 18 (1.26%) Foundry
12 18 (1.26%) Palantir
12 18 (1.26%) Splunk
13 17 (1.19%) Cloudera
14 16 (1.12%) IBM
15 10 (0.70%) Alteryx
16 7 (0.49%) MuleSoft
17 6 (0.42%) OpenAI
18 5 (0.35%) Virgin Media