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 23 March 2026.

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

6 months to
23 Mar 2026
Same period 2025 Same period 2024
Rank 73 77 99
Rank change year-on-year +4 +22 +17
Contract jobs requiring a Data Engineer 1,427 903 966
As % of all contract jobs in the UK 3.26% 3.06% 2.18%
As % of the Job Titles category 3.55% 3.29% 2.35%
Number of daily rates quoted 1,017 659 750
10th Percentile £363 £353 £285
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% -13.79%
Number of hourly rates quoted 31 15 42
10th Percentile £19.34 £25.15 £31.25
25th Percentile £38.14 £26.29 £47.38
Median hourly rate £55.00 £52.50 £63.75
Median % change year-on-year +4.76% -17.65% -0.39%
75th Percentile £75.00 £78.10 £80.00
90th Percentile £79.00 £93.75 -
UK excluding London median hourly rate £53.75 £26.50 £75.00
% change year-on-year +102.83% -64.67% +32.16%

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 40,245 27,473 41,117
% of contract IT jobs with a recognized job title 91.95% 92.96% 92.87%
Number of daily rates quoted 25,132 17,911 26,933
10th Percentile £313 £300 £275
25th Percentile £410 £406 £406
Median daily rate (50th Percentile) £500 £520 £525
Median % change year-on-year -3.85% -0.95% -4.37%
75th Percentile £613 £630 £638
90th Percentile £721 £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 2,500 903 2,510
10th Percentile £15.00 £15.22 £12.86
25th Percentile £19.28 £21.01 £16.25
Median hourly rate £36.00 £32.50 £32.50
Median % change year-on-year +10.77% - -23.85%
75th Percentile £65.00 £65.00 £60.00
90th Percentile £76.58 £76.25 £71.90
UK excluding London median hourly rate £36.13 £32.50 £32.50
% change year-on-year +11.15% - -19.93%

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 23 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 23 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 23 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 1,249 £500 - 424
London +11 721 £522 -2.52% 167
UK excluding London -6 535 £470 +2.17% 330
Work from Home +5 443 £500 - 188
Midlands +15 219 £470 -1.05% 62
West Midlands +8 200 £484 +1.52% 48
North of England -18 161 £459 +1.94% 81
North West +2 100 £450 -2.70% 48
South East -40 62 £500 - 111
South West -5 52 £525 +5.00% 43
Yorkshire -43 45 £470 +4.44% 23
Scotland +1 44 £402 -8.11% 12
East Midlands -29 19 £450 +20.00% 14
Wales -2 17 £410 -22.27% 5
North East -12 16 £475 - 11
East of England -36 12 £565 +77.67% 20
Northern Ireland - 3 £410 -

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

For the 6 months to 23 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.

1 802 (56.20%) SQL
2 741 (51.93%) Python
3 619 (43.38%) Data Pipeline
4 590 (41.35%) ETL
5 568 (39.80%) Azure
6 565 (39.59%) Data Engineering
7 544 (38.12%) Analytics
8 497 (34.83%) Data Modelling
9 413 (28.94%) Databricks
10 408 (28.59%) Data Quality
11 401 (28.10%) AWS
12 396 (27.75%) Security Cleared
13 385 (26.98%) CI/CD
14 355 (24.88%) SC Cleared
15 322 (22.56%) Business Intelligence
16 283 (19.83%) DevOps
17 274 (19.20%) Agile
18 273 (19.13%) Data Warehouse
19 258 (18.08%) Power Platform
20 246 (17.24%) PySpark
21 242 (16.96%) Power BI
22 232 (16.26%) Azure Data Factory
22 232 (16.26%) Data Governance
23 216 (15.14%) Problem-Solving
24 197 (13.81%) Microsoft
25 187 (13.10%) Git
26 185 (12.96%) Data Science
27 171 (11.98%) Data Lake
28 170 (11.91%) Snowflake
29 168 (11.77%) 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
1 150 (10.51%) Apache Spark
2 133 (9.32%) Apache Airflow
3 92 (6.45%) Apache
4 56 (3.92%) SAS
5 25 (1.75%) Confluence
6 13 (0.91%) Palantir Foundry
7 6 (0.42%) Jupyter
8 5 (0.35%) Microsoft Exchange
9 4 (0.28%) Oracle Application Server
9 4 (0.28%) SharePoint
10 2 (0.14%) Apache Superset
10 2 (0.14%) Luigi
11 1 (0.070%) Apache Synapse
11 1 (0.070%) Appian
11 1 (0.070%) ArcGIS
11 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
1 568 (39.80%) Azure
2 401 (28.10%) AWS
3 258 (18.08%) Power Platform
4 232 (16.26%) Azure Data Factory
5 170 (11.91%) Snowflake
6 151 (10.58%) GCP
7 150 (10.51%) Azure Synapse Analytics
8 136 (9.53%) Amazon S3
9 129 (9.04%) dbt
10 119 (8.34%) GitHub
11 114 (7.99%) Serverless
12 105 (7.36%) Azure DevOps
13 78 (5.47%) AWS Lambda
14 50 (3.50%) GitHub Actions
15 45 (3.15%) AWS CloudFormation
16 29 (2.03%) AWS Step Functions
16 29 (2.03%) Matillion
17 28 (1.96%) Amazon EMR
18 23 (1.61%) Amazon Kinesis
19 22 (1.54%) Microsoft Purview
Communications & Networking
1 23 (1.61%) DNS
1 23 (1.61%) VPN
2 22 (1.54%) BGP
2 22 (1.54%) DMZ
2 22 (1.54%) Multicast
3 10 (0.70%) 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
Database & Business Intelligence
1 273 (19.13%) Data Warehouse
2 242 (16.96%) Power BI
3 171 (11.98%) Data Lake
4 105 (7.36%) SQL Server
5 90 (6.31%) Delta Lake
6 81 (5.68%) Azure SQL Database
7 80 (5.61%) Amazon Redshift
8 79 (5.54%) BigQuery
9 78 (5.47%) Metadata
10 72 (5.05%) PostgreSQL
11 71 (4.98%) Big Data
12 66 (4.63%) Pentaho
13 61 (4.27%) SQL Server Integration Services
14 59 (4.13%) NoSQL
15 52 (3.64%) Snowflake Schema
16 50 (3.50%) Tableau
17 48 (3.36%) Relational Database
18 47 (3.29%) Amazon Athena
19 44 (3.08%) Hadoop
20 34 (2.38%) Star Schema
Development Applications
1 187 (13.10%) Git
2 66 (4.63%) JIRA
3 63 (4.41%) Jenkins
4 61 (4.27%) GitLab
5 21 (1.47%) MLflow
6 4 (0.28%) Bitbucket
6 4 (0.28%) DBeaver
6 4 (0.28%) Visual Studio
7 2 (0.14%) JUnit
7 2 (0.14%) Selenium
7 2 (0.14%) SonarQube
7 2 (0.14%) Sonatype Nexus
8 1 (0.070%) Deequ
8 1 (0.070%) Gradle
8 1 (0.070%) Jaeger
8 1 (0.070%) Maven
8 1 (0.070%) Poetry
8 1 (0.070%) SQL Server Management Studio (SSMS)
8 1 (0.070%) Team Foundation Server
8 1 (0.070%) Terragrunt
General
1 229 (16.05%) Social Skills
2 217 (15.21%) Finance
3 156 (10.93%) Analytical Skills
4 122 (8.55%) Public Sector
5 68 (4.77%) Banking
6 39 (2.73%) Inclusion and Diversity
7 21 (1.47%) Investment Banking
8 16 (1.12%) Documentation Skills
8 16 (1.12%) Front Office
9 13 (0.91%) Pharmaceutical
9 13 (0.91%) Telecoms
10 12 (0.84%) Marketing
10 12 (0.84%) Retail
11 11 (0.77%) Manufacturing
11 11 (0.77%) Publishing
12 7 (0.49%) Military
13 6 (0.42%) Law
14 4 (0.28%) Aerospace
14 4 (0.28%) Legal
14 4 (0.28%) Local Government
Libraries, Frameworks & Software Standards
1 246 (17.24%) PySpark
2 146 (10.23%) Kafka
3 54 (3.78%) Pandas
4 33 (2.31%) JSON
5 28 (1.96%) REST
5 28 (1.96%) YAML
6 20 (1.40%) Great Expectations
7 18 (1.26%) NumPy
7 18 (1.26%) XML
8 17 (1.19%) scikit-learn
9 16 (1.12%) Node.js
10 15 (1.05%) Matplotlib
10 15 (1.05%) PyTorch
11 12 (0.84%) Keycloak
11 12 (0.84%) pytest
11 12 (0.84%) React
12 11 (0.77%) Apache NiFi
12 11 (0.77%) TensorFlow
13 9 (0.63%) Apache Beam
13 9 (0.63%) Polars
Miscellaneous
1 108 (7.57%) Cloud Native
2 45 (3.15%) Legacy Systems
3 35 (2.45%) Data Structures
4 30 (2.10%) Product Ownership
5 21 (1.47%) Distributed Systems
6 20 (1.40%) Clustering
6 20 (1.40%) Onboarding
7 19 (1.33%) Data Protection Act
8 18 (1.26%) Replication
9 17 (1.19%) Greenfield Project
9 17 (1.19%) Hybrid Cloud
10 15 (1.05%) Reinsurance
11 12 (0.84%) Public Cloud
12 11 (0.77%) Algorithms
13 10 (0.70%) Self-Motivation
14 9 (0.63%) Data Centre
14 9 (0.63%) Distributed Computing
14 9 (0.63%) NHS
14 9 (0.63%) Virtual Team
15 8 (0.56%) Life Science
Operating Systems
1 24 (1.68%) Linux
2 22 (1.54%) Unix
3 3 (0.21%) Windows
4 2 (0.14%) Windows Server
5 1 (0.070%) VMS
Processes & Methodologies
1 619 (43.38%) Data Pipeline
2 590 (41.35%) ETL
3 565 (39.59%) Data Engineering
4 544 (38.12%) Analytics
5 497 (34.83%) Data Modelling
6 385 (26.98%) CI/CD
7 322 (22.56%) Business Intelligence
8 283 (19.83%) DevOps
9 274 (19.20%) Agile
10 232 (16.26%) Data Governance
11 216 (15.14%) Problem-Solving
12 185 (12.96%) Data Science
13 168 (11.77%) AI
14 159 (11.14%) Data Integration
15 156 (10.93%) Migration
16 153 (10.72%) Data Architecture
17 138 (9.67%) Data Transformation
18 135 (9.46%) Machine Learning
19 131 (9.18%) Validation
20 130 (9.11%) Performance Tuning
Programming Languages
1 802 (56.20%) SQL
2 741 (51.93%) Python
3 88 (6.17%) Java
4 80 (5.61%) Scala
5 37 (2.59%) Data Analysis Expressions
6 34 (2.38%) C#
7 30 (2.10%) T-SQL
8 26 (1.82%) Bash
9 25 (1.75%) PL/SQL
10 21 (1.47%) Bicep
11 19 (1.33%) PowerShell
12 17 (1.19%) Shell Script
13 16 (1.12%) R
14 15 (1.05%) Go
15 11 (0.77%) JavaScript
16 5 (0.35%) TypeScript
17 3 (0.21%) C
17 3 (0.21%) Korn
18 2 (0.14%) C++
18 2 (0.14%) Ruby
Qualifications
1 396 (27.75%) Security Cleared
2 355 (24.88%) SC Cleared
3 38 (2.66%) Degree
4 36 (2.52%) Azure Certification
5 27 (1.89%) BPSS Clearance
6 21 (1.47%) 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
11 4 (0.28%) SnowPro
12 3 (0.21%) IBM Certification
13 2 (0.14%) CISSP
14 1 (0.070%) Cisco Certification
14 1 (0.070%) CISM
14 1 (0.070%) ITIL Certification
Quality Assurance & Compliance
1 408 (28.59%) Data Quality
2 53 (3.71%) GDPR
3 39 (2.73%) 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
8 2 (0.14%) Dodd-Frank
8 2 (0.14%) EMIR
8 2 (0.14%) GRC
8 2 (0.14%) NIST
8 2 (0.14%) SOC 2
8 2 (0.14%) WCAG
9 1 (0.070%) Basel III
9 1 (0.070%) Disclosure Scotland
9 1 (0.070%) ISO 13485
9 1 (0.070%) PMO
System Software
1 92 (6.45%) 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 (10.72%) Terraform
2 100 (7.01%) Kubernetes
3 25 (1.75%) Grafana
4 13 (0.91%) Prometheus
5 9 (0.63%) Ansible
6 4 (0.28%) Kubeflow
6 4 (0.28%) NetBackup
7 3 (0.21%) Kibana
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
1 413 (28.94%) Databricks
2 197 (13.81%) Microsoft
3 103 (7.22%) Oracle
4 92 (6.45%) Talend
5 84 (5.89%) Informatica
6 60 (4.20%) Google
7 46 (3.22%) Denodo
8 27 (1.89%) Cisco
9 24 (1.68%) F5
10 23 (1.61%) ServiceNow
11 20 (1.40%) SAP
12 18 (1.26%) Splunk
13 17 (1.19%) Cloudera
13 17 (1.19%) IBM
13 17 (1.19%) Palantir
14 16 (1.12%) Foundry
15 10 (0.70%) Alteryx
16 8 (0.56%) MuleSoft
17 6 (0.42%) OpenAI
18 5 (0.35%) Virgin Media