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 16 April 2026.

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

6 months to
16 Apr 2026
Same period 2025 Same period 2024
Rank 65 83 99
Rank change year-on-year +18 +16 +12
Contract jobs requiring a Data Engineer 1,594 888 980
As % of all contract jobs in the UK 3.47% 3.03% 2.24%
As % of the Job Titles category 3.76% 3.27% 2.41%
Number of daily rates quoted 1,131 653 770
10th Percentile £368 £356 £281
25th Percentile £413 £423 £413
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -9.09%
75th Percentile £581 £600 £600
90th Percentile £650 £700 £688
UK excluding London median daily rate £470 £463 £453
% change year-on-year +1.56% +2.10% -11.61%
Number of hourly rates quoted 46 13 46
10th Percentile £24.92 £25.45 £31.25
25th Percentile £41.28 £26.32 £49.25
Median hourly rate £53.50 £52.50 £66.25
Median % change year-on-year +1.90% -20.75% +3.52%
75th Percentile £75.00 £77.50 £80.00
90th Percentile £81.38 £90.74 -
UK excluding London median hourly rate £52.50 £26.50 £75.00
% change year-on-year +98.11% -64.67% +72.41%

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 42,358 27,131 40,661
% of contract IT jobs with a recognized job title 92.24% 92.61% 92.77%
Number of daily rates quoted 26,304 17,800 26,582
10th Percentile £313 £300 £275
25th Percentile £413 £406 £409
Median daily rate (50th Percentile) £500 £517 £525
Median % change year-on-year -3.29% -1.52% -2.78%
75th Percentile £613 £626 £638
90th Percentile £725 £738 £745
UK excluding London median daily rate £488 £475 £490
% change year-on-year +2.63% -3.06% -2.00%
Number of hourly rates quoted 2,673 984 2,591
10th Percentile £15.00 £14.55 £12.86
25th Percentile £20.27 £19.25 £16.25
Median hourly rate £41.94 £30.79 £35.00
Median % change year-on-year +36.20% -12.02% -22.22%
75th Percentile £65.25 £63.75 £60.00
90th Percentile £77.90 £75.43 £72.45
UK excluding London median hourly rate £42.69 £30.00 £35.00
% change year-on-year +42.28% -14.29% -17.38%

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 16 April 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 16 April 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 16 April 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 +16 1,406 £500 - 396
London +20 790 £525 -0.47% 162
UK excluding London +15 616 £470 +1.56% 291
Work from Home +15 472 £500 - 167
Midlands +20 267 £469 -1.26% 47
West Midlands +22 247 £469 -1.68% 42
North of England -11 177 £465 +0.54% 96
North West +2 110 £450 -2.70% 64
South East -15 79 £500 - 82
South West -10 52 £520 +5.32% 33
Yorkshire -30 52 £465 +3.33% 25
Scotland -2 41 £401 -10.89% 8
East Midlands -25 20 £455 +14.11% 5
Wales -5 19 £425 -15.42% 6
East of England -35 16 £565 +79.37% 22
North East -17 15 £488 +8.33% 11
Northern Ireland +1 3 £410 -18.00% 1

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

For the 6 months to 16 April 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.

1 892 (55.96%) SQL
2 777 (48.75%) Python
3 675 (42.35%) Data Pipeline
4 631 (39.59%) ETL
5 608 (38.14%) Analytics
6 593 (37.20%) Data Engineering
7 584 (36.64%) Azure
8 554 (34.76%) Data Modelling
9 467 (29.30%) Security Cleared
10 435 (27.29%) Data Quality
11 433 (27.16%) AWS
12 425 (26.66%) Databricks
13 416 (26.10%) SC Cleared
14 412 (25.85%) CI/CD
15 353 (22.15%) Business Intelligence
16 313 (19.64%) Agile
17 294 (18.44%) DevOps
18 289 (18.13%) Data Warehouse
19 275 (17.25%) Power Platform
20 259 (16.25%) Power BI
20 259 (16.25%) PySpark
21 249 (15.62%) Data Governance
22 236 (14.81%) Azure Data Factory
23 232 (14.55%) Problem-Solving
24 208 (13.05%) Microsoft
25 202 (12.67%) Git
26 193 (12.11%) Data Science
27 182 (11.42%) Migration
28 178 (11.17%) Data Integration
29 176 (11.04%) 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
1 162 (10.16%) Apache Spark
2 158 (9.91%) Apache Airflow
3 95 (5.96%) Apache
4 73 (4.58%) SAS
5 20 (1.25%) Confluence
6 13 (0.82%) Palantir Foundry
7 9 (0.56%) Jupyter
8 5 (0.31%) Microsoft Exchange
9 4 (0.25%) SharePoint
10 2 (0.13%) Apache Superset
10 2 (0.13%) Luigi
11 1 (0.063%) Apache Synapse
11 1 (0.063%) Appian
11 1 (0.063%) Camunda
11 1 (0.063%) Oracle Application Server
11 1 (0.063%) R Markdown
Applications
1 20 (1.25%) Microsoft Excel
2 7 (0.44%) Notepad++
3 4 (0.25%) Chatbot
4 3 (0.19%) Spreadsheet
5 1 (0.063%) Microsoft Office
Business Applications
1 2 (0.13%) Aladdin
1 2 (0.13%) BambooHR
1 2 (0.13%) Dynamics CRM
1 2 (0.13%) Maximo
1 2 (0.13%) SAP BPC
2 1 (0.063%) Actimize
2 1 (0.063%) Elite 3E
2 1 (0.063%) iTrent
2 1 (0.063%) NEC Housing
2 1 (0.063%) Oracle 11i
2 1 (0.063%) Oracle EBS
2 1 (0.063%) Oracle ERP
2 1 (0.063%) SAP Business ByDesign
2 1 (0.063%) SAP S/4HANA
2 1 (0.063%) SimCorp Dimension
Cloud Services
1 584 (36.64%) Azure
2 433 (27.16%) AWS
3 275 (17.25%) Power Platform
4 236 (14.81%) Azure Data Factory
5 169 (10.60%) Snowflake
6 160 (10.04%) Azure Synapse Analytics
7 159 (9.97%) Amazon S3
8 154 (9.66%) GCP
9 144 (9.03%) dbt
10 118 (7.40%) GitHub
11 114 (7.15%) Azure DevOps
12 113 (7.09%) Serverless
13 90 (5.65%) AWS Lambda
14 53 (3.32%) GitHub Actions
15 44 (2.76%) AWS CloudFormation
16 33 (2.07%) Amazon EMR
17 30 (1.88%) AWS Step Functions
18 27 (1.69%) Matillion
19 24 (1.51%) Dagster
19 24 (1.51%) Microsoft Purview
Communications & Networking
1 27 (1.69%) DNS
1 27 (1.69%) VPN
2 26 (1.63%) BGP
2 26 (1.63%) DMZ
2 26 (1.63%) Multicast
3 12 (0.75%) Structured Cabling
4 7 (0.44%) PuTTY
4 7 (0.44%) WinSCP
5 3 (0.19%) Firewall
5 3 (0.19%) SAN
6 1 (0.063%) 4G
6 1 (0.063%) 5G
6 1 (0.063%) Network Security
6 1 (0.063%) Software-Defined Networking
Database & Business Intelligence
1 289 (18.13%) Data Warehouse
2 259 (16.25%) Power BI
3 172 (10.79%) Data Lake
4 118 (7.40%) SQL Server
5 101 (6.34%) Delta Lake
6 94 (5.90%) BigQuery
7 89 (5.58%) Amazon Redshift
7 89 (5.58%) Metadata
8 83 (5.21%) Azure SQL Database
9 81 (5.08%) Big Data
10 78 (4.89%) Pentaho
11 70 (4.39%) PostgreSQL
12 69 (4.33%) Tableau
13 66 (4.14%) NoSQL
14 62 (3.89%) Snowflake Schema
15 60 (3.76%) SQL Server Integration Services
16 58 (3.64%) Amazon Athena
17 50 (3.14%) Relational Database
18 41 (2.57%) Hadoop
19 37 (2.32%) Star Schema
Development Applications
1 202 (12.67%) Git
2 72 (4.52%) JIRA
3 70 (4.39%) Jenkins
4 68 (4.27%) GitLab
5 20 (1.25%) MLflow
6 4 (0.25%) Bitbucket
7 2 (0.13%) JUnit
7 2 (0.13%) Selenium
7 2 (0.13%) SonarQube
7 2 (0.13%) Sonatype Nexus
7 2 (0.13%) Visual Studio
8 1 (0.063%) Cucumber
8 1 (0.063%) DBeaver
8 1 (0.063%) ER Studio
8 1 (0.063%) ERwin
8 1 (0.063%) Jaeger
8 1 (0.063%) Maven
8 1 (0.063%) Mockito
8 1 (0.063%) Team Foundation Server
8 1 (0.063%) Terragrunt
General
1 259 (16.25%) Finance
2 248 (15.56%) Social Skills
3 174 (10.92%) Analytical Skills
4 137 (8.59%) Public Sector
5 78 (4.89%) Banking
6 37 (2.32%) Inclusion and Diversity
7 21 (1.32%) Investment Banking
7 21 (1.32%) Telecoms
8 19 (1.19%) Documentation Skills
9 16 (1.00%) Manufacturing
10 15 (0.94%) Retail
11 14 (0.88%) Pharmaceutical
12 13 (0.82%) Front Office
12 13 (0.82%) Marketing
13 12 (0.75%) Publishing
14 10 (0.63%) Aerospace
15 8 (0.50%) Law
16 6 (0.38%) Legal
16 6 (0.38%) Local Government
16 6 (0.38%) Military
Libraries, Frameworks & Software Standards
1 259 (16.25%) PySpark
2 154 (9.66%) Kafka
3 55 (3.45%) Pandas
4 36 (2.26%) JSON
5 31 (1.94%) REST
6 30 (1.88%) YAML
7 24 (1.51%) Great Expectations
8 18 (1.13%) XML
9 16 (1.00%) NumPy
9 16 (1.00%) scikit-learn
10 14 (0.88%) Apache Beam
10 14 (0.88%) Matplotlib
10 14 (0.88%) Node.js
10 14 (0.88%) PyTorch
11 13 (0.82%) React
12 11 (0.69%) Apache Avro
12 11 (0.69%) pytest
12 11 (0.69%) Spring
12 11 (0.69%) Spring Boot
13 10 (0.63%) HTML
Miscellaneous
1 105 (6.59%) Cloud Native
2 45 (2.82%) Legacy Systems
3 37 (2.32%) Data Structures
4 33 (2.07%) Product Ownership
5 24 (1.51%) Distributed Systems
5 24 (1.51%) Greenfield Project
6 22 (1.38%) Clustering
6 22 (1.38%) Onboarding
7 18 (1.13%) Data Protection Act
8 16 (1.00%) Reinsurance
9 15 (0.94%) NHS
9 15 (0.94%) Replication
10 13 (0.82%) Hybrid Cloud
11 12 (0.75%) Public Cloud
12 11 (0.69%) Self-Motivation
13 9 (0.56%) Data Centre
14 8 (0.50%) Analytical Mindset
14 8 (0.50%) Life Science
14 8 (0.50%) Reference Data
14 8 (0.50%) Virtual Team
Operating Systems
1 46 (2.89%) Unix
2 35 (2.20%) Linux
3 4 (0.25%) Windows
4 2 (0.13%) Windows Server
5 1 (0.063%) VMS
Processes & Methodologies
1 675 (42.35%) Data Pipeline
2 631 (39.59%) ETL
3 608 (38.14%) Analytics
4 593 (37.20%) Data Engineering
5 554 (34.76%) Data Modelling
6 412 (25.85%) CI/CD
7 353 (22.15%) Business Intelligence
8 313 (19.64%) Agile
9 294 (18.44%) DevOps
10 249 (15.62%) Data Governance
11 232 (14.55%) Problem-Solving
12 193 (12.11%) Data Science
13 182 (11.42%) Migration
14 178 (11.17%) Data Integration
15 176 (11.04%) AI
16 154 (9.66%) Data Architecture
17 152 (9.54%) Validation
18 142 (8.91%) Infrastructure as Code
19 139 (8.72%) Data Transformation
20 138 (8.66%) Performance Tuning
Programming Languages
1 892 (55.96%) SQL
2 777 (48.75%) Python
3 108 (6.78%) Java
4 89 (5.58%) Scala
5 39 (2.45%) C#
6 36 (2.26%) Data Analysis Expressions
7 35 (2.20%) PL/SQL
8 34 (2.13%) T-SQL
9 28 (1.76%) Shell Script
10 26 (1.63%) Bash
11 21 (1.32%) Bicep
12 20 (1.25%) PowerShell
12 20 (1.25%) R
13 18 (1.13%) JavaScript
14 12 (0.75%) Go
15 7 (0.44%) TypeScript
16 3 (0.19%) C
17 2 (0.13%) C++
17 2 (0.13%) Perl
17 2 (0.13%) Ruby
Qualifications
1 467 (29.30%) Security Cleared
2 416 (26.10%) SC Cleared
3 43 (2.70%) Degree
4 35 (2.20%) BPSS Clearance
5 33 (2.07%) Azure Certification
6 17 (1.07%) Computer Science Degree
7 16 (1.00%) AWS Certification
7 16 (1.00%) DV Cleared
8 8 (0.50%) Master's Degree
9 6 (0.38%) DBS Check
9 6 (0.38%) Microsoft Certification
9 6 (0.38%) SnowPro
10 5 (0.31%) BICSI Certification
10 5 (0.31%) City & Guilds
11 4 (0.25%) CTC Cleared
12 3 (0.19%) CISSP
12 3 (0.19%) IBM Certification
13 2 (0.13%) CISM
14 1 (0.063%) CompTIA Security+
14 1 (0.063%) Numerate Degree
Quality Assurance & Compliance
1 435 (27.29%) Data Quality
2 55 (3.45%) GDPR
3 42 (2.63%) QA
4 19 (1.19%) Accessibility
5 8 (0.50%) SLA
6 5 (0.31%) ISO/IEC 27001
7 4 (0.25%) FATCA
7 4 (0.25%) WCAG
8 3 (0.19%) GMP
8 3 (0.19%) HIPAA
9 2 (0.13%) GRC
9 2 (0.13%) MiFID
10 1 (0.063%) Basel III
10 1 (0.063%) California Consumer Privacy Act
10 1 (0.063%) GxP
10 1 (0.063%) NCSC
10 1 (0.063%) NIST
10 1 (0.063%) PMO
10 1 (0.063%) Sarbanes-Oxley
10 1 (0.063%) SOC 2
System Software
1 113 (7.09%) Docker
2 8 (0.50%) Virtual Machines
3 2 (0.13%) Active Directory
3 2 (0.13%) HDFS
4 1 (0.063%) RACF
Systems Management
1 175 (10.98%) Terraform
2 102 (6.40%) Kubernetes
3 43 (2.70%) Grafana
4 16 (1.00%) Prometheus
5 11 (0.69%) Kibana
6 8 (0.50%) Ansible
7 4 (0.25%) Kubeflow
8 3 (0.19%) logstash
8 3 (0.19%) Rancher
9 2 (0.13%) Apache Ranger
9 2 (0.13%) EMC NetWorker
9 2 (0.13%) Thomson Reuters DACS
9 2 (0.13%) Tivoli Storage Manager
10 1 (0.063%) Control-M
10 1 (0.063%) Fluentd
10 1 (0.063%) NetBackup
10 1 (0.063%) Puppet
10 1 (0.063%) QRadar
Vendors
1 425 (26.66%) Databricks
2 208 (13.05%) Microsoft
3 130 (8.16%) Oracle
4 110 (6.90%) Talend
5 99 (6.21%) Informatica
6 62 (3.89%) Google
7 61 (3.83%) Denodo
8 31 (1.94%) Cisco
9 28 (1.76%) F5
10 26 (1.63%) Splunk
11 24 (1.51%) ServiceNow
12 22 (1.38%) SAP
13 18 (1.13%) IBM
14 16 (1.00%) Cloudera
14 16 (1.00%) Foundry
14 16 (1.00%) Palantir
15 11 (0.69%) Alteryx
16 8 (0.50%) MuleSoft
17 7 (0.44%) OpenAI
18 5 (0.31%) Sage