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 1 March 2026.

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

6 months to
1 Mar 2026
Same period 2025 Same period 2024
Rank 83 75 100
Rank change year-on-year -8 +25 +19
Contract jobs requiring a Data Engineer 1,301 931 968
As % of all contract jobs in the UK 3.13% 3.06% 2.17%
As % of the Job Titles category 3.41% 3.29% 2.33%
Number of daily rates quoted 947 671 756
10th Percentile £363 £356 £325
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £500 £516
Median % change year-on-year - -3.15% -6.14%
75th Percentile £588 £600 £613
90th Percentile £675 £700 £688
UK excluding London median daily rate £473 £475 £475
% change year-on-year -0.53% - -9.52%
Number of hourly rates quoted 15 14 32
10th Percentile £40.25 £25.14 £35.82
25th Percentile £50.00 £26.27 £45.19
Median hourly rate £55.00 £53.75 £62.43
Median % change year-on-year +2.33% -13.90% -1.30%
75th Percentile £75.00 £89.69 £73.75
90th Percentile £85.60 £96.38 £80.00
UK excluding London median hourly rate £52.50 £26.50 £65.00
% change year-on-year +98.11% -59.23% +4.00%

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 38,119 28,262 41,512
% of contract IT jobs with a recognized job title 91.82% 92.85% 92.95%
Number of daily rates quoted 23,936 17,829 27,270
10th Percentile £310 £290 £275
25th Percentile £409 £406 £408
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £613 £638 £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 2,335 854 2,415
10th Percentile £14.71 £16.25 £13.05
25th Percentile £18.87 £21.46 £16.30
Median hourly rate £33.50 £34.06 £34.53
Median % change year-on-year -1.63% -1.38% -13.68%
75th Percentile £63.88 £64.73 £60.00
90th Percentile £75.00 £75.18 £72.00
UK excluding London median hourly rate £32.50 £32.50 £35.00
% change year-on-year - -7.14% -6.67%

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 1 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 1 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 1 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 -3 1,114 £500 -4.31% 534
London 0 667 £520 -5.45% 172
UK excluding London -10 468 £473 -0.53% 444
Work from Home -2 404 £500 -4.76% 252
Midlands +9 175 £495 +4.16% 78
West Midlands +7 158 £499 +1.99% 50
North of England -23 135 £450 -1.37% 110
North West -16 82 £425 -2.86% 55
Scotland +17 56 £425 -2.86% 23
South East -38 55 £513 +2.50% 152
South West -11 47 £538 +10.26% 55
Yorkshire -40 39 £488 - 40
Wales -9 20 £418 -16.50% 11
East Midlands -17 17 £455 +21.33% 27
North East -12 14 £450 -14.29% 16
East of England -42 9 £565 +77.67% 24
Northern Ireland - 1 £430 - 2

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

For the 6 months to 1 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.

1 745 (57.26%) SQL
2 714 (54.88%) Python
3 571 (43.89%) Data Pipeline
4 547 (42.04%) Azure
5 541 (41.58%) ETL
6 506 (38.89%) Data Engineering
7 482 (37.05%) Analytics
8 449 (34.51%) Data Modelling
9 399 (30.67%) Databricks
10 378 (29.05%) Data Quality
11 371 (28.52%) AWS
12 367 (28.21%) CI/CD
13 352 (27.06%) Security Cleared
14 310 (23.83%) SC Cleared
15 301 (23.14%) Business Intelligence
16 269 (20.68%) DevOps
17 259 (19.91%) Agile
18 255 (19.60%) Data Warehouse
19 242 (18.60%) Power Platform
20 237 (18.22%) PySpark
21 227 (17.45%) Power BI
22 225 (17.29%) Azure Data Factory
23 216 (16.60%) Problem-Solving
24 206 (15.83%) Data Governance
25 190 (14.60%) Data Science
26 180 (13.84%) Git
27 178 (13.68%) Microsoft
28 157 (12.07%) Snowflake
29 156 (11.99%) Data Lake
30 155 (11.91%) 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
1 136 (10.45%) Apache Spark
2 135 (10.38%) Apache Airflow
3 85 (6.53%) Apache
4 48 (3.69%) SAS
5 26 (2.00%) Confluence
6 15 (1.15%) Palantir Foundry
7 5 (0.38%) Jupyter
7 5 (0.38%) Microsoft Exchange
8 4 (0.31%) Oracle Application Server
9 3 (0.23%) ArcGIS
9 3 (0.23%) SharePoint
10 2 (0.15%) Apache Pig
10 2 (0.15%) Luigi
11 1 (0.077%) Apache Superset
11 1 (0.077%) Apache Synapse
11 1 (0.077%) Appian
11 1 (0.077%) Camunda
11 1 (0.077%) IIS
11 1 (0.077%) Oracle SOA Suite
Applications
1 11 (0.85%) Microsoft Excel
2 2 (0.15%) Chatbot
2 2 (0.15%) Microsoft Office
3 1 (0.077%) Microsoft PowerPoint
Business Applications
1 3 (0.23%) Dynamics CRM
2 2 (0.15%) Maximo
2 2 (0.15%) SAP BPC
3 1 (0.077%) Actimize
3 1 (0.077%) Aladdin
3 1 (0.077%) Elite 3E
3 1 (0.077%) iTrent
3 1 (0.077%) NEC Housing
3 1 (0.077%) Oracle BPM
3 1 (0.077%) SAP Business ByDesign
3 1 (0.077%) SAP ERP
Cloud Services
1 547 (42.04%) Azure
2 371 (28.52%) AWS
3 242 (18.60%) Power Platform
4 225 (17.29%) Azure Data Factory
5 157 (12.07%) Snowflake
6 144 (11.07%) Azure Synapse Analytics
7 143 (10.99%) GCP
8 118 (9.07%) dbt
9 115 (8.84%) Amazon S3
10 113 (8.69%) Serverless
11 100 (7.69%) GitHub
12 96 (7.38%) Azure DevOps
13 76 (5.84%) AWS Lambda
14 46 (3.54%) GitHub Actions
15 45 (3.46%) AWS CloudFormation
16 29 (2.23%) AWS Step Functions
17 26 (2.00%) Amazon EMR
18 25 (1.92%) Matillion
18 25 (1.92%) Microsoft Purview
19 24 (1.84%) SaaS
Communications & Networking
1 17 (1.31%) DNS
2 16 (1.23%) BGP
2 16 (1.23%) DMZ
2 16 (1.23%) Multicast
2 16 (1.23%) VPN
3 4 (0.31%) Firewall
4 3 (0.23%) SAN
4 3 (0.23%) Structured Cabling
5 1 (0.077%) 4G
5 1 (0.077%) 5G
5 1 (0.077%) Internet
5 1 (0.077%) LAN
5 1 (0.077%) MQTT
5 1 (0.077%) Network Security
5 1 (0.077%) Software-Defined Networking
5 1 (0.077%) TCP/IP
5 1 (0.077%) WAN
5 1 (0.077%) Wi-Fi
Database & Business Intelligence
1 255 (19.60%) Data Warehouse
2 227 (17.45%) Power BI
3 156 (11.99%) Data Lake
4 105 (8.07%) SQL Server
5 81 (6.23%) Delta Lake
6 79 (6.07%) BigQuery
7 72 (5.53%) Azure SQL Database
7 72 (5.53%) Big Data
7 72 (5.53%) PostgreSQL
8 67 (5.15%) Metadata
9 64 (4.92%) Amazon Redshift
9 64 (4.92%) SQL Server Integration Services
10 63 (4.84%) NoSQL
11 56 (4.30%) Pentaho
12 45 (3.46%) Snowflake Schema
13 44 (3.38%) Tableau
14 43 (3.31%) Amazon Athena
14 43 (3.31%) Hadoop
14 43 (3.31%) Relational Database
15 24 (1.84%) Star Schema
Development Applications
1 180 (13.84%) Git
2 69 (5.30%) Jenkins
3 61 (4.69%) JIRA
4 60 (4.61%) GitLab
5 24 (1.84%) MLflow
6 7 (0.54%) Bitbucket
7 4 (0.31%) DBeaver
7 4 (0.31%) Visual Studio
8 3 (0.23%) Cucumber
8 3 (0.23%) Selenium
9 2 (0.15%) JMeter
9 2 (0.15%) JUnit
9 2 (0.15%) SonarQube
9 2 (0.15%) Visual Studio Code
9 2 (0.15%) Zephyr
10 1 (0.077%) Deequ
10 1 (0.077%) Gradle
10 1 (0.077%) Jaeger
10 1 (0.077%) SQL Server Management Studio (SSMS)
10 1 (0.077%) Terragrunt
General
1 226 (17.37%) Social Skills
2 193 (14.83%) Finance
3 137 (10.53%) Analytical Skills
4 112 (8.61%) Public Sector
5 64 (4.92%) Banking
6 35 (2.69%) Inclusion and Diversity
7 20 (1.54%) Investment Banking
8 15 (1.15%) Documentation Skills
8 15 (1.15%) Retail
9 13 (1.00%) Front Office
10 12 (0.92%) Pharmaceutical
11 11 (0.85%) Marketing
12 10 (0.77%) Telecoms
13 8 (0.61%) Manufacturing
13 8 (0.61%) Publishing
14 7 (0.54%) Military
15 6 (0.46%) Law
16 4 (0.31%) Back Office
16 4 (0.31%) Legal
16 4 (0.31%) Organisational Skills
Libraries, Frameworks & Software Standards
1 237 (18.22%) PySpark
2 128 (9.84%) Kafka
3 48 (3.69%) Pandas
4 28 (2.15%) REST
5 27 (2.08%) JSON
6 25 (1.92%) YAML
7 21 (1.61%) NumPy
8 17 (1.31%) XML
9 16 (1.23%) PyTorch
10 14 (1.08%) Great Expectations
10 14 (1.08%) Node.js
10 14 (1.08%) scikit-learn
11 13 (1.00%) Apache NiFi
11 13 (1.00%) pytest
11 13 (1.00%) RESTful
12 12 (0.92%) Keycloak
12 12 (0.92%) Matplotlib
12 12 (0.92%) TensorFlow
13 9 (0.69%) Apache Beam
13 9 (0.69%) React
Miscellaneous
1 98 (7.53%) Cloud Native
2 36 (2.77%) Data Structures
3 29 (2.23%) Legacy Systems
4 27 (2.08%) Product Ownership
5 24 (1.84%) Distributed Systems
6 18 (1.38%) Clustering
6 18 (1.38%) Hybrid Cloud
7 17 (1.31%) Onboarding
7 17 (1.31%) Reinsurance
7 17 (1.31%) Replication
8 15 (1.15%) Data Protection Act
8 15 (1.15%) Greenfield Project
9 14 (1.08%) Algorithms
10 12 (0.92%) Public Cloud
11 10 (0.77%) NHS
12 9 (0.69%) Distributed Computing
13 8 (0.61%) Life Science
14 7 (0.54%) Management Information System
14 7 (0.54%) Virtual Team
15 6 (0.46%) Analytical Mindset
Operating Systems
1 24 (1.84%) Linux
2 21 (1.61%) Unix
3 1 (0.077%) VMS
3 1 (0.077%) Windows
Processes & Methodologies
1 571 (43.89%) Data Pipeline
2 541 (41.58%) ETL
3 506 (38.89%) Data Engineering
4 482 (37.05%) Analytics
5 449 (34.51%) Data Modelling
6 367 (28.21%) CI/CD
7 301 (23.14%) Business Intelligence
8 269 (20.68%) DevOps
9 259 (19.91%) Agile
10 216 (16.60%) Problem-Solving
11 206 (15.83%) Data Governance
12 190 (14.60%) Data Science
13 155 (11.91%) AI
14 149 (11.45%) Data Integration
15 140 (10.76%) Data Architecture
16 139 (10.68%) Migration
17 138 (10.61%) Machine Learning
18 135 (10.38%) Infrastructure as Code
19 131 (10.07%) Data Transformation
20 122 (9.38%) Performance Tuning
Programming Languages
1 745 (57.26%) SQL
2 714 (54.88%) Python
3 87 (6.69%) Java
4 82 (6.30%) Scala
5 37 (2.84%) T-SQL
6 33 (2.54%) Data Analysis Expressions
7 29 (2.23%) C#
7 29 (2.23%) PL/SQL
8 24 (1.84%) Bash
9 21 (1.61%) Bicep
10 19 (1.46%) R
11 17 (1.31%) PowerShell
12 15 (1.15%) Go
12 15 (1.15%) JavaScript
12 15 (1.15%) Shell Script
13 6 (0.46%) TypeScript
14 4 (0.31%) C++
15 3 (0.23%) Korn
16 2 (0.15%) Ruby
16 2 (0.15%) VB
Qualifications
1 352 (27.06%) Security Cleared
2 310 (23.83%) SC Cleared
3 40 (3.07%) Degree
4 38 (2.92%) Azure Certification
5 27 (2.08%) BPSS Clearance
6 23 (1.77%) AWS Certification
7 19 (1.46%) DV Cleared
8 17 (1.31%) Computer Science Degree
9 8 (0.61%) Master's Degree
10 5 (0.38%) DBS Check
10 5 (0.38%) Microsoft Certification
11 4 (0.31%) CTC Cleared
12 3 (0.23%) IBM Certification
13 2 (0.15%) CISSP
13 2 (0.15%) Microsoft Certified Professional
13 2 (0.15%) SnowPro
14 1 (0.077%) AWS Certified Solutions Architect
14 1 (0.077%) CCIE
14 1 (0.077%) CCNP
14 1 (0.077%) Numerate Degree
Quality Assurance & Compliance
1 378 (29.05%) Data Quality
2 50 (3.84%) GDPR
3 33 (2.54%) QA
4 18 (1.38%) Accessibility
5 5 (0.38%) HIPAA
5 5 (0.38%) 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 (0.15%) Dodd-Frank
7 2 (0.15%) EMIR
7 2 (0.15%) EU AI Act
7 2 (0.15%) GRC
7 2 (0.15%) SLA
7 2 (0.15%) SOC 2
7 2 (0.15%) WCAG
8 1 (0.077%) Basel III
8 1 (0.077%) Disclosure Scotland
8 1 (0.077%) ISO 13485
System Software
1 97 (7.46%) Docker
2 7 (0.54%) Virtual Machines
3 4 (0.31%) zsh
4 3 (0.23%) HDFS
5 2 (0.15%) Active Directory
Systems Management
1 155 (11.91%) Terraform
2 103 (7.92%) Kubernetes
3 16 (1.23%) Grafana
4 13 (1.00%) Prometheus
5 10 (0.77%) Ansible
6 5 (0.38%) Kibana
6 5 (0.38%) NetBackup
7 4 (0.31%) Kubeflow
7 4 (0.31%) logstash
8 3 (0.23%) Control-M
8 3 (0.23%) Puppet
8 3 (0.23%) Rancher
9 2 (0.15%) EMC NetWorker
9 2 (0.15%) Tivoli Storage Manager
10 1 (0.077%) Ambari
10 1 (0.077%) Argo
10 1 (0.077%) Fluentd
10 1 (0.077%) QRadar
10 1 (0.077%) ZABBIX
Vendors
1 399 (30.67%) Databricks
2 178 (13.68%) Microsoft
3 105 (8.07%) Oracle
4 77 (5.92%) Talend
5 69 (5.30%) Informatica
6 52 (4.00%) Google
7 35 (2.69%) Denodo
8 22 (1.69%) SAP
9 21 (1.61%) Cisco
10 20 (1.54%) Foundry
11 19 (1.46%) Palantir
11 19 (1.46%) ServiceNow
11 19 (1.46%) Splunk
12 17 (1.31%) F5
13 16 (1.23%) IBM
14 13 (1.00%) Cloudera
15 11 (0.85%) Alteryx
16 6 (0.46%) Confluent
16 6 (0.46%) MuleSoft
16 6 (0.46%) Virgin Media