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 6 March 2026.

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

6 months to
6 Mar 2026
Same period 2025 Same period 2024
Rank 82 79 103
Rank change year-on-year -3 +24 +15
Contract jobs requiring a Data Engineer 1,344 940 965
As % of all contract jobs in the UK 3.15% 3.08% 2.17%
As % of the Job Titles category 3.43% 3.32% 2.34%
Number of daily rates quoted 968 680 755
10th Percentile £363 £358 £325
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £500 £513
Median % change year-on-year - -2.44% -6.82%
75th Percentile £588 £600 £612
90th Percentile £663 £700 £688
UK excluding London median daily rate £470 £475 £475
% change year-on-year -1.05% - -9.52%
Number of hourly rates quoted 19 13 33
10th Percentile £34.75 £25.12 £36.00
25th Percentile £50.00 £26.25 £46.75
Median hourly rate £55.00 £42.50 £62.36
Median % change year-on-year +29.41% -31.84% -1.42%
75th Percentile £73.25 £77.50 £72.50
90th Percentile £75.80 £93.75 £80.00
UK excluding London median hourly rate £53.75 £26.50 £65.00
% change year-on-year +102.83% -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 39,202 28,292 41,263
% of contract IT jobs with a recognized job title 91.90% 92.81% 92.95%
Number of daily rates quoted 24,554 17,968 27,109
10th Percentile £310 £291 £275
25th Percentile £409 £406 £406
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £613 £638 £638
90th Percentile £723 £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 2,408 853 2,419
10th Percentile £14.82 £16.23 £13.05
25th Percentile £18.87 £21.43 £16.25
Median hourly rate £34.00 £34.00 £34.08
Median % change year-on-year - -0.23% -15.93%
75th Percentile £65.00 £64.52 £60.00
90th Percentile £75.00 £75.20 £71.90
UK excluding London median hourly rate £33.00 £32.50 £35.00
% change year-on-year +1.54% -7.14% -11.50%

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 6 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 6 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 6 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 -2 1,157 £500 -4.08% 431
London 0 682 £520 -5.45% 160
UK excluding London -12 492 £470 -1.05% 338
Work from Home +1 417 £500 -4.76% 202
Midlands +12 195 £490 +3.11% 61
West Midlands +13 176 £498 +1.74% 44
North of England -25 145 £450 -2.70% 88
North West +3 90 £425 -4.23% 45
South East -42 56 £513 +5.13% 114
Scotland +12 51 £402 -8.11% 18
South West -11 47 £538 +7.50% 46
Yorkshire -33 41 £480 -4.00% 30
Wales -3 20 £418 -16.50% 4
East Midlands -14 19 £450 +20.00% 17
North East -14 14 £450 -14.29% 14
East of England -39 9 £565 +77.67% 16
Northern Ireland - 1 £430 -

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

For the 6 months to 6 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.

1 768 (57.14%) SQL
2 719 (53.50%) Python
3 587 (43.68%) Data Pipeline
4 563 (41.89%) ETL
5 555 (41.29%) Azure
6 520 (38.69%) Data Engineering
7 501 (37.28%) Analytics
8 467 (34.75%) Data Modelling
9 401 (29.84%) Databricks
10 384 (28.57%) Data Quality
11 375 (27.90%) AWS
12 369 (27.46%) CI/CD
13 366 (27.23%) Security Cleared
14 322 (23.96%) SC Cleared
15 315 (23.44%) Business Intelligence
16 272 (20.24%) DevOps
17 267 (19.87%) Agile
17 267 (19.87%) Data Warehouse
18 250 (18.60%) Power Platform
19 239 (17.78%) PySpark
20 235 (17.49%) Power BI
21 230 (17.11%) Azure Data Factory
22 220 (16.37%) Problem-Solving
23 215 (16.00%) Data Governance
24 187 (13.91%) Data Science
25 185 (13.76%) Microsoft
26 183 (13.62%) Git
27 161 (11.98%) Data Lake
28 159 (11.83%) Snowflake
29 156 (11.61%) 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
1 138 (10.27%) Apache Spark
2 133 (9.90%) Apache Airflow
3 86 (6.40%) Apache
4 52 (3.87%) SAS
5 26 (1.93%) Confluence
6 15 (1.12%) Palantir Foundry
7 6 (0.45%) Jupyter
8 5 (0.37%) Microsoft Exchange
9 4 (0.30%) Oracle Application Server
10 3 (0.22%) ArcGIS
10 3 (0.22%) SharePoint
11 2 (0.15%) Luigi
12 1 (0.074%) Apache Pig
12 1 (0.074%) Apache Superset
12 1 (0.074%) Apache Synapse
12 1 (0.074%) Appian
12 1 (0.074%) Camunda
12 1 (0.074%) IIS
12 1 (0.074%) Oracle SOA Suite
Applications
1 11 (0.82%) Microsoft Excel
2 2 (0.15%) Chatbot
2 2 (0.15%) Microsoft Office
3 1 (0.074%) Microsoft PowerPoint
Business Applications
1 3 (0.22%) Dynamics CRM
2 2 (0.15%) Maximo
2 2 (0.15%) SAP BPC
3 1 (0.074%) Actimize
3 1 (0.074%) Aladdin
3 1 (0.074%) BambooHR
3 1 (0.074%) Elite 3E
3 1 (0.074%) iTrent
3 1 (0.074%) NEC Housing
3 1 (0.074%) Oracle BPM
3 1 (0.074%) SAP Business ByDesign
Cloud Services
1 555 (41.29%) Azure
2 375 (27.90%) AWS
3 250 (18.60%) Power Platform
4 230 (17.11%) Azure Data Factory
5 159 (11.83%) Snowflake
6 148 (11.01%) Azure Synapse Analytics
7 147 (10.94%) GCP
8 121 (9.00%) dbt
9 119 (8.85%) Amazon S3
10 114 (8.48%) Serverless
11 101 (7.51%) GitHub
12 97 (7.22%) Azure DevOps
13 77 (5.73%) AWS Lambda
14 46 (3.42%) GitHub Actions
15 45 (3.35%) AWS CloudFormation
16 29 (2.16%) AWS Step Functions
17 27 (2.01%) Matillion
18 26 (1.93%) Microsoft Purview
19 25 (1.86%) Amazon EMR
20 23 (1.71%) SaaS
Communications & Networking
1 19 (1.41%) DNS
1 19 (1.41%) VPN
2 18 (1.34%) BGP
2 18 (1.34%) DMZ
2 18 (1.34%) Multicast
3 4 (0.30%) Firewall
4 3 (0.22%) SAN
4 3 (0.22%) Structured Cabling
5 1 (0.074%) 4G
5 1 (0.074%) 5G
5 1 (0.074%) Internet
5 1 (0.074%) LAN
5 1 (0.074%) MQTT
5 1 (0.074%) Network Security
5 1 (0.074%) Software-Defined Networking
5 1 (0.074%) TCP/IP
5 1 (0.074%) WAN
5 1 (0.074%) Wi-Fi
Database & Business Intelligence
1 267 (19.87%) Data Warehouse
2 235 (17.49%) Power BI
3 161 (11.98%) Data Lake
4 104 (7.74%) SQL Server
5 83 (6.18%) BigQuery
5 83 (6.18%) Delta Lake
6 75 (5.58%) Azure SQL Database
7 73 (5.43%) PostgreSQL
8 72 (5.36%) Amazon Redshift
9 71 (5.28%) Big Data
9 71 (5.28%) Metadata
10 67 (4.99%) SQL Server Integration Services
11 62 (4.61%) NoSQL
12 59 (4.39%) Pentaho
13 49 (3.65%) Snowflake Schema
14 48 (3.57%) Tableau
15 44 (3.27%) Amazon Athena
16 43 (3.20%) Relational Database
17 42 (3.13%) Hadoop
18 28 (2.08%) Star Schema
Development Applications
1 183 (13.62%) Git
2 67 (4.99%) Jenkins
3 63 (4.69%) JIRA
4 58 (4.32%) GitLab
5 22 (1.64%) MLflow
6 7 (0.52%) Bitbucket
7 4 (0.30%) DBeaver
7 4 (0.30%) Visual Studio
8 3 (0.22%) Cucumber
8 3 (0.22%) 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 (0.074%) Deequ
10 1 (0.074%) Gradle
10 1 (0.074%) Jaeger
10 1 (0.074%) Poetry
10 1 (0.074%) Terragrunt
General
1 234 (17.41%) Social Skills
2 194 (14.43%) Finance
3 140 (10.42%) Analytical Skills
4 117 (8.71%) Public Sector
5 64 (4.76%) Banking
6 37 (2.75%) Inclusion and Diversity
7 20 (1.49%) Investment Banking
8 16 (1.19%) Documentation Skills
8 16 (1.19%) Front Office
9 15 (1.12%) Retail
10 13 (0.97%) Pharmaceutical
11 12 (0.89%) Marketing
12 11 (0.82%) Telecoms
13 9 (0.67%) Manufacturing
14 8 (0.60%) Publishing
15 7 (0.52%) Military
16 6 (0.45%) Law
17 4 (0.30%) Back Office
17 4 (0.30%) Corporate Banking
17 4 (0.30%) Legal
Libraries, Frameworks & Software Standards
1 239 (17.78%) PySpark
2 132 (9.82%) Kafka
3 49 (3.65%) Pandas
4 29 (2.16%) REST
5 26 (1.93%) JSON
6 25 (1.86%) YAML
7 20 (1.49%) NumPy
8 16 (1.19%) PyTorch
8 16 (1.19%) XML
9 15 (1.12%) Great Expectations
10 14 (1.04%) Apache NiFi
10 14 (1.04%) Node.js
10 14 (1.04%) scikit-learn
11 13 (0.97%) pytest
12 12 (0.89%) Keycloak
12 12 (0.89%) Matplotlib
12 12 (0.89%) TensorFlow
13 11 (0.82%) RESTful
14 9 (0.67%) Apache Beam
15 8 (0.60%) React
Miscellaneous
1 99 (7.37%) Cloud Native
2 34 (2.53%) Data Structures
3 31 (2.31%) Legacy Systems
4 29 (2.16%) Product Ownership
5 24 (1.79%) Distributed Systems
6 20 (1.49%) Onboarding
7 18 (1.34%) Clustering
7 18 (1.34%) Hybrid Cloud
8 17 (1.26%) Data Protection Act
8 17 (1.26%) Reinsurance
8 17 (1.26%) Replication
9 14 (1.04%) Greenfield Project
10 13 (0.97%) Algorithms
11 12 (0.89%) Public Cloud
12 10 (0.74%) NHS
13 9 (0.67%) Distributed Computing
13 9 (0.67%) Life Science
14 7 (0.52%) Management Information System
14 7 (0.52%) Virtual Team
15 6 (0.45%) Derivative
Operating Systems
1 22 (1.64%) Linux
2 20 (1.49%) Unix
3 2 (0.15%) Windows
4 1 (0.074%) VMS
4 1 (0.074%) Windows Server
Processes & Methodologies
1 587 (43.68%) Data Pipeline
2 563 (41.89%) ETL
3 520 (38.69%) Data Engineering
4 501 (37.28%) Analytics
5 467 (34.75%) Data Modelling
6 369 (27.46%) CI/CD
7 315 (23.44%) Business Intelligence
8 272 (20.24%) DevOps
9 267 (19.87%) Agile
10 220 (16.37%) Problem-Solving
11 215 (16.00%) Data Governance
12 187 (13.91%) Data Science
13 156 (11.61%) AI
14 153 (11.38%) Data Integration
15 144 (10.71%) Data Architecture
16 141 (10.49%) Migration
17 136 (10.12%) Machine Learning
18 135 (10.04%) Data Transformation
19 134 (9.97%) Infrastructure as Code
20 126 (9.38%) Performance Tuning
Programming Languages
1 768 (57.14%) SQL
2 719 (53.50%) Python
3 87 (6.47%) Java
4 82 (6.10%) Scala
5 37 (2.75%) T-SQL
6 36 (2.68%) Data Analysis Expressions
7 31 (2.31%) C#
8 27 (2.01%) PL/SQL
9 25 (1.86%) Bash
10 21 (1.56%) Bicep
11 18 (1.34%) PowerShell
11 18 (1.34%) R
12 16 (1.19%) JavaScript
13 15 (1.12%) Go
14 14 (1.04%) Shell Script
15 6 (0.45%) TypeScript
16 3 (0.22%) Korn
17 2 (0.15%) HiveQL
17 2 (0.15%) Ruby
17 2 (0.15%) VB
Qualifications
1 366 (27.23%) Security Cleared
2 322 (23.96%) SC Cleared
3 40 (2.98%) Degree
4 38 (2.83%) Azure Certification
5 28 (2.08%) BPSS Clearance
6 23 (1.71%) AWS Certification
7 19 (1.41%) DV Cleared
8 15 (1.12%) Computer Science Degree
9 8 (0.60%) Master's Degree
10 5 (0.37%) DBS Check
10 5 (0.37%) Microsoft Certification
11 4 (0.30%) CTC Cleared
12 3 (0.22%) IBM Certification
13 2 (0.15%) CISSP
13 2 (0.15%) Microsoft Certified Professional
13 2 (0.15%) SnowPro
14 1 (0.074%) AWS Certified Solutions Architect
14 1 (0.074%) CCIE
14 1 (0.074%) CompTIA Security+
14 1 (0.074%) Numerate Degree
Quality Assurance & Compliance
1 384 (28.57%) Data Quality
2 54 (4.02%) GDPR
3 33 (2.46%) QA
4 18 (1.34%) Accessibility
5 5 (0.37%) HIPAA
5 5 (0.37%) ISO/IEC 27001
6 4 (0.30%) SLA
7 3 (0.22%) FATCA
7 3 (0.22%) GMP
7 3 (0.22%) MiFID
7 3 (0.22%) NIST
8 2 (0.15%) Dodd-Frank
8 2 (0.15%) EMIR
8 2 (0.15%) EU AI Act
8 2 (0.15%) GRC
8 2 (0.15%) SOC 2
8 2 (0.15%) WCAG
9 1 (0.074%) GxP
9 1 (0.074%) ISO 13485
9 1 (0.074%) Sarbanes-Oxley
System Software
1 97 (7.22%) Docker
2 7 (0.52%) Virtual Machines
3 3 (0.22%) HDFS
3 3 (0.22%) zsh
4 2 (0.15%) Active Directory
Systems Management
1 156 (11.61%) Terraform
2 102 (7.59%) Kubernetes
3 19 (1.41%) Grafana
4 13 (0.97%) Prometheus
5 10 (0.74%) Ansible
6 5 (0.37%) Kibana
6 5 (0.37%) NetBackup
7 4 (0.30%) Kubeflow
7 4 (0.30%) logstash
8 3 (0.22%) Control-M
8 3 (0.22%) Puppet
8 3 (0.22%) Rancher
9 2 (0.15%) EMC NetWorker
9 2 (0.15%) Tivoli Storage Manager
10 1 (0.074%) Ambari
10 1 (0.074%) Argo
10 1 (0.074%) Fluentd
10 1 (0.074%) QRadar
10 1 (0.074%) Thomson Reuters DACS
10 1 (0.074%) ZABBIX
Vendors
1 401 (29.84%) Databricks
2 185 (13.76%) Microsoft
3 104 (7.74%) Oracle
4 82 (6.10%) Talend
5 73 (5.43%) Informatica
6 54 (4.02%) Google
7 39 (2.90%) Denodo
8 24 (1.79%) Cisco
9 22 (1.64%) ServiceNow
10 21 (1.56%) SAP
11 20 (1.49%) F5
11 20 (1.49%) Foundry
12 19 (1.41%) Palantir
13 18 (1.34%) Splunk
14 16 (1.19%) IBM
15 13 (0.97%) Cloudera
16 11 (0.82%) Alteryx
17 6 (0.45%) MuleSoft
17 6 (0.45%) Virgin Media
18 5 (0.37%) OpenAI