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 5 March 2026.

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

6 months to
5 Mar 2026
Same period 2025 Same period 2024
Rank 82 77 103
Rank change year-on-year -5 +26 +17
Contract jobs requiring a Data Engineer 1,339 930 960
As % of all contract jobs in the UK 3.15% 3.07% 2.18%
As % of the Job Titles category 3.42% 3.31% 2.35%
Number of daily rates quoted 970 673 752
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 £613
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 15 13 33
10th Percentile £40.25 £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 £77.40 £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 39,102 28,091 40,933
% of contract IT jobs with a recognized job title 91.86% 92.82% 92.95%
Number of daily rates quoted 24,515 17,820 26,884
10th Percentile £310 £290 £275
25th Percentile £409 £406 £407
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 £487
% change year-on-year +1.32% -2.46% -2.60%
Number of hourly rates quoted 2,389 852 2,408
10th Percentile £14.64 £16.23 £13.04
25th Percentile £18.87 £21.39 £16.25
Median hourly rate £33.50 £34.00 £34.00
Median % change year-on-year -1.47% - -16.05%
75th Percentile £64.00 £64.57 £60.00
90th Percentile £75.00 £75.23 £71.90
UK excluding London median hourly rate £32.50 £32.50 £35.00
% change year-on-year - -7.14% -10.26%

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 5 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 5 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 5 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 -1 1,151 £500 -3.85% 490
London +3 684 £520 -5.45% 187
UK excluding London -12 486 £470 -1.05% 365
Work from Home -1 413 £500 -4.76% 229
Midlands +10 189 £492 +3.58% 67
West Midlands +8 170 £499 +1.99% 48
North of England -22 140 £450 -2.70% 103
North West -10 86 £425 -4.23% 59
South East -43 56 £506 +3.85% 118
Scotland +14 54 £402 -8.11% 17
South West -13 47 £538 +7.50% 49
Yorkshire -41 40 £484 -3.25% 32
Wales -6 20 £418 -16.50% 6
East Midlands -20 19 £450 +20.00% 18
North East -10 14 £450 -14.29% 13
East of England -40 9 £565 +77.67% 17
Northern Ireland - 1 £430 -

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

For the 6 months to 5 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.

1 763 (56.98%) SQL
2 721 (53.85%) Python
3 586 (43.76%) Data Pipeline
4 560 (41.82%) ETL
5 558 (41.67%) Azure
6 520 (38.83%) Data Engineering
7 504 (37.64%) Analytics
8 465 (34.73%) Data Modelling
9 403 (30.10%) Databricks
10 382 (28.53%) Data Quality
11 372 (27.78%) AWS
12 370 (27.63%) CI/CD
13 358 (26.74%) Security Cleared
14 316 (23.60%) SC Cleared
15 315 (23.53%) Business Intelligence
16 273 (20.39%) DevOps
17 267 (19.94%) Agile
18 265 (19.79%) Data Warehouse
19 251 (18.75%) Power Platform
20 238 (17.77%) PySpark
21 236 (17.63%) Power BI
22 232 (17.33%) Azure Data Factory
23 219 (16.36%) Problem-Solving
24 213 (15.91%) Data Governance
25 189 (14.12%) Data Science
26 184 (13.74%) Microsoft
27 182 (13.59%) Git
28 161 (12.02%) Snowflake
29 159 (11.87%) Data Lake
30 157 (11.73%) Terraform

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 (10.16%) Apache Spark
2 134 (10.01%) Apache Airflow
3 85 (6.35%) Apache
4 50 (3.73%) SAS
5 26 (1.94%) 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 (0.075%) Apache Pig
12 1 (0.075%) Apache Superset
12 1 (0.075%) Apache Synapse
12 1 (0.075%) Appian
12 1 (0.075%) Camunda
12 1 (0.075%) IIS
12 1 (0.075%) Oracle SOA Suite
Applications
1 11 (0.82%) Microsoft Excel
2 2 (0.15%) Chatbot
2 2 (0.15%) Microsoft Office
3 1 (0.075%) Microsoft PowerPoint
Business Applications
1 3 (0.22%) Dynamics CRM
2 2 (0.15%) Maximo
2 2 (0.15%) SAP BPC
3 1 (0.075%) Actimize
3 1 (0.075%) Aladdin
3 1 (0.075%) BambooHR
3 1 (0.075%) Elite 3E
3 1 (0.075%) iTrent
3 1 (0.075%) NEC Housing
3 1 (0.075%) Oracle BPM
3 1 (0.075%) SAP Business ByDesign
Cloud Services
1 558 (41.67%) Azure
2 372 (27.78%) AWS
3 251 (18.75%) Power Platform
4 232 (17.33%) Azure Data Factory
5 161 (12.02%) Snowflake
6 148 (11.05%) Azure Synapse Analytics
7 147 (10.98%) GCP
8 121 (9.04%) dbt
9 116 (8.66%) Amazon S3
10 115 (8.59%) Serverless
11 100 (7.47%) GitHub
12 97 (7.24%) Azure DevOps
13 78 (5.83%) AWS Lambda
14 46 (3.44%) AWS CloudFormation
14 46 (3.44%) GitHub Actions
15 29 (2.17%) AWS Step Functions
16 26 (1.94%) Matillion
16 26 (1.94%) Microsoft Purview
17 25 (1.87%) Amazon EMR
18 24 (1.79%) SaaS
Communications & Networking
1 17 (1.27%) DNS
1 17 (1.27%) VPN
2 16 (1.19%) BGP
2 16 (1.19%) DMZ
2 16 (1.19%) Multicast
3 4 (0.30%) Firewall
4 3 (0.22%) SAN
4 3 (0.22%) Structured Cabling
5 1 (0.075%) 4G
5 1 (0.075%) 5G
5 1 (0.075%) Internet
5 1 (0.075%) LAN
5 1 (0.075%) MQTT
5 1 (0.075%) Network Security
5 1 (0.075%) Software-Defined Networking
5 1 (0.075%) TCP/IP
5 1 (0.075%) WAN
5 1 (0.075%) Wi-Fi
Database & Business Intelligence
1 265 (19.79%) Data Warehouse
2 236 (17.63%) Power BI
3 159 (11.87%) Data Lake
4 104 (7.77%) SQL Server
5 83 (6.20%) BigQuery
6 82 (6.12%) Delta Lake
7 75 (5.60%) Azure SQL Database
8 72 (5.38%) PostgreSQL
9 71 (5.30%) Big Data
10 70 (5.23%) Metadata
11 69 (5.15%) Amazon Redshift
12 65 (4.85%) SQL Server Integration Services
13 63 (4.71%) NoSQL
14 59 (4.41%) Pentaho
15 49 (3.66%) Snowflake Schema
16 47 (3.51%) Tableau
17 44 (3.29%) Amazon Athena
18 42 (3.14%) Hadoop
18 42 (3.14%) Relational Database
19 28 (2.09%) Star Schema
Development Applications
1 182 (13.59%) Git
2 68 (5.08%) Jenkins
3 62 (4.63%) JIRA
4 58 (4.33%) GitLab
5 23 (1.72%) 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 (0.075%) Deequ
10 1 (0.075%) Jaeger
10 1 (0.075%) Maven
10 1 (0.075%) SQL Server Management Studio (SSMS)
10 1 (0.075%) Terragrunt
General
1 230 (17.18%) Social Skills
2 196 (14.64%) Finance
3 138 (10.31%) Analytical Skills
4 115 (8.59%) Public Sector
5 65 (4.85%) Banking
6 37 (2.76%) Inclusion and Diversity
7 19 (1.42%) 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 (0.90%) 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%) Legal
17 4 (0.30%) Organisational Skills
Libraries, Frameworks & Software Standards
1 238 (17.77%) PySpark
2 130 (9.71%) Kafka
3 50 (3.73%) Pandas
4 29 (2.17%) REST
5 26 (1.94%) JSON
6 25 (1.87%) YAML
7 21 (1.57%) NumPy
8 16 (1.19%) PyTorch
8 16 (1.19%) XML
9 15 (1.12%) Great Expectations
10 14 (1.05%) Apache NiFi
10 14 (1.05%) Node.js
10 14 (1.05%) scikit-learn
11 13 (0.97%) pytest
12 12 (0.90%) Keycloak
12 12 (0.90%) Matplotlib
12 12 (0.90%) RESTful
12 12 (0.90%) TensorFlow
13 9 (0.67%) Apache Beam
14 8 (0.60%) OpenTelemetry
Miscellaneous
1 99 (7.39%) Cloud Native
2 36 (2.69%) Data Structures
3 31 (2.32%) Legacy Systems
4 28 (2.09%) Product Ownership
5 26 (1.94%) Distributed Systems
6 20 (1.49%) Onboarding
7 18 (1.34%) Clustering
7 18 (1.34%) Hybrid Cloud
7 18 (1.34%) Replication
8 17 (1.27%) Reinsurance
9 16 (1.19%) Data Protection Act
10 14 (1.05%) Greenfield Project
11 13 (0.97%) Algorithms
12 12 (0.90%) Public Cloud
13 10 (0.75%) NHS
14 9 (0.67%) Distributed Computing
14 9 (0.67%) Life Science
15 7 (0.52%) Management Information System
15 7 (0.52%) Virtual Team
16 6 (0.45%) Derivative
Operating Systems
1 24 (1.79%) Linux
2 21 (1.57%) Unix
3 2 (0.15%) Windows
4 1 (0.075%) VMS
4 1 (0.075%) Windows Server
Processes & Methodologies
1 586 (43.76%) Data Pipeline
2 560 (41.82%) ETL
3 520 (38.83%) Data Engineering
4 504 (37.64%) Analytics
5 465 (34.73%) Data Modelling
6 370 (27.63%) CI/CD
7 315 (23.53%) Business Intelligence
8 273 (20.39%) DevOps
9 267 (19.94%) Agile
10 219 (16.36%) Problem-Solving
11 213 (15.91%) Data Governance
12 189 (14.12%) Data Science
13 155 (11.58%) AI
14 151 (11.28%) Data Integration
15 143 (10.68%) Data Architecture
16 142 (10.60%) Migration
17 137 (10.23%) Machine Learning
18 135 (10.08%) Data Transformation
18 135 (10.08%) Infrastructure as Code
19 127 (9.48%) Performance Tuning
Programming Languages
1 763 (56.98%) SQL
2 721 (53.85%) Python
3 86 (6.42%) Java
4 80 (5.97%) Scala
5 37 (2.76%) T-SQL
6 36 (2.69%) Data Analysis Expressions
7 30 (2.24%) C#
8 28 (2.09%) PL/SQL
9 24 (1.79%) Bash
10 21 (1.57%) Bicep
11 18 (1.34%) R
12 17 (1.27%) PowerShell
13 15 (1.12%) Go
13 15 (1.12%) JavaScript
13 15 (1.12%) Shell Script
14 6 (0.45%) TypeScript
15 3 (0.22%) C++
15 3 (0.22%) Korn
16 2 (0.15%) C
16 2 (0.15%) Ruby
Qualifications
1 358 (26.74%) Security Cleared
2 316 (23.60%) SC Cleared
3 41 (3.06%) Degree
4 38 (2.84%) Azure Certification
5 27 (2.02%) BPSS Clearance
6 23 (1.72%) AWS Certification
7 19 (1.42%) DV Cleared
8 16 (1.19%) 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 (0.075%) AWS Certified Solutions Architect
14 1 (0.075%) CCIE
14 1 (0.075%) CompTIA Security+
14 1 (0.075%) Numerate Degree
Quality Assurance & Compliance
1 382 (28.53%) Data Quality
2 53 (3.96%) GDPR
3 33 (2.46%) QA
4 18 (1.34%) Accessibility
5 5 (0.37%) HIPAA
5 5 (0.37%) ISO/IEC 27001
6 3 (0.22%) FATCA
6 3 (0.22%) GMP
6 3 (0.22%) MiFID
6 3 (0.22%) NIST
6 3 (0.22%) SLA
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%) SOC 2
7 2 (0.15%) WCAG
8 1 (0.075%) GxP
8 1 (0.075%) ISO 13485
8 1 (0.075%) Sarbanes-Oxley
System Software
1 98 (7.32%) 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
1 157 (11.73%) Terraform
2 103 (7.69%) Kubernetes
3 17 (1.27%) Grafana
4 13 (0.97%) Prometheus
5 10 (0.75%) 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 (0.075%) Ambari
10 1 (0.075%) Argo
10 1 (0.075%) Fluentd
10 1 (0.075%) QRadar
10 1 (0.075%) Thomson Reuters DACS
10 1 (0.075%) ZABBIX
Vendors
1 403 (30.10%) Databricks
2 184 (13.74%) Microsoft
3 104 (7.77%) Oracle
4 80 (5.97%) Talend
5 71 (5.30%) Informatica
6 54 (4.03%) Google
7 37 (2.76%) Denodo
8 22 (1.64%) Cisco
8 22 (1.64%) SAP
9 21 (1.57%) ServiceNow
10 20 (1.49%) Foundry
11 19 (1.42%) Palantir
12 18 (1.34%) F5
12 18 (1.34%) Splunk
13 17 (1.27%) IBM
14 14 (1.05%) Cloudera
15 11 (0.82%) Alteryx
16 6 (0.45%) Confluent
16 6 (0.45%) MuleSoft
16 6 (0.45%) Virgin Media