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 12 February 2026.

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

6 months to
12 Feb 2026
Same period 2025 Same period 2024
Rank 85 82 109
Rank change year-on-year -3 +27 +11
Contract jobs requiring a Data Engineer 1,186 929 933
As % of all contract jobs in the UK 2.98% 3.00% 2.11%
As % of the Job Titles category 3.25% 3.23% 2.26%
Number of daily rates quoted 853 668 724
10th Percentile £360 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £517 £525
Median % change year-on-year -3.33% -1.48% -4.55%
75th Percentile £588 £613 £625
90th Percentile £688 £716 £688
UK excluding London median daily rate £475 £475 £500
% change year-on-year - -5.00% -2.44%
Number of hourly rates quoted 10 14 22
10th Percentile £29.96 £25.55 £35.82
25th Percentile £34.13 £26.37 £38.09
Median hourly rate £53.50 £65.00 £56.50
Median % change year-on-year -17.69% +15.04% -9.60%
75th Percentile £65.88 £93.75 £66.25
90th Percentile £82.10 £97.50 £67.50
UK excluding London median hourly rate £53.75 £26.50 £62.50
% change year-on-year +102.83% -57.60% -

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 36,458 28,796 41,269
% of contract IT jobs with a recognized job title 91.54% 92.96% 93.15%
Number of daily rates quoted 22,924 17,765 27,180
10th Percentile £300 £288 £275
25th Percentile £406 £406 £410
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £613 £638 £638
90th Percentile £719 £738 £738
UK excluding London median daily rate £475 £478 £489
% change year-on-year -0.52% -2.35% -2.20%
Number of hourly rates quoted 2,214 834 2,292
10th Percentile £14.53 £15.92 £13.15
25th Percentile £18.87 £21.25 £16.45
Median hourly rate £30.00 £34.00 £35.00
Median % change year-on-year -11.76% -2.86% -2.23%
75th Percentile £62.44 £63.75 £60.75
90th Percentile £72.50 £75.00 £72.50
UK excluding London median hourly rate £29.60 £32.13 £35.00
% change year-on-year -7.87% -8.20% -

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 12 February 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 12 February 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 12 February 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 -6 1,001 £500 -4.76% 428
London +6 635 £520 -5.45% 168
UK excluding London -28 386 £475 - 340
Work from Home -3 364 £500 -4.76% 190
Midlands -14 121 £500 +4.82% 64
North of England -37 115 £450 -2.70% 92
West Midlands -16 106 £513 +4.59% 53
North West -12 66 £415 -5.14% 54
Scotland +14 54 £450 +1.41% 27
South East -41 52 £513 -2.38% 104
South West -10 46 £525 +5.00% 38
Yorkshire -40 36 £488 -4.88% 28
Wales -6 17 £410 -18.00% 3
East Midlands -18 15 £450 +20.00% 11
North East -15 13 £463 -11.90% 12
East of England -40 5 £510 +60.38% 15
Northern Ireland -3 1 £430 -21.82%

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

For the 6 months to 12 February 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.

1 692 (58.35%) Python
2 675 (56.91%) SQL
3 512 (43.17%) Azure
4 501 (42.24%) Data Pipeline
5 484 (40.81%) ETL
6 463 (39.04%) Data Engineering
7 421 (35.50%) Analytics
8 408 (34.40%) Data Modelling
9 384 (32.38%) Databricks
10 357 (30.10%) AWS
11 331 (27.91%) CI/CD
12 329 (27.74%) Data Quality
13 300 (25.30%) Security Cleared
14 272 (22.93%) Business Intelligence
15 265 (22.34%) SC Cleared
16 232 (19.56%) DevOps
17 231 (19.48%) Data Warehouse
17 231 (19.48%) Power Platform
18 227 (19.14%) PySpark
19 223 (18.80%) Power BI
20 221 (18.63%) Agile
21 212 (17.88%) Azure Data Factory
22 190 (16.02%) Problem-Solving
23 179 (15.09%) Data Governance
23 179 (15.09%) Data Science
24 158 (13.32%) Microsoft
25 157 (13.24%) Git
26 155 (13.07%) Snowflake
27 151 (12.73%) Data Lake
28 149 (12.56%) 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
1 137 (11.55%) Apache Airflow
2 126 (10.62%) Apache Spark
3 88 (7.42%) Apache
4 22 (1.85%) SAS
5 19 (1.60%) Confluence
6 18 (1.52%) Palantir Foundry
7 6 (0.51%) Apache Pig
7 6 (0.51%) Oracle Application Server
8 5 (0.42%) IIS
8 5 (0.42%) Jupyter
9 4 (0.34%) Microsoft Exchange
9 4 (0.34%) SharePoint
10 3 (0.25%) ArcGIS
11 2 (0.17%) Luigi
12 1 (0.084%) Apache Superset
12 1 (0.084%) Apache Synapse
12 1 (0.084%) Appian
12 1 (0.084%) Camunda
12 1 (0.084%) nginx
12 1 (0.084%) Oracle SOA Suite
Applications
1 12 (1.01%) Microsoft Excel
2 2 (0.17%) Chatbot
2 2 (0.17%) Microsoft Office
3 1 (0.084%) Microsoft PowerPoint
Business Applications
1 2 (0.17%) Dynamics CRM
1 2 (0.17%) Maximo
2 1 (0.084%) Actimize
2 1 (0.084%) Aladdin
2 1 (0.084%) Elite 3E
2 1 (0.084%) NEC Housing
2 1 (0.084%) Oracle BPM
2 1 (0.084%) SAP ERP
Cloud Services
1 512 (43.17%) Azure
2 357 (30.10%) AWS
3 231 (19.48%) Power Platform
4 212 (17.88%) Azure Data Factory
5 155 (13.07%) Snowflake
6 134 (11.30%) Azure Synapse Analytics
7 130 (10.96%) GCP
8 123 (10.37%) Amazon S3
9 121 (10.20%) dbt
10 111 (9.36%) Serverless
11 104 (8.77%) GitHub
12 85 (7.17%) Azure DevOps
13 74 (6.24%) AWS Lambda
14 53 (4.47%) GitHub Actions
15 45 (3.79%) AWS CloudFormation
16 28 (2.36%) SaaS
17 26 (2.19%) Amazon EMR
17 26 (2.19%) AWS Step Functions
18 25 (2.11%) Microsoft Purview
19 22 (1.85%) Amazon Kinesis
Communications & Networking
1 12 (1.01%) DNS
2 11 (0.93%) BGP
2 11 (0.93%) DMZ
2 11 (0.93%) Multicast
2 11 (0.93%) VPN
3 4 (0.34%) Firewall
4 3 (0.25%) SAN
4 3 (0.25%) Structured Cabling
5 1 (0.084%) Internet
5 1 (0.084%) LAN
5 1 (0.084%) MQTT
5 1 (0.084%) Network Security
5 1 (0.084%) Software-Defined Networking
5 1 (0.084%) TCP/IP
5 1 (0.084%) WAN
5 1 (0.084%) Wi-Fi
Database & Business Intelligence
1 231 (19.48%) Data Warehouse
2 223 (18.80%) Power BI
3 151 (12.73%) Data Lake
4 99 (8.35%) SQL Server
5 74 (6.24%) PostgreSQL
6 73 (6.16%) Big Data
7 72 (6.07%) Delta Lake
8 70 (5.90%) Azure SQL Database
8 70 (5.90%) BigQuery
9 67 (5.65%) Amazon Redshift
10 65 (5.48%) NoSQL
11 62 (5.23%) Metadata
12 52 (4.38%) SQL Server Integration Services
13 42 (3.54%) Amazon Athena
13 42 (3.54%) Tableau
14 41 (3.46%) Snowflake Schema
15 39 (3.29%) Hadoop
15 39 (3.29%) Relational Database
16 34 (2.87%) Star Schema
17 31 (2.61%) Pentaho
Development Applications
1 157 (13.24%) Git
2 55 (4.64%) Jenkins
3 44 (3.71%) JIRA
4 43 (3.63%) GitLab
5 23 (1.94%) MLflow
6 6 (0.51%) DBeaver
7 4 (0.34%) Bitbucket
7 4 (0.34%) Visual Studio
8 3 (0.25%) Cucumber
8 3 (0.25%) Selenium
9 2 (0.17%) JMeter
9 2 (0.17%) JUnit
9 2 (0.17%) Visual Studio Code
9 2 (0.17%) Zephyr
10 1 (0.084%) Deequ
10 1 (0.084%) Jaeger
10 1 (0.084%) Maven
10 1 (0.084%) Poetry
10 1 (0.084%) TeamCity
10 1 (0.084%) Terragrunt
General
1 210 (17.71%) Social Skills
2 180 (15.18%) Finance
3 128 (10.79%) Analytical Skills
4 82 (6.91%) Public Sector
5 59 (4.97%) Banking
6 35 (2.95%) Inclusion and Diversity
7 18 (1.52%) Investment Banking
8 13 (1.10%) Documentation Skills
8 13 (1.10%) Retail
9 12 (1.01%) Front Office
9 12 (1.01%) Marketing
10 11 (0.93%) Pharmaceutical
11 9 (0.76%) Telecoms
12 8 (0.67%) Manufacturing
13 7 (0.59%) Military
14 6 (0.51%) Publishing
15 5 (0.42%) Law
16 4 (0.34%) Back Office
16 4 (0.34%) Corporate Banking
16 4 (0.34%) Legal
Libraries, Frameworks & Software Standards
1 227 (19.14%) PySpark
2 122 (10.29%) Kafka
3 48 (4.05%) Pandas
4 32 (2.70%) REST
5 27 (2.28%) JSON
6 24 (2.02%) NumPy
7 22 (1.85%) YAML
8 17 (1.43%) PyTorch
8 17 (1.43%) XML
9 15 (1.26%) RESTful
10 14 (1.18%) Apache NiFi
11 12 (1.01%) Great Expectations
11 12 (1.01%) Keycloak
11 12 (1.01%) Node.js
11 12 (1.01%) OpenTelemetry
11 12 (1.01%) TensorFlow
12 11 (0.93%) scikit-learn
13 10 (0.84%) Matplotlib
13 10 (0.84%) pytest
14 9 (0.76%) Middleware
Miscellaneous
1 87 (7.34%) Cloud Native
2 31 (2.61%) Data Structures
3 27 (2.28%) Legacy Systems
4 26 (2.19%) Product Ownership
5 21 (1.77%) Algorithms
5 21 (1.77%) Replication
6 19 (1.60%) Distributed Systems
6 19 (1.60%) Onboarding
7 18 (1.52%) Reinsurance
8 17 (1.43%) Hybrid Cloud
9 16 (1.35%) Clustering
9 16 (1.35%) Data Protection Act
10 14 (1.18%) Greenfield Project
11 11 (0.93%) Public Cloud
12 9 (0.76%) Distributed Computing
13 8 (0.67%) Life Science
13 8 (0.67%) NHS
14 7 (0.59%) Management Information System
14 7 (0.59%) Virtual Team
15 5 (0.42%) Linux Command Line
Operating Systems
1 26 (2.19%) Linux
2 17 (1.43%) Unix
3 1 (0.084%) VMS
3 1 (0.084%) Windows
Processes & Methodologies
1 501 (42.24%) Data Pipeline
2 484 (40.81%) ETL
3 463 (39.04%) Data Engineering
4 421 (35.50%) Analytics
5 408 (34.40%) Data Modelling
6 331 (27.91%) CI/CD
7 272 (22.93%) Business Intelligence
8 232 (19.56%) DevOps
9 221 (18.63%) Agile
10 190 (16.02%) Problem-Solving
11 179 (15.09%) Data Governance
11 179 (15.09%) Data Science
12 149 (12.56%) AI
13 135 (11.38%) Machine Learning
14 134 (11.30%) Data Architecture
15 133 (11.21%) Infrastructure as Code
16 132 (11.13%) Data Integration
17 124 (10.46%) Migration
18 116 (9.78%) Data Transformation
19 115 (9.70%) Performance Tuning
Programming Languages
1 692 (58.35%) Python
2 675 (56.91%) SQL
3 90 (7.59%) Scala
4 87 (7.34%) Java
5 31 (2.61%) Data Analysis Expressions
5 31 (2.61%) T-SQL
6 27 (2.28%) C#
7 26 (2.19%) PL/SQL
8 19 (1.60%) Bicep
9 18 (1.52%) Bash
10 17 (1.43%) R
11 16 (1.35%) Go
12 14 (1.18%) JavaScript
13 13 (1.10%) PowerShell
13 13 (1.10%) Shell Script
14 7 (0.59%) TypeScript
15 4 (0.34%) C++
15 4 (0.34%) Korn
16 2 (0.17%) C
16 2 (0.17%) VB
Qualifications
1 300 (25.30%) Security Cleared
2 265 (22.34%) SC Cleared
3 38 (3.20%) Degree
4 36 (3.04%) Azure Certification
5 24 (2.02%) AWS Certification
6 20 (1.69%) DV Cleared
7 18 (1.52%) BPSS Clearance
8 17 (1.43%) Computer Science Degree
9 9 (0.76%) Master's Degree
10 6 (0.51%) Microsoft Certification
11 5 (0.42%) DBS Check
12 4 (0.34%) CTC Cleared
13 3 (0.25%) IBM Certification
14 2 (0.17%) Microsoft Certified Professional
14 2 (0.17%) SnowPro
15 1 (0.084%) AWS Certified Solutions Architect
15 1 (0.084%) CCIE
15 1 (0.084%) CCNP
15 1 (0.084%) Cisco Certification
15 1 (0.084%) CISSP
Quality Assurance & Compliance
1 329 (27.74%) Data Quality
2 48 (4.05%) GDPR
3 27 (2.28%) QA
4 16 (1.35%) Accessibility
5 5 (0.42%) ISO/IEC 27001
6 4 (0.34%) HIPAA
7 3 (0.25%) FATCA
7 3 (0.25%) MiFID
8 2 (0.17%) Dodd-Frank
8 2 (0.17%) EMIR
8 2 (0.17%) EU AI Act
8 2 (0.17%) GRC
8 2 (0.17%) NIST
8 2 (0.17%) SOC 2
8 2 (0.17%) WCAG
9 1 (0.084%) GMP
9 1 (0.084%) NCSC
9 1 (0.084%) PMO
9 1 (0.084%) Sarbanes-Oxley
9 1 (0.084%) SLA
System Software
1 78 (6.58%) Docker
2 11 (0.93%) Virtual Machines
3 5 (0.42%) zsh
4 2 (0.17%) Active Directory
5 1 (0.084%) HDFS
Systems Management
1 147 (12.39%) Terraform
2 84 (7.08%) Kubernetes
3 16 (1.35%) Grafana
4 13 (1.10%) Prometheus
5 8 (0.67%) Ansible
6 5 (0.42%) Kibana
6 5 (0.42%) NetBackup
7 4 (0.34%) logstash
8 3 (0.25%) Control-M
8 3 (0.25%) Kubeflow
9 2 (0.17%) EMC NetWorker
9 2 (0.17%) Puppet
9 2 (0.17%) Tivoli Storage Manager
10 1 (0.084%) Ambari
10 1 (0.084%) Argo
10 1 (0.084%) Fluentd
10 1 (0.084%) Kustomize
10 1 (0.084%) QRadar
10 1 (0.084%) Rancher
10 1 (0.084%) ZABBIX
Vendors
1 384 (32.38%) Databricks
2 158 (13.32%) Microsoft
3 77 (6.49%) Oracle
4 45 (3.79%) Talend
5 43 (3.63%) Google
5 43 (3.63%) Informatica
6 23 (1.94%) Denodo
7 21 (1.77%) Foundry
7 21 (1.77%) Palantir
8 19 (1.60%) IBM
8 19 (1.60%) Splunk
9 16 (1.35%) Cisco
9 16 (1.35%) ServiceNow
10 12 (1.01%) F5
10 12 (1.01%) SAP
11 11 (0.93%) Alteryx
11 11 (0.93%) Cloudera
12 9 (0.76%) Confluent
13 7 (0.59%) Salesforce
13 7 (0.59%) Virgin Media