Big Data Contract Job Trends in England

Big Data
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring Big Data skills. It covers contract job vacancies from the 6 months leading up to 18 February 2026, with comparisons to the same periods in the previous two years.

6 months to
18 Feb 2026
Same period 2025 Same period 2024
Rank 369 236 227
Rank change year-on-year -133 -9 -48
Contract jobs citing Big Data 201 281 395
As % of all contract jobs in England 0.58% 1.09% 1.05%
As % of the Database & Business Intelligence category 3.58% 5.87% 6.49%
Number of daily rates quoted 155 174 276
10th Percentile £314 £375 £400
25th Percentile £400 £450 £475
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% -4.17%
75th Percentile £650 £676 £725
90th Percentile £781 £742 £794
UK median daily rate £500 £525 £550
% change year-on-year -4.76% -4.55% -8.33%
Number of hourly rates quoted 1 2 25
10th Percentile - £51.75 £20.92
25th Percentile - £52.50 £27.75
Median hourly rate £69.44 £55.00 £46.06
Median % change year-on-year +26.25% +19.42% +5.56%
75th Percentile - £57.50 £51.58
90th Percentile - £58.25 £75.80
UK median hourly rate £64.00 £55.00 £46.18
% change year-on-year +16.36% +19.10% +17.46%

All Database & BI Skills
England

Big Data falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills in England.

Contract vacancies with a requirement for database or business intelligence skills 5,615 4,788 6,085
As % of all contract IT jobs advertised in England 16.24% 18.55% 16.13%
Number of daily rates quoted 3,890 3,219 4,361
10th Percentile £338 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £538 £535
Median % change year-on-year -6.98% +0.47% -2.73%
75th Percentile £600 £663 £656
90th Percentile £700 £780 £750
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 105 82 161
10th Percentile £18.25 £22.27 £15.89
25th Percentile £26.50 £25.06 £21.73
Median hourly rate £50.00 £41.00 £42.50
Median % change year-on-year +21.95% -3.53% -25.26%
75th Percentile £74.68 £65.00 £61.75
90th Percentile £85.70 £73.38 £77.50
UK median hourly rate £52.50 £38.31 £42.50
% change year-on-year +37.06% -9.87% -25.26%

Big Data
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing Big Data relative to all contract IT jobs advertised in England.

Big Data job vacancy trend in England

Big Data
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Big Data.

Contractor daily rate distribution trend for jobs in England citing Big Data

Big Data
Daily Rate Histogram in England

Daily rate distribution for jobs citing Big Data in England over the 6 months to 18 February 2026.

Daily rate histogram for Big Data in England

Big Data
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing Big Data.

Contractor hourly rate distribution trend for jobs in England citing Big Data

Big Data
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Big Data within the England region over the 6 months to 18 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
London -70 133 £550 +7.32% 38
South East -45 17 £438 -12.50% 17
North of England -59 17 £450 -33.33% 21
Midlands -52 13 £428 +4.27% 5
North West -24 11 £445 -34.07% 14
East Midlands -21 9 £423 +3.05% 1
South West -28 8 £525 -21.35% 3
North East -16 5 £500 +22.25% 5
West Midlands -47 4 £449 -24.24% 4
East of England -35 2 £505 -22.31% 6
Yorkshire -57 1 - - 3
Big Data
UK

Big Data
Co-Occurring Skills & Capabilities in England 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 95 (47.26%) Apache Spark
2 35 (17.41%) Apache
3 22 (10.95%) Apache Airflow
4 14 (6.97%) Confluence
5 8 (3.98%) Palantir Foundry
6 4 (1.99%) SharePoint
7 2 (1.00%) Apache Pig
7 2 (1.00%) Jupyter
7 2 (1.00%) Microsoft Exchange
8 1 (0.50%) Camunda
8 1 (0.50%) IIS
8 1 (0.50%) nginx
8 1 (0.50%) SAS
Applications
1 1 (0.50%) Microsoft Excel
1 1 (0.50%) Microsoft Office
1 1 (0.50%) Microsoft PowerPoint
1 1 (0.50%) MS Visio
Business Applications
1 2 (1.00%) Salesforce CRM
Cloud Services
1 87 (43.28%) AWS
2 63 (31.34%) Azure
3 49 (24.38%) GCP
4 25 (12.44%) Serverless
5 23 (11.44%) Power Platform
6 21 (10.45%) Snowflake
7 17 (8.46%) GitHub
8 13 (6.47%) GitHub Actions
9 12 (5.97%) AWS Lambda
10 9 (4.48%) Amazon S3
10 9 (4.48%) Azure Data Factory
11 7 (3.48%) Amazon ECS
12 6 (2.99%) Amazon CloudWatch
12 6 (2.99%) Amazon SageMaker
13 5 (2.49%) Amazon EKS
13 5 (2.49%) Azure DevOps
13 5 (2.49%) Microsoft Copilot
13 5 (2.49%) OpenShift
14 4 (1.99%) Amazon EC2
15 3 (1.49%) AWS CloudFormation
Communications & Networking
1 3 (1.49%) Kerberos
1 3 (1.49%) VPN
2 1 (0.50%) TCP/IP
Database & Business Intelligence
1 69 (34.33%) Hadoop
2 46 (22.89%) Data Warehouse
3 34 (16.92%) NoSQL
4 25 (12.44%) Relational Database
5 23 (11.44%) Data Lake
6 20 (9.95%) SQL Server
7 19 (9.45%) Power BI
8 18 (8.96%) Apache Hive
8 18 (8.96%) Metadata
9 16 (7.96%) PostgreSQL
10 15 (7.46%) Elasticsearch
11 13 (6.47%) RDBMS
12 11 (5.47%) Impala
12 11 (5.47%) Tableau
13 9 (4.48%) BigQuery
13 9 (4.48%) HBase
14 6 (2.99%) Amazon Redshift
14 6 (2.99%) Data Mining
14 6 (2.99%) Delta Lake
14 6 (2.99%) MongoDB
Development Applications
1 21 (10.45%) Git
1 21 (10.45%) Jenkins
2 18 (8.96%) GitLab
2 18 (8.96%) JIRA
3 5 (2.49%) MLflow
4 4 (1.99%) ERwin
4 4 (1.99%) Postman
4 4 (1.99%) Robot Framework
4 4 (1.99%) Selenium
5 3 (1.49%) ER Studio
6 2 (1.00%) Team Foundation Server
7 1 (0.50%) Artifactory
7 1 (0.50%) Cucumber
7 1 (0.50%) Cypress.io
7 1 (0.50%) Gatling
7 1 (0.50%) Gradle
7 1 (0.50%) JMeter
7 1 (0.50%) NUnit
7 1 (0.50%) Sonatype Nexus
7 1 (0.50%) SpecFlow
General
1 79 (39.30%) Social Skills
2 64 (31.84%) Finance
3 27 (13.43%) Analytical Skills
4 24 (11.94%) Banking
5 11 (5.47%) Public Sector
6 4 (1.99%) Investment Banking
6 4 (1.99%) Telecoms
7 3 (1.49%) Financial Institution
7 3 (1.49%) Inclusion and Diversity
8 2 (1.00%) Front Office
8 2 (1.00%) Manufacturing
8 2 (1.00%) Presentation Skills
9 1 (0.50%) Agriculture
9 1 (0.50%) Corporate Banking
9 1 (0.50%) Documentation Skills
9 1 (0.50%) Marketing
9 1 (0.50%) Retail
9 1 (0.50%) Retail Banking
Job Titles
1 53 (26.37%) Data Engineer
2 28 (13.93%) Senior
3 22 (10.95%) Developer
3 22 (10.95%) Lead
4 19 (9.45%) Data Scientist
5 18 (8.96%) Architect
6 16 (7.96%) Data Architect
7 14 (6.97%) Analyst
8 11 (5.47%) Data Analyst
9 8 (3.98%) QA Engineer
10 7 (3.48%) Machine Learning Engineer
10 7 (3.48%) Software Engineer
11 6 (2.99%) AWS Engineer
11 6 (2.99%) Big Data Engineer
11 6 (2.99%) Java Engineer
11 6 (2.99%) Platform Engineer
11 6 (2.99%) Senior Data Engineer
12 5 (2.49%) Business Intelligence Manager
12 5 (2.49%) Data Modeller
12 5 (2.49%) Scala Developer
Libraries, Frameworks & Software Standards
1 42 (20.90%) Kafka
2 24 (11.94%) PySpark
3 17 (8.46%) scikit-learn
4 16 (7.96%) Apache NiFi
5 13 (6.47%) Pandas
6 12 (5.97%) TensorFlow
7 10 (4.98%) HTML
7 10 (4.98%) React
7 10 (4.98%) Spring
8 9 (4.48%) Spring Boot
9 8 (3.98%) NumPy
9 8 (3.98%) PyTorch
9 8 (3.98%) RabbitMQ
10 7 (3.48%) Flask
10 7 (3.48%) pytest
10 7 (3.48%) RESTful
11 6 (2.99%) .NET
11 6 (2.99%) Spark Streaming
12 5 (2.49%) XGBoost
12 5 (2.49%) YAML
Miscellaneous
1 16 (7.96%) Cloud Native
2 13 (6.47%) Distributed Computing
3 11 (5.47%) Algorithms
4 7 (3.48%) Data Structures
4 7 (3.48%) Distributed Systems
5 4 (1.99%) Analytical Mindset
5 4 (1.99%) Data Protection Act
5 4 (1.99%) Derivative
5 4 (1.99%) Hybrid Cloud
5 4 (1.99%) Product Ownership
6 3 (1.49%) Foreign Exchange (FX)
6 3 (1.49%) Management Information System
7 2 (1.00%) AI Agents
7 2 (1.00%) Data Centre
7 2 (1.00%) FMCG
7 2 (1.00%) Legacy Systems
7 2 (1.00%) Onboarding
7 2 (1.00%) Reference Data
8 1 (0.50%) Data Fabric
8 1 (0.50%) Educational Technology
Operating Systems
1 15 (7.46%) Linux
2 9 (4.48%) Unix
3 1 (0.50%) Windows
Processes & Methodologies
1 72 (35.82%) Analytics
2 71 (35.32%) ETL
3 63 (31.34%) Data Modelling
4 60 (29.85%) Agile
5 59 (29.35%) Data Engineering
5 59 (29.35%) Data Pipeline
6 57 (28.36%) CI/CD
7 52 (25.87%) Data Governance
7 52 (25.87%) Machine Learning
8 49 (24.38%) AI
9 46 (22.89%) Data Science
9 46 (22.89%) Problem-Solving
10 34 (16.92%) DevOps
10 34 (16.92%) Visualisation
11 31 (15.42%) Software Engineering
12 29 (14.43%) Business Intelligence
13 28 (13.93%) Computer Science
14 27 (13.43%) Decision-Making
15 24 (11.94%) Containerisation
16 23 (11.44%) Microservices
Programming Languages
1 130 (64.68%) Python
2 110 (54.73%) SQL
3 42 (20.90%) Java
4 25 (12.44%) Scala
5 21 (10.45%) R
6 13 (6.47%) C++
6 13 (6.47%) JavaScript
7 11 (5.47%) C#
8 7 (3.48%) Bash
9 5 (2.49%) Shell Script
10 2 (1.00%) Ada
10 2 (1.00%) Perl
10 2 (1.00%) T-SQL
10 2 (1.00%) TypeScript
11 1 (0.50%) Go
11 1 (0.50%) Korn
11 1 (0.50%) PL/SQL
11 1 (0.50%) PowerShell
Qualifications
1 46 (22.89%) Security Cleared
2 35 (17.41%) SC Cleared
3 29 (14.43%) Degree
4 21 (10.45%) Computer Science Degree
5 18 (8.96%) DV Cleared
6 15 (7.46%) Master's Degree
7 3 (1.49%) AWS Certification
7 3 (1.49%) Azure Certification
7 3 (1.49%) BPSS Clearance
7 3 (1.49%) PhD
8 2 (1.00%) TOGAF Certification
9 1 (0.50%) HP APS
9 1 (0.50%) ISTQB
9 1 (0.50%) ITIL Certification
9 1 (0.50%) Microsoft Certification
9 1 (0.50%) OCP
9 1 (0.50%) Oracle Certification
9 1 (0.50%) Postgraduate
Quality Assurance & Compliance
1 46 (22.89%) Data Quality
2 15 (7.46%) QA
3 13 (6.47%) GDPR
4 3 (1.49%) California Consumer Privacy Act
4 3 (1.49%) Sarbanes-Oxley
5 2 (1.00%) Accessibility
5 2 (1.00%) Actionable Recommendations
5 2 (1.00%) PCI DSS
6 1 (0.50%) HIPAA
6 1 (0.50%) IFRS
6 1 (0.50%) IFRS 17
6 1 (0.50%) ISO 13485
6 1 (0.50%) Solvency II
System Software
1 35 (17.41%) Docker
2 13 (6.47%) HDFS
3 1 (0.50%) Virtual Machines
Systems Management
1 39 (19.40%) Kubernetes
2 12 (5.97%) Terraform
3 6 (2.99%) Grafana
4 5 (2.49%) Prometheus
5 3 (1.49%) Ansible
5 3 (1.49%) Argo
5 3 (1.49%) Nagios
5 3 (1.49%) Rancher
6 2 (1.00%) Hadoop YARN
6 2 (1.00%) Kibana
7 1 (0.50%) HP ALM
7 1 (0.50%) logstash
7 1 (0.50%) Oozie
7 1 (0.50%) Tivoli
Vendors
1 37 (18.41%) Databricks
2 14 (6.97%) Google
3 13 (6.47%) Microsoft
4 11 (5.47%) Cloudera
5 8 (3.98%) Foundry
5 8 (3.98%) Palantir
6 7 (3.48%) Ab Initio
7 5 (2.49%) Informatica
7 5 (2.49%) Oracle
8 4 (1.99%) OpenAI
9 3 (1.49%) Teradata
10 2 (1.00%) IBM
10 2 (1.00%) Salesforce
10 2 (1.00%) Splunk
10 2 (1.00%) Sybase
10 2 (1.00%) Talend
11 1 (0.50%) Atlassian
11 1 (0.50%) Guidewire
11 1 (0.50%) HP