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 25 February 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Feb 2026
Same period 2025 Same period 2024
Rank 365 238 240
Rank change year-on-year -127 +2 -58
Contract jobs citing Big Data 208 274 372
As % of all contract jobs in England 0.59% 1.07% 0.99%
As % of the Database & Business Intelligence category 3.64% 5.72% 6.17%
Number of daily rates quoted 160 172 267
10th Percentile £321 £378 £400
25th Percentile £400 £450 £475
Median daily rate (50th Percentile) £525 £543 £550
Median % change year-on-year -3.36% -1.23% -8.33%
75th Percentile £655 £675 £703
90th Percentile £801 £738 £788
UK median daily rate £500 £525 £550
% change year-on-year -4.76% -4.55% -8.33%
Number of hourly rates quoted 4 2 21
10th Percentile - £51.75 £18.20
25th Percentile £65.00 £52.50 £26.24
Median hourly rate £70.00 £55.00 £45.00
Median % change year-on-year +27.27% +22.22% +3.14%
75th Percentile £78.75 £57.50 £47.50
90th Percentile £85.50 £58.25 £51.58
UK median hourly rate £66.72 £55.00 £45.00
% change year-on-year +21.31% +22.22% +14.46%

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 5,719 4,788 6,032
As % of all contract IT jobs advertised in England 16.22% 18.72% 16.09%
Number of daily rates quoted 3,985 3,256 4,336
10th Percentile £340 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £538 £534
Median % change year-on-year -6.98% +0.75% -3.00%
75th Percentile £600 £670 £662
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 110 84 153
10th Percentile £18.25 £22.27 £15.65
25th Percentile £26.69 £25.26 £21.64
Median hourly rate £54.25 £41.00 £42.50
Median % change year-on-year +32.32% -3.53% -22.73%
75th Percentile £75.00 £65.00 £61.75
90th Percentile £86.00 £72.63 £77.31
UK median hourly rate £54.25 £38.31 £42.50
% change year-on-year +41.63% -9.87% -22.73%

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 25 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
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Big Data in England over the 6 months to 25 February 2026.

Hourly rate histogram for Big Data in England

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 25 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 -69 137 £550 +8.11% 38
North of England -63 19 £450 -33.33% 19
South East -50 18 £475 -5.00% 16
North West -31 13 £445 -34.07% 13
Midlands -57 13 £428 -14.50% 5
East Midlands -26 9 £423 +3.05% 1
South West -30 8 £525 -21.35% 2
North East -20 5 £500 +14.74% 4
West Midlands -55 4 £449 -12.40% 4
East of England -31 2 £505 -22.31% 6
Yorkshire -64 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 97 (46.63%) Apache Spark
2 30 (14.42%) Apache
3 21 (10.10%) Apache Airflow
4 14 (6.73%) Confluence
5 8 (3.85%) Palantir Foundry
6 4 (1.92%) SAS
6 4 (1.92%) SharePoint
7 2 (0.96%) Jupyter
7 2 (0.96%) Microsoft Exchange
8 1 (0.48%) Camunda
Applications
1 1 (0.48%) Microsoft Excel
1 1 (0.48%) Microsoft Office
1 1 (0.48%) Microsoft PowerPoint
1 1 (0.48%) MS Visio
Business Applications
1 2 (0.96%) Salesforce CRM
Cloud Services
1 95 (45.67%) AWS
2 66 (31.73%) Azure
3 50 (24.04%) GCP
4 25 (12.02%) Serverless
5 22 (10.58%) Power Platform
5 22 (10.58%) Snowflake
6 18 (8.65%) GitHub
7 13 (6.25%) GitHub Actions
8 12 (5.77%) Amazon S3
8 12 (5.77%) AWS Lambda
9 9 (4.33%) Azure Data Factory
10 7 (3.37%) Amazon ECS
11 6 (2.88%) Amazon CloudWatch
11 6 (2.88%) Amazon SageMaker
12 5 (2.40%) Amazon EKS
12 5 (2.40%) Amazon EMR
12 5 (2.40%) AWS CloudFormation
12 5 (2.40%) Azure DevOps
12 5 (2.40%) Microsoft Copilot
12 5 (2.40%) OpenShift
Communications & Networking
1 3 (1.44%) Kerberos
1 3 (1.44%) VPN
2 1 (0.48%) TCP/IP
Database & Business Intelligence
1 71 (34.13%) Hadoop
2 49 (23.56%) Data Warehouse
3 35 (16.83%) NoSQL
4 25 (12.02%) Relational Database
5 23 (11.06%) Data Lake
6 20 (9.62%) SQL Server
7 19 (9.13%) Metadata
8 18 (8.65%) Power BI
9 15 (7.21%) Apache Hive
9 15 (7.21%) Elasticsearch
9 15 (7.21%) PostgreSQL
10 13 (6.25%) RDBMS
11 12 (5.77%) Tableau
12 11 (5.29%) Impala
13 8 (3.85%) BigQuery
13 8 (3.85%) HBase
14 7 (3.37%) Data Vault
15 6 (2.88%) Amazon Redshift
15 6 (2.88%) Data Mining
15 6 (2.88%) Delta Lake
Development Applications
1 24 (11.54%) Git
2 21 (10.10%) Jenkins
3 18 (8.65%) GitLab
3 18 (8.65%) JIRA
4 5 (2.40%) ERwin
4 5 (2.40%) MLflow
5 4 (1.92%) Postman
5 4 (1.92%) Robot Framework
5 4 (1.92%) Selenium
6 3 (1.44%) ER Studio
6 3 (1.44%) PowerDesigner
7 2 (0.96%) Team Foundation Server
8 1 (0.48%) Artifactory
8 1 (0.48%) Cucumber
8 1 (0.48%) Cypress.io
8 1 (0.48%) Gatling
8 1 (0.48%) Gradle
8 1 (0.48%) Poetry
8 1 (0.48%) Sonatype Nexus
8 1 (0.48%) SpecFlow
General
1 81 (38.94%) Social Skills
2 70 (33.65%) Finance
3 29 (13.94%) Banking
4 28 (13.46%) Analytical Skills
5 12 (5.77%) Public Sector
6 5 (2.40%) Investment Banking
7 4 (1.92%) Telecoms
8 3 (1.44%) Financial Institution
8 3 (1.44%) Inclusion and Diversity
9 2 (0.96%) Front Office
9 2 (0.96%) Manufacturing
9 2 (0.96%) Presentation Skills
10 1 (0.48%) Agriculture
10 1 (0.48%) Corporate Banking
10 1 (0.48%) Documentation Skills
10 1 (0.48%) Marketing
10 1 (0.48%) Retail
10 1 (0.48%) Retail Banking
Job Titles
1 53 (25.48%) Data Engineer
2 28 (13.46%) Senior
3 25 (12.02%) Lead
4 23 (11.06%) Developer
5 21 (10.10%) Architect
6 17 (8.17%) Data Architect
6 17 (8.17%) Data Scientist
7 14 (6.73%) Analyst
8 11 (5.29%) Data Analyst
9 8 (3.85%) QA Engineer
10 7 (3.37%) AWS Engineer
10 7 (3.37%) Machine Learning Engineer
10 7 (3.37%) Software Engineer
11 6 (2.88%) Big Data Engineer
11 6 (2.88%) Java Engineer
11 6 (2.88%) Platform Engineer
11 6 (2.88%) Senior Data Engineer
12 5 (2.40%) Business Intelligence Manager
12 5 (2.40%) Data Modeller
12 5 (2.40%) Scala Developer
Libraries, Frameworks & Software Standards
1 43 (20.67%) Kafka
2 27 (12.98%) PySpark
3 16 (7.69%) Apache NiFi
3 16 (7.69%) scikit-learn
4 12 (5.77%) Pandas
4 12 (5.77%) TensorFlow
5 11 (5.29%) React
6 10 (4.81%) HTML
6 10 (4.81%) Spring
7 9 (4.33%) PyTorch
7 9 (4.33%) Spring Boot
8 8 (3.85%) NumPy
8 8 (3.85%) RabbitMQ
9 7 (3.37%) pytest
9 7 (3.37%) RESTful
10 6 (2.88%) .NET
10 6 (2.88%) Flask
11 5 (2.40%) JSON
11 5 (2.40%) Spark Streaming
11 5 (2.40%) YAML
Miscellaneous
1 18 (8.65%) Cloud Native
2 16 (7.69%) Distributed Computing
3 10 (4.81%) Algorithms
4 8 (3.85%) Data Structures
5 7 (3.37%) Distributed Systems
6 4 (1.92%) Data Protection Act
6 4 (1.92%) Derivative
6 4 (1.92%) Hybrid Cloud
6 4 (1.92%) Product Ownership
7 3 (1.44%) AI Agents
7 3 (1.44%) Analytical Mindset
7 3 (1.44%) Foreign Exchange (FX)
7 3 (1.44%) Management Information System
8 2 (0.96%) Data Centre
8 2 (0.96%) FMCG
8 2 (0.96%) Legacy Systems
8 2 (0.96%) Onboarding
8 2 (0.96%) Reference Data
9 1 (0.48%) Hedge funds
9 1 (0.48%) IoT
Operating Systems
1 15 (7.21%) Linux
2 9 (4.33%) Unix
3 1 (0.48%) Windows
Processes & Methodologies
1 79 (37.98%) Analytics
2 71 (34.13%) ETL
3 68 (32.69%) Agile
4 67 (32.21%) Data Engineering
5 65 (31.25%) CI/CD
6 64 (30.77%) Data Modelling
7 63 (30.29%) Data Pipeline
8 55 (26.44%) Data Governance
9 52 (25.00%) Machine Learning
10 50 (24.04%) AI
10 50 (24.04%) Problem-Solving
11 45 (21.63%) Data Science
12 41 (19.71%) DevOps
13 33 (15.87%) Software Engineering
13 33 (15.87%) Visualisation
14 29 (13.94%) Computer Science
15 28 (13.46%) Business Intelligence
16 26 (12.50%) Decision-Making
17 25 (12.02%) Scrum
18 24 (11.54%) Containerisation
Programming Languages
1 132 (63.46%) Python
2 111 (53.37%) SQL
3 40 (19.23%) Java
4 23 (11.06%) Scala
5 21 (10.10%) R
6 13 (6.25%) C++
6 13 (6.25%) JavaScript
7 11 (5.29%) C#
8 7 (3.37%) Bash
9 5 (2.40%) Shell Script
10 3 (1.44%) SAS Macro
11 2 (0.96%) Ada
11 2 (0.96%) Perl
11 2 (0.96%) T-SQL
11 2 (0.96%) TypeScript
12 1 (0.48%) Go
12 1 (0.48%) Korn
12 1 (0.48%) PL/SQL
12 1 (0.48%) PowerShell
Qualifications
1 47 (22.60%) Security Cleared
2 35 (16.83%) SC Cleared
3 30 (14.42%) Degree
4 21 (10.10%) Computer Science Degree
5 18 (8.65%) DV Cleared
6 16 (7.69%) Master's Degree
7 3 (1.44%) AWS Certification
7 3 (1.44%) Azure Certification
7 3 (1.44%) BPSS Clearance
7 3 (1.44%) PhD
8 2 (0.96%) TOGAF Certification
9 1 (0.48%) HP APS
9 1 (0.48%) ISTQB
9 1 (0.48%) ITIL Certification
9 1 (0.48%) Microsoft Certification
9 1 (0.48%) OCP
9 1 (0.48%) Oracle Certification
9 1 (0.48%) Postgraduate
Quality Assurance & Compliance
1 48 (23.08%) Data Quality
2 15 (7.21%) QA
3 13 (6.25%) GDPR
4 3 (1.44%) California Consumer Privacy Act
4 3 (1.44%) Sarbanes-Oxley
5 2 (0.96%) Accessibility
5 2 (0.96%) Actionable Recommendations
5 2 (0.96%) PCI DSS
6 1 (0.48%) HIPAA
6 1 (0.48%) IFRS
6 1 (0.48%) IFRS 17
6 1 (0.48%) ISO 13485
6 1 (0.48%) Solvency II
System Software
1 35 (16.83%) Docker
2 12 (5.77%) HDFS
Systems Management
1 39 (18.75%) Kubernetes
2 14 (6.73%) Terraform
3 6 (2.88%) Grafana
4 5 (2.40%) Prometheus
5 3 (1.44%) Ansible
5 3 (1.44%) Argo
5 3 (1.44%) Nagios
5 3 (1.44%) Rancher
6 2 (0.96%) Kibana
7 1 (0.48%) Hadoop YARN
7 1 (0.48%) HP ALM
7 1 (0.48%) logstash
7 1 (0.48%) Oozie
7 1 (0.48%) Tivoli
Vendors
1 37 (17.79%) Databricks
2 13 (6.25%) Google
2 13 (6.25%) Microsoft
3 11 (5.29%) Cloudera
4 8 (3.85%) Foundry
4 8 (3.85%) Palantir
5 7 (3.37%) Ab Initio
6 5 (2.40%) Informatica
6 5 (2.40%) OpenAI
6 5 (2.40%) Oracle
7 4 (1.92%) IBM
8 3 (1.44%) Teradata
9 2 (0.96%) Salesforce
9 2 (0.96%) Sybase
9 2 (0.96%) Talend
10 1 (0.48%) Atlassian
10 1 (0.48%) Guidewire
10 1 (0.48%) HP