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 16 June 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Jun 2026
Same period 2025 Same period 2024
Rank 398 227 216
Rank change year-on-year -171 -11 +7
Contract jobs citing Big Data 210 293 411
As % of all contract jobs in England 0.49% 1.19% 1.10%
As % of the Database & Business Intelligence category 3.22% 6.31% 6.42%
Number of daily rates quoted 144 203 311
10th Percentile £352 £408 £360
25th Percentile £450 £478 £450
Median daily rate (50th Percentile) £550 £570 £575
Median % change year-on-year -3.51% -0.87% -4.17%
75th Percentile £645 £675 £763
90th Percentile £803 £750 £850
UK median daily rate £550 £563 £569
% change year-on-year -2.22% -1.10% -5.21%
Number of hourly rates quoted 12 3 10
10th Percentile £61.40 £42.42 £18.20
25th Percentile £65.00 £47.61 £19.90
Median hourly rate £70.00 £57.50 £41.25
Median % change year-on-year +21.74% +39.39% -47.12%
75th Percentile £75.00 £79.38 £46.56
90th Percentile £88.50 £91.75 £51.13
UK median hourly rate £70.00 £57.50 £41.25
% change year-on-year +21.74% +39.39% -47.12%

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 6,529 4,640 6,406
As % of all contract IT jobs advertised in England 15.24% 18.79% 17.11%
Number of daily rates quoted 4,432 3,213 4,612
10th Percentile £350 £359 £350
25th Percentile £413 £419 £425
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £600 £650 £675
90th Percentile £700 £775 £800
UK median daily rate £500 £515 £525
% change year-on-year -2.91% -1.90% -2.78%
Number of hourly rates quoted 213 90 141
10th Percentile £14.00 £19.20 £14.00
25th Percentile £23.00 £23.69 £20.77
Median hourly rate £39.50 £33.50 £40.00
Median % change year-on-year +17.93% -16.26% -31.73%
75th Percentile £73.00 £65.34 £53.75
90th Percentile £81.84 £77.62 £72.50
UK median hourly rate £41.71 £34.99 £40.00
% change year-on-year +19.21% -12.53% -31.73%

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 16 June 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 16 June 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 16 June 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 -110 130 £575 -1.90% 82
North of England -65 29 £550 -8.33% 58
South East -75 21 £538 -1.83% 53
North East -25 11 £480 +3.78% 13
Yorkshire -50 11 £588 -2.08% 15
Midlands -73 9 £505 +1.00% 24
South West -25 8 £525 -18.45% 31
North West -46 7 - - 30
East Midlands -31 6 £500 +21.95% 15
East of England -44 3 £540 -16.92% 33
West Midlands -66 3 £640 +24.90% 9
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
1 116 (55.24%) Apache Spark
2 32 (15.24%) Apache
2 32 (15.24%) Apache Airflow
3 6 (2.86%) Microsoft Exchange
3 6 (2.86%) SAS
4 5 (2.38%) SharePoint
5 4 (1.90%) Confluence
6 3 (1.43%) Jupyter
7 1 (0.48%) Apache Pig
7 1 (0.48%) Camunda
7 1 (0.48%) Palantir Foundry
Business Applications
1 2 (0.95%) Endur
2 1 (0.48%) SAP ERP
Cloud Services
1 112 (53.33%) AWS
2 86 (40.95%) Azure
3 70 (33.33%) GCP
4 31 (14.76%) Snowflake
5 24 (11.43%) Amazon S3
5 24 (11.43%) GitHub
6 20 (9.52%) AWS Lambda
6 20 (9.52%) Power Platform
7 18 (8.57%) Serverless
8 16 (7.62%) GitHub Actions
9 15 (7.14%) Amazon EMR
9 15 (7.14%) Azure DevOps
10 14 (6.67%) OpenShift
11 12 (5.71%) dbt
12 10 (4.76%) Azure Data Factory
13 9 (4.29%) Amazon ECS
14 5 (2.38%) Amazon Bedrock
14 5 (2.38%) Amazon CloudWatch
14 5 (2.38%) Azure Cosmos DB
14 5 (2.38%) Salesforce Service Cloud
Communications & Networking
1 3 (1.43%) DHCP
1 3 (1.43%) DNS
1 3 (1.43%) Firewall
1 3 (1.43%) IPv4
1 3 (1.43%) IPv6
1 3 (1.43%) SMTP
1 3 (1.43%) VPN
Database & Business Intelligence
1 46 (21.90%) Data Warehouse
1 46 (21.90%) Hadoop
2 41 (19.52%) NoSQL
3 31 (14.76%) PostgreSQL
4 30 (14.29%) Data Lake
5 19 (9.05%) Amazon Redshift
5 19 (9.05%) Relational Database
6 16 (7.62%) SQL Server
7 15 (7.14%) BigQuery
7 15 (7.14%) Power BI
8 14 (6.67%) MongoDB
9 11 (5.24%) Tableau
10 10 (4.76%) Elasticsearch
11 9 (4.29%) Amazon RDS
12 8 (3.81%) DynamoDB
12 8 (3.81%) Metadata
13 7 (3.33%) Data Vault
13 7 (3.33%) Delta Lake
13 7 (3.33%) RDBMS
14 6 (2.86%) Star Schema
Development Applications
1 27 (12.86%) Git
2 25 (11.90%) Jenkins
3 18 (8.57%) GitLab
4 9 (4.29%) JIRA
4 9 (4.29%) Selenium
5 6 (2.86%) Robot Framework
6 4 (1.90%) PowerDesigner
7 3 (1.43%) JUnit
7 3 (1.43%) Postman
8 2 (0.95%) MLflow
9 1 (0.48%) Claude Code
9 1 (0.48%) ERwin
General
1 66 (31.43%) Finance
2 65 (30.95%) Social Skills
3 46 (21.90%) Analytical Skills
4 27 (12.86%) Banking
5 8 (3.81%) Public Sector
6 6 (2.86%) Documentation Skills
6 6 (2.86%) Investment Banking
7 5 (2.38%) Marketing
7 5 (2.38%) Telecoms
8 4 (1.90%) Inclusion and Diversity
8 4 (1.90%) Legal
8 4 (1.90%) Retail
9 2 (0.95%) Aerospace
9 2 (0.95%) Influencing Skills
9 2 (0.95%) Local Government
9 2 (0.95%) Organisational Skills
10 1 (0.48%) Front Office
10 1 (0.48%) Manufacturing
10 1 (0.48%) Military
10 1 (0.48%) Pharmaceutical
Job Titles
1 58 (27.62%) Data Engineer
2 31 (14.76%) Architect
3 26 (12.38%) Developer
3 26 (12.38%) Senior
4 21 (10.00%) Analyst
4 21 (10.00%) Lead
5 15 (7.14%) Data Analyst
6 11 (5.24%) Data Architect
7 9 (4.29%) Big Data Engineer
7 9 (4.29%) Data Scientist
7 9 (4.29%) Java Developer
7 9 (4.29%) Solutions Architect
8 8 (3.81%) QA Engineer
8 8 (3.81%) Senior Data Engineer
9 7 (3.33%) Java Engineer
10 6 (2.86%) Artificial Intelligence Engineer
10 6 (2.86%) Business Analyst
10 6 (2.86%) DBA
10 6 (2.86%) Software Developer
10 6 (2.86%) SQL DBA
Libraries, Frameworks & Software Standards
1 45 (21.43%) Kafka
2 28 (13.33%) PySpark
3 20 (9.52%) Spring
4 18 (8.57%) Spring Boot
5 16 (7.62%) REST
6 11 (5.24%) Pandas
7 10 (4.76%) HTML
7 10 (4.76%) PyTorch
7 10 (4.76%) TensorFlow
8 8 (3.81%) CSS
8 8 (3.81%) NumPy
8 8 (3.81%) React
9 7 (3.33%) Node.js
9 7 (3.33%) scikit-learn
10 6 (2.86%) Play Framework
11 5 (2.38%) Keras
11 5 (2.38%) Middleware
12 4 (1.90%) Matplotlib
12 4 (1.90%) Seaborn
13 3 (1.43%) Gherkin
Miscellaneous
1 29 (13.81%) Cloud Native
2 22 (10.48%) Distributed Systems
3 13 (6.19%) Product Ownership
4 9 (4.29%) Algorithms
4 9 (4.29%) Clustering
5 8 (3.81%) Distributed Computing
6 6 (2.86%) Data Centre
7 5 (2.38%) Cyber Threat
7 5 (2.38%) Distributed Architecture
7 5 (2.38%) Virtual Team
8 4 (1.90%) AI Agents
8 4 (1.90%) FMCG
9 3 (1.43%) Data Protection Act
9 3 (1.43%) Foreign Exchange (FX)
9 3 (1.43%) Management Information System
9 3 (1.43%) PKI
10 2 (0.95%) Data Structures
10 2 (0.95%) Educational Technology
10 2 (0.95%) IoT
10 2 (0.95%) Legacy Systems
Operating Systems
1 12 (5.71%) Unix
2 11 (5.24%) Linux
3 5 (2.38%) Windows
3 5 (2.38%) Windows Server
4 1 (0.48%) Windows Server 2003
Processes & Methodologies
1 94 (44.76%) Analytics
1 94 (44.76%) Data Pipeline
2 92 (43.81%) CI/CD
3 86 (40.95%) Data Engineering
4 81 (38.57%) Agile
5 72 (34.29%) ETL
6 61 (29.05%) AI
7 56 (26.67%) DevOps
8 54 (25.71%) Machine Learning
9 48 (22.86%) Data Modelling
10 47 (22.38%) Data Science
11 43 (20.48%) Data Governance
11 43 (20.48%) Problem-Solving
12 37 (17.62%) Containerisation
12 37 (17.62%) Scrum
13 31 (14.76%) Validation
14 30 (14.29%) Data Analysis
15 28 (13.33%) Microservices
16 27 (12.86%) Decision-Making
17 25 (11.90%) Software Engineering
Programming Languages
1 116 (55.24%) Python
2 109 (51.90%) SQL
3 50 (23.81%) Java
4 30 (14.29%) Scala
5 20 (9.52%) R
6 9 (4.29%) JavaScript
7 6 (2.86%) Bash
7 6 (2.86%) PowerShell
8 5 (2.38%) SAS Macro
9 3 (1.43%) C#
9 3 (1.43%) C++
9 3 (1.43%) Rust
9 3 (1.43%) TypeScript
10 2 (0.95%) Ada
10 2 (0.95%) Shell Script
11 1 (0.48%) C
11 1 (0.48%) Data Analysis Expressions
11 1 (0.48%) Korn
11 1 (0.48%) MATLAB
11 1 (0.48%) Perl
Qualifications
1 39 (18.57%) Security Cleared
2 29 (13.81%) Degree
2 29 (13.81%) SC Cleared
3 15 (7.14%) Computer Science Degree
4 12 (5.71%) Master's Degree
5 6 (2.86%) DV Cleared
6 5 (2.38%) BPSS Clearance
7 4 (1.90%) Azure Certification
8 3 (1.43%) Microsoft Certification
9 2 (0.95%) (ISC)2 CCSP
9 2 (0.95%) AWS Certification
9 2 (0.95%) Cisco Certification
9 2 (0.95%) CISSP
9 2 (0.95%) MCITP
9 2 (0.95%) MCTS
9 2 (0.95%) PhD
9 2 (0.95%) TOGAF Certification
10 1 (0.48%) ISTQB
Quality Assurance & Compliance
1 49 (23.33%) Data Quality
2 21 (10.00%) QA
3 9 (4.29%) GDPR
4 5 (2.38%) ISO/IEC 27001
4 5 (2.38%) NIST
5 2 (0.95%) Actionable Recommendations
5 2 (0.95%) PCI DSS
5 2 (0.95%) Sarbanes-Oxley
6 1 (0.48%) ISO 13485
System Software
1 48 (22.86%) Docker
2 6 (2.86%) Active Directory
3 5 (2.38%) HDFS
4 3 (1.43%) BitLocker
4 3 (1.43%) Hyper-V
4 3 (1.43%) Microsoft App-V
4 3 (1.43%) Terminal Services
4 3 (1.43%) VMware ESXi
4 3 (1.43%) VMware Infrastructure
5 1 (0.48%) Apache Flume
Systems Management
1 51 (24.29%) Kubernetes
2 30 (14.29%) Terraform
3 12 (5.71%) Grafana
4 8 (3.81%) Ansible
5 6 (2.86%) Kibana
5 6 (2.86%) Prometheus
6 3 (1.43%) Nagios
6 3 (1.43%) Puppet
6 3 (1.43%) vCenter Server
6 3 (1.43%) vMotion
7 1 (0.48%) Control-M
7 1 (0.48%) HP ALM
7 1 (0.48%) Kubeflow
Vendors
1 41 (19.52%) Databricks
2 23 (10.95%) Microsoft
3 15 (7.14%) Google
4 9 (4.29%) Salesforce
5 7 (3.33%) Oracle
6 6 (2.86%) Informatica
6 6 (2.86%) Splunk
7 5 (2.38%) Ab Initio
7 5 (2.38%) OpenAI
7 5 (2.38%) Teradata
8 4 (1.90%) HP
8 4 (1.90%) IBM
9 3 (1.43%) Amplitude
9 3 (1.43%) Citrix
9 3 (1.43%) Foundry
9 3 (1.43%) Symantec
9 3 (1.43%) Talend
9 3 (1.43%) VMware
10 2 (0.95%) Cloudera
10 2 (0.95%) Salesforce Marketing Cloud