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

6 months to
17 Jun 2026
Same period 2025 Same period 2024
Rank 389 222 223
Rank change year-on-year -167 +1 +8
Contract jobs citing Big Data 210 294 411
As % of all contract jobs in England 0.49% 1.19% 1.10%
As % of the Database & Business Intelligence category 3.21% 6.31% 6.42%
Number of daily rates quoted 144 204 311
10th Percentile £347 £408 £360
25th Percentile £450 £480 £450
Median daily rate (50th Percentile) £550 £570 £575
Median % change year-on-year -3.51% -0.87% -4.17%
75th Percentile £646 £675 £763
90th Percentile £803 £750 £850
UK median daily rate £550 £568 £569
% change year-on-year -3.17% -0.13% -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 6,549 4,656 6,406
As % of all contract IT jobs advertised in England 15.26% 18.82% 17.10%
Number of daily rates quoted 4,442 3,235 4,613
10th Percentile £350 £360 £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 214 89 141
10th Percentile £14.00 £19.15 £14.00
25th Percentile £23.05 £23.50 £20.77
Median hourly rate £40.25 £33.11 £40.00
Median % change year-on-year +21.56% -17.23% -31.73%
75th Percentile £73.56 £64.50 £53.75
90th Percentile £82.25 £77.74 £72.50
UK median hourly rate £41.71 £34.98 £40.00
% change year-on-year +19.24% -12.55% -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 17 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 17 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 17 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 -98 129 £581 -0.85% 75
North of England -60 30 £538 -10.42% 60
South East -74 21 £538 -1.83% 57
North East -23 12 £450 -2.70% 14
Yorkshire -52 11 £588 -2.08% 16
Midlands -72 10 £540 +8.00% 27
South West -25 8 £525 -18.45% 37
East Midlands -27 7 £505 +23.17% 16
North West -44 7 - - 30
East of England -41 3 £540 -16.92% 29
West Midlands -62 3 £640 +24.90% 11
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
1 115 (54.76%) Apache Spark
2 33 (15.71%) Apache
3 32 (15.24%) Apache Airflow
4 6 (2.86%) Microsoft Exchange
4 6 (2.86%) SAS
5 5 (2.38%) SharePoint
6 4 (1.90%) Confluence
6 4 (1.90%) 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
1 110 (52.38%) AWS
2 86 (40.95%) Azure
3 69 (32.86%) GCP
4 30 (14.29%) Snowflake
5 24 (11.43%) Amazon S3
6 23 (10.95%) GitHub
7 21 (10.00%) Power Platform
8 19 (9.05%) AWS Lambda
9 17 (8.10%) Serverless
10 16 (7.62%) Amazon EMR
11 15 (7.14%) Azure DevOps
11 15 (7.14%) GitHub Actions
12 14 (6.67%) OpenShift
13 12 (5.71%) dbt
14 10 (4.76%) Azure Data Factory
15 9 (4.29%) Amazon ECS
16 5 (2.38%) Amazon Bedrock
16 5 (2.38%) Azure Cosmos DB
16 5 (2.38%) Salesforce Service Cloud
17 4 (1.90%) WhatsApp
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%) Hadoop
2 45 (21.43%) Data Warehouse
3 41 (19.52%) NoSQL
4 31 (14.76%) PostgreSQL
5 29 (13.81%) Data Lake
6 19 (9.05%) Relational Database
7 18 (8.57%) Amazon Redshift
8 16 (7.62%) Power BI
8 16 (7.62%) SQL Server
9 15 (7.14%) BigQuery
10 14 (6.67%) MongoDB
11 11 (5.24%) Tableau
12 10 (4.76%) Elasticsearch
13 9 (4.29%) Amazon RDS
14 8 (3.81%) DynamoDB
15 7 (3.33%) Amazon Athena
15 7 (3.33%) Data Vault
15 7 (3.33%) Delta Lake
15 7 (3.33%) Metadata
15 7 (3.33%) RDBMS
Development Applications
1 28 (13.33%) Git
2 25 (11.90%) Jenkins
3 19 (9.05%) GitLab
4 9 (4.29%) JIRA
4 9 (4.29%) Selenium
5 6 (2.86%) Robot Framework
6 5 (2.38%) 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 67 (31.90%) Finance
1 67 (31.90%) Social Skills
2 47 (22.38%) Analytical Skills
3 27 (12.86%) Banking
4 9 (4.29%) Public Sector
5 6 (2.86%) Documentation Skills
5 6 (2.86%) Investment Banking
6 5 (2.38%) Marketing
6 5 (2.38%) Telecoms
7 4 (1.90%) Inclusion and Diversity
7 4 (1.90%) Legal
7 4 (1.90%) Retail
8 2 (0.95%) Aerospace
8 2 (0.95%) Influencing Skills
8 2 (0.95%) Local Government
8 2 (0.95%) Organisational Skills
9 1 (0.48%) Front Office
9 1 (0.48%) Manufacturing
9 1 (0.48%) Military
9 1 (0.48%) Pharmaceutical
Job Titles
1 57 (27.14%) Data Engineer
2 31 (14.76%) Architect
3 26 (12.38%) Developer
4 25 (11.90%) Senior
5 21 (10.00%) Analyst
5 21 (10.00%) Lead
6 15 (7.14%) Data Analyst
7 11 (5.24%) Data Architect
8 9 (4.29%) Big Data Engineer
8 9 (4.29%) Data Scientist
8 9 (4.29%) Java Developer
8 9 (4.29%) Solutions Architect
9 8 (3.81%) QA Engineer
10 7 (3.33%) Java Engineer
10 7 (3.33%) Senior Data Engineer
11 6 (2.86%) Artificial Intelligence Engineer
11 6 (2.86%) Business Analyst
11 6 (2.86%) DBA
11 6 (2.86%) SQL DBA
11 6 (2.86%) Test Engineer
Libraries, Frameworks & Software Standards
1 44 (20.95%) Kafka
2 27 (12.86%) 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 28 (13.33%) Cloud Native
2 23 (10.95%) Distributed Systems
3 13 (6.19%) Product Ownership
4 9 (4.29%) Algorithms
4 9 (4.29%) Clustering
5 7 (3.33%) 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 95 (45.24%) Analytics
2 92 (43.81%) CI/CD
2 92 (43.81%) Data Pipeline
3 85 (40.48%) Data Engineering
4 82 (39.05%) Agile
5 72 (34.29%) ETL
6 60 (28.57%) AI
7 56 (26.67%) DevOps
8 53 (25.24%) Machine Learning
9 49 (23.33%) Data Modelling
10 47 (22.38%) Data Science
11 44 (20.95%) Problem-Solving
12 43 (20.48%) Data Governance
13 38 (18.10%) Containerisation
14 37 (17.62%) Scrum
15 32 (15.24%) Validation
16 31 (14.76%) Data Analysis
17 28 (13.33%) Microservices
18 27 (12.86%) Decision-Making
19 25 (11.90%) Test Automation
Programming Languages
1 115 (54.76%) Python
2 109 (51.90%) SQL
3 51 (24.29%) Java
4 29 (13.81%) Scala
5 20 (9.52%) R
6 9 (4.29%) JavaScript
7 7 (3.33%) Bash
8 6 (2.86%) PowerShell
9 5 (2.38%) SAS Macro
10 3 (1.43%) C#
10 3 (1.43%) C++
10 3 (1.43%) Rust
10 3 (1.43%) TypeScript
11 2 (0.95%) Ada
11 2 (0.95%) Shell Script
12 1 (0.48%) C
12 1 (0.48%) Data Analysis Expressions
12 1 (0.48%) Korn
12 1 (0.48%) MATLAB
12 1 (0.48%) Perl
Qualifications
1 39 (18.57%) Security Cleared
2 29 (13.81%) SC Cleared
3 28 (13.33%) Degree
4 14 (6.67%) Computer Science Degree
5 11 (5.24%) Master's Degree
6 5 (2.38%) BPSS Clearance
6 5 (2.38%) DV Cleared
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%) TOGAF Certification
10 1 (0.48%) ISTQB
10 1 (0.48%) PhD
Quality Assurance & Compliance
1 49 (23.33%) Data Quality
2 21 (10.00%) QA
3 10 (4.76%) 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 49 (23.33%) 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 40 (19.05%) Databricks
2 23 (10.95%) Microsoft
3 14 (6.67%) 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%) IBM
7 5 (2.38%) OpenAI
7 5 (2.38%) Teradata
8 4 (1.90%) HP
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