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 9 July 2026, with comparisons to the same periods in the previous two years.

6 months to
9 Jul 2026
Same period 2025 Same period 2024
Rank 410 232 201
Rank change year-on-year -178 -31 +22
Contract jobs citing Big Data 219 309 446
As % of all contract jobs in England 0.49% 1.15% 1.20%
As % of the Database & Business Intelligence category 3.21% 6.25% 6.77%
Number of daily rates quoted 143 217 329
10th Percentile £355 £408 £362
25th Percentile £450 £468 £450
Median daily rate (50th Percentile) £550 £550 £583
Median % change year-on-year - -5.66% -2.83%
75th Percentile £656 £675 £750
90th Percentile £776 £750 £850
UK median daily rate £550 £550 £569
% change year-on-year - -3.30% -5.21%
Number of hourly rates quoted 13 3 9
10th Percentile £61.30 £42.42 -
25th Percentile £65.00 £47.61 £18.20
Median hourly rate £70.00 £57.50 £42.50
Median % change year-on-year +21.74% +35.29% -45.51%
75th Percentile £75.00 £79.38 £47.50
90th Percentile £87.00 £91.75 £53.50
UK median hourly rate £70.00 £57.50 £42.50
% change year-on-year +21.74% +35.29% -45.51%

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 6,829 4,941 6,591
As % of all contract IT jobs advertised in England 15.27% 18.31% 17.69%
Number of daily rates quoted 4,587 3,421 4,746
10th Percentile £353 £355 £350
25th Percentile £415 £413 £425
Median daily rate (50th Percentile) £500 £525 £527
Median % change year-on-year -4.76% -0.28% -4.27%
75th Percentile £602 £650 £675
90th Percentile £709 £775 £815
UK median daily rate £500 £513 £525
% change year-on-year -2.44% -2.38% -2.33%
Number of hourly rates quoted 222 91 137
10th Percentile £14.96 £19.25 £14.00
25th Percentile £23.88 £24.25 £20.00
Median hourly rate £38.25 £34.00 £37.50
Median % change year-on-year +12.50% -9.33% -36.00%
75th Percentile £71.13 £62.88 £50.00
90th Percentile £77.50 £70.00 £69.85
UK median hourly rate £39.50 £35.00 £37.50
% change year-on-year +12.86% -6.67% -35.39%

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 9 July 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 9 July 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 9 July 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 -107 134 £600 +2.39% 128
North of England -69 32 £538 -9.28% 9
South East -78 20 £550 +4.02% 19
Yorkshire -44 13 £550 -8.33% 4
North East -23 12 £450 -2.70% 1
Midlands -73 12 £500 -
East Midlands -18 9 £495 +20.73%
South West -33 8 £525 -17.65% 60
North West -46 7 - - 4
East of England -38 3 £540 -16.92% 8
West Midlands -72 3 £640 +24.90%
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
1 119 (54.34%) Apache Spark
2 37 (16.89%) Apache
3 35 (15.98%) Apache Airflow
4 6 (2.74%) Microsoft Exchange
4 6 (2.74%) SAS
5 5 (2.28%) SharePoint
6 4 (1.83%) Jupyter
7 2 (0.91%) Apache Pig
7 2 (0.91%) CMS
7 2 (0.91%) Confluence
8 1 (0.46%) Apache Superset
8 1 (0.46%) Camunda
8 1 (0.46%) Luigi
8 1 (0.46%) Palantir Foundry
Business Applications
1 2 (0.91%) Endur
2 1 (0.46%) SAP ERP
Cloud Services
1 120 (54.79%) AWS
2 94 (42.92%) Azure
3 77 (35.16%) GCP
4 34 (15.53%) Snowflake
5 27 (12.33%) Amazon S3
6 24 (10.96%) Power Platform
7 22 (10.05%) GitHub
8 18 (8.22%) AWS Lambda
9 16 (7.31%) Serverless
10 15 (6.85%) Azure DevOps
11 14 (6.39%) Amazon EMR
11 14 (6.39%) GitHub Actions
11 14 (6.39%) OpenShift
12 12 (5.48%) dbt
13 11 (5.02%) Amazon ECS
14 10 (4.57%) Azure Data Factory
15 7 (3.20%) Salesforce Service Cloud
16 6 (2.74%) Amazon Bedrock
17 5 (2.28%) Amazon EventBridge
17 5 (2.28%) Azure Cosmos DB
Communications & Networking
1 3 (1.37%) DHCP
1 3 (1.37%) DNS
1 3 (1.37%) Firewall
1 3 (1.37%) IPv4
1 3 (1.37%) IPv6
1 3 (1.37%) SMTP
1 3 (1.37%) VPN
2 2 (0.91%) Broadband
Database & Business Intelligence
1 47 (21.46%) Hadoop
2 45 (20.55%) Data Warehouse
3 43 (19.63%) NoSQL
4 35 (15.98%) PostgreSQL
5 34 (15.53%) Data Lake
6 19 (8.68%) Power BI
6 19 (8.68%) Relational Database
7 17 (7.76%) Amazon Redshift
7 17 (7.76%) SQL Server
8 16 (7.31%) BigQuery
9 15 (6.85%) MongoDB
10 11 (5.02%) Amazon RDS
11 9 (4.11%) Elasticsearch
11 9 (4.11%) Tableau
12 8 (3.65%) Amazon Athena
12 8 (3.65%) Data Vault
12 8 (3.65%) DynamoDB
12 8 (3.65%) Metadata
13 7 (3.20%) Apache Hive
13 7 (3.20%) Delta Lake
Development Applications
1 28 (12.79%) Git
2 26 (11.87%) Jenkins
3 20 (9.13%) GitLab
4 9 (4.11%) Selenium
5 7 (3.20%) JIRA
6 6 (2.74%) Robot Framework
7 5 (2.28%) PowerDesigner
8 3 (1.37%) JUnit
8 3 (1.37%) Postman
9 2 (0.91%) MLflow
10 1 (0.46%) Claude Code
10 1 (0.46%) ERwin
General
1 69 (31.51%) Social Skills
2 64 (29.22%) Finance
3 48 (21.92%) Analytical Skills
4 31 (14.16%) Banking
5 12 (5.48%) Public Sector
6 7 (3.20%) Documentation Skills
7 6 (2.74%) Investment Banking
8 5 (2.28%) Legal
8 5 (2.28%) Marketing
8 5 (2.28%) Telecoms
9 4 (1.83%) Inclusion and Diversity
9 4 (1.83%) Retail
10 2 (0.91%) Aerospace
10 2 (0.91%) Influencing Skills
10 2 (0.91%) Local Government
10 2 (0.91%) Organisational Skills
11 1 (0.46%) Corporate Banking
11 1 (0.46%) Manufacturing
11 1 (0.46%) Military
11 1 (0.46%) Retail Banking
Job Titles
1 62 (28.31%) Data Engineer
2 40 (18.26%) Architect
3 30 (13.70%) Senior
4 28 (12.79%) Developer
5 18 (8.22%) Lead
6 14 (6.39%) Analyst
6 14 (6.39%) Data Architect
6 14 (6.39%) Solutions Architect
7 11 (5.02%) Big Data Engineer
8 10 (4.57%) Senior Data Engineer
9 9 (4.11%) Data Analyst
9 9 (4.11%) Data Scientist
9 9 (4.11%) Java Developer
10 8 (3.65%) Artificial Intelligence Engineer
10 8 (3.65%) QA Engineer
11 6 (2.74%) DBA
11 6 (2.74%) Java Engineer
11 6 (2.74%) Software Developer
11 6 (2.74%) SQL DBA
11 6 (2.74%) Test Engineer
Libraries, Frameworks & Software Standards
1 53 (24.20%) Kafka
2 26 (11.87%) PySpark
3 20 (9.13%) Spring
4 19 (8.68%) REST
5 18 (8.22%) Spring Boot
6 10 (4.57%) Pandas
6 10 (4.57%) PyTorch
6 10 (4.57%) TensorFlow
7 8 (3.65%) CSS
7 8 (3.65%) HTML
7 8 (3.65%) React
8 6 (2.74%) NumPy
8 6 (2.74%) Play Framework
9 5 (2.28%) Microsoft Graph
9 5 (2.28%) Middleware
9 5 (2.28%) Node.js
9 5 (2.28%) scikit-learn
10 4 (1.83%) Apache NiFi
10 4 (1.83%) LangChain
11 3 (1.37%) .NET
Miscellaneous
1 32 (14.61%) Cloud Native
2 25 (11.42%) Distributed Systems
3 14 (6.39%) Product Ownership
4 9 (4.11%) Algorithms
4 9 (4.11%) Clustering
5 8 (3.65%) Distributed Computing
5 8 (3.65%) Virtual Team
6 6 (2.74%) Data Centre
7 5 (2.28%) Cyber Threat
7 5 (2.28%) Distributed Architecture
8 4 (1.83%) AI Agents
8 4 (1.83%) Data Protection Act
8 4 (1.83%) FMCG
9 3 (1.37%) Foreign Exchange (FX)
9 3 (1.37%) Management Information System
9 3 (1.37%) PKI
10 2 (0.91%) Data Structures
10 2 (0.91%) Educational Technology
10 2 (0.91%) IoT
10 2 (0.91%) Social Media
Operating Systems
1 13 (5.94%) Linux
2 12 (5.48%) Unix
3 5 (2.28%) Windows
3 5 (2.28%) Windows Server
4 1 (0.46%) Windows Server 2003
Processes & Methodologies
1 104 (47.49%) Data Pipeline
2 98 (44.75%) Analytics
3 94 (42.92%) CI/CD
4 91 (41.55%) Data Engineering
5 84 (38.36%) Agile
6 74 (33.79%) ETL
7 66 (30.14%) AI
8 58 (26.48%) Machine Learning
9 57 (26.03%) DevOps
10 53 (24.20%) Data Modelling
11 50 (22.83%) Data Science
12 47 (21.46%) Data Governance
13 46 (21.00%) Problem-Solving
14 43 (19.63%) Containerisation
15 38 (17.35%) Scrum
16 34 (15.53%) Validation
17 32 (14.61%) Microservices
18 31 (14.16%) Decision-Making
19 28 (12.79%) Data Analysis
19 28 (12.79%) Software Engineering
Programming Languages
1 119 (54.34%) Python
2 105 (47.95%) SQL
3 53 (24.20%) Java
4 31 (14.16%) Scala
5 15 (6.85%) R
6 10 (4.57%) JavaScript
7 9 (4.11%) Bash
7 9 (4.11%) PowerShell
8 5 (2.28%) SAS Macro
9 3 (1.37%) C#
9 3 (1.37%) Rust
9 3 (1.37%) TypeScript
10 2 (0.91%) Go
10 2 (0.91%) Shell Script
11 1 (0.46%) C
11 1 (0.46%) C++
11 1 (0.46%) Data Analysis Expressions
11 1 (0.46%) Korn
11 1 (0.46%) MATLAB
11 1 (0.46%) Perl
Qualifications
1 42 (19.18%) Security Cleared
2 31 (14.16%) SC Cleared
3 30 (13.70%) Degree
4 15 (6.85%) Computer Science Degree
5 14 (6.39%) Master's Degree
6 5 (2.28%) Azure Certification
6 5 (2.28%) DV Cleared
7 4 (1.83%) AWS Certification
7 4 (1.83%) BPSS Clearance
8 3 (1.37%) Microsoft Certification
8 3 (1.37%) PhD
9 2 (0.91%) (ISC)2 CCSP
9 2 (0.91%) Cisco Certification
9 2 (0.91%) CISSP
9 2 (0.91%) MCITP
9 2 (0.91%) MCTS
9 2 (0.91%) TOGAF Certification
10 1 (0.46%) ISTQB
10 1 (0.46%) MBA
Quality Assurance & Compliance
1 52 (23.74%) Data Quality
2 21 (9.59%) QA
3 13 (5.94%) GDPR
4 5 (2.28%) ISO/IEC 27001
4 5 (2.28%) NIST
5 2 (0.91%) PCI DSS
5 2 (0.91%) Sarbanes-Oxley
5 2 (0.91%) SLA
6 1 (0.46%) California Consumer Privacy Act
6 1 (0.46%) ISO 13485
System Software
1 50 (22.83%) Docker
2 6 (2.74%) Active Directory
3 5 (2.28%) HDFS
4 3 (1.37%) BitLocker
4 3 (1.37%) Hyper-V
4 3 (1.37%) Microsoft App-V
4 3 (1.37%) Terminal Services
4 3 (1.37%) VMware ESXi
4 3 (1.37%) VMware Infrastructure
5 2 (0.91%) Apache Flume
Systems Management
1 52 (23.74%) Kubernetes
2 30 (13.70%) Terraform
3 12 (5.48%) Grafana
4 9 (4.11%) Ansible
5 6 (2.74%) Kibana
5 6 (2.74%) Prometheus
6 4 (1.83%) Puppet
7 3 (1.37%) Nagios
7 3 (1.37%) vCenter Server
7 3 (1.37%) vMotion
8 1 (0.46%) Control-M
8 1 (0.46%) HP ALM
8 1 (0.46%) Kubeflow
Vendors
1 43 (19.63%) Databricks
2 26 (11.87%) Microsoft
3 16 (7.31%) Google
4 12 (5.48%) Salesforce
5 8 (3.65%) Oracle
6 6 (2.74%) Informatica
6 6 (2.74%) Splunk
7 5 (2.28%) Ab Initio
7 5 (2.28%) Amplitude
7 5 (2.28%) IBM
7 5 (2.28%) Teradata
8 4 (1.83%) Foundry
8 4 (1.83%) HP
8 4 (1.83%) OpenAI
9 3 (1.37%) Citrix
9 3 (1.37%) Cloudera
9 3 (1.37%) Symantec
9 3 (1.37%) Talend
9 3 (1.37%) VMware
10 2 (0.91%) OpenLink