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 11 August 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Aug 2026
Same period 2025 Same period 2024
Rank 403 249 199
Rank change year-on-year -154 -50 +40
Contract jobs citing Big Data 225 285 415
As % of all contract jobs in England 0.49% 1.03% 1.25%
As % of the Database & Business Intelligence category 3.23% 5.69% 6.78%
Number of daily rates quoted 150 205 294
10th Percentile £355 £405 £370
25th Percentile £442 £456 £463
Median daily rate (50th Percentile) £550 £550 £600
Median % change year-on-year - -8.33% -
75th Percentile £663 £675 £762
90th Percentile £738 £750 £850
UK median daily rate £550 £550 £600
% change year-on-year - -8.33% -
Number of hourly rates quoted 12 2 6
10th Percentile £61.15 £45.06 £28.75
25th Percentile £64.38 £54.22 £37.50
Median hourly rate £70.00 £69.48 £45.00
Median % change year-on-year +0.75% +54.40% -42.31%
75th Percentile £75.00 £84.74 £52.50
90th Percentile £88.50 £93.90 £53.75
UK median hourly rate £70.00 £69.48 £45.00
% change year-on-year +0.75% +54.40% -42.31%

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 6,976 5,010 6,125
As % of all contract IT jobs advertised in England 15.30% 18.13% 18.38%
Number of daily rates quoted 4,674 3,474 4,360
10th Percentile £358 £341 £350
25th Percentile £419 £413 £425
Median daily rate (50th Percentile) £500 £515 £540
Median % change year-on-year -2.91% -4.63% -1.82%
75th Percentile £613 £638 £675
90th Percentile £700 £763 £825
UK median daily rate £500 £510 £525
% change year-on-year -1.96% -2.86% -3.67%
Number of hourly rates quoted 225 78 93
10th Percentile £15.28 £20.15 £14.40
25th Percentile £23.75 £23.75 £20.00
Median hourly rate £38.50 £34.82 £37.50
Median % change year-on-year +10.58% -7.16% -31.82%
75th Percentile £67.47 £63.31 £59.95
90th Percentile £76.30 £77.86 £71.50
UK median hourly rate £39.50 £35.00 £34.47
% change year-on-year +12.86% +1.55% -34.35%

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 11 August 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 11 August 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 11 August 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 -109 140 £600 +2.39% 365
North of England -59 32 £538 +4.88% 29
South East -89 20 £513 -6.82% 42
Yorkshire -34 16 £550 -8.33% 6
Midlands -66 14 £410 -3.65% 19
East Midlands -16 9 £495 +20.73% 2
South West -35 9 £515 +7.01% 13
North East -37 8 £468 +1.08% 1
North West -38 8 £600 +20.00% 22
West Midlands -61 5 £405 -20.90% 17
East of England -33 2 £540 +7.46% 13
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 (51.11%) Apache Spark
2 31 (13.78%) Apache Airflow
3 29 (12.89%) Apache
4 6 (2.67%) Confluence
4 6 (2.67%) SAS
5 5 (2.22%) JBoss
5 5 (2.22%) SharePoint
6 4 (1.78%) Jupyter
6 4 (1.78%) Microsoft Exchange
6 4 (1.78%) Palantir Foundry
7 3 (1.33%) CMS
8 2 (0.89%) Apache Pig
9 1 (0.44%) Apache Superset
9 1 (0.44%) Luigi
Business Applications
1 2 (0.89%) Endur
2 1 (0.44%) Oracle ERP
2 1 (0.44%) SAP ERP
Cloud Services
1 111 (49.33%) AWS
2 90 (40.00%) Azure
3 71 (31.56%) GCP
4 32 (14.22%) Snowflake
5 26 (11.56%) Amazon S3
6 22 (9.78%) Power Platform
7 21 (9.33%) GitHub
8 18 (8.00%) Azure DevOps
9 15 (6.67%) AWS Lambda
10 14 (6.22%) Amazon EMR
11 12 (5.33%) Amazon ECS
11 12 (5.33%) dbt
11 12 (5.33%) Serverless
12 11 (4.89%) GitHub Actions
12 11 (4.89%) OpenShift
13 9 (4.00%) Azure Data Factory
14 7 (3.11%) PaaS
14 7 (3.11%) Salesforce Service Cloud
15 6 (2.67%) Amazon Bedrock
15 6 (2.67%) Amazon EKS
Communications & Networking
1 5 (2.22%) Kerberos
2 3 (1.33%) Broadband
2 3 (1.33%) DHCP
2 3 (1.33%) DNS
2 3 (1.33%) Firewall
2 3 (1.33%) IPv4
2 3 (1.33%) IPv6
2 3 (1.33%) SMTP
2 3 (1.33%) VPN
Database & Business Intelligence
1 45 (20.00%) Hadoop
2 41 (18.22%) Data Warehouse
3 37 (16.44%) Data Lake
4 35 (15.56%) NoSQL
5 27 (12.00%) PostgreSQL
6 20 (8.89%) Power BI
7 16 (7.11%) Amazon Redshift
8 14 (6.22%) BigQuery
9 13 (5.78%) Relational Database
10 12 (5.33%) Amazon RDS
10 12 (5.33%) Apache Hive
10 12 (5.33%) MongoDB
10 12 (5.33%) SQL Server
11 10 (4.44%) Tableau
12 9 (4.00%) Elasticsearch
12 9 (4.00%) Metadata
13 8 (3.56%) Amazon Athena
13 8 (3.56%) Data Vault
14 7 (3.11%) DynamoDB
14 7 (3.11%) HBase
Development Applications
1 26 (11.56%) Jenkins
2 25 (11.11%) Git
3 21 (9.33%) GitLab
4 11 (4.89%) JIRA
5 8 (3.56%) Selenium
6 6 (2.67%) PowerDesigner
7 4 (1.78%) Robot Framework
8 3 (1.33%) JUnit
9 2 (0.89%) MLflow
10 1 (0.44%) Claude Code
10 1 (0.44%) eggPlant
10 1 (0.44%) ERwin
10 1 (0.44%) Gatling
10 1 (0.44%) JMeter
10 1 (0.44%) LoadRunner
10 1 (0.44%) Postman
10 1 (0.44%) TeamCity
General
1 74 (32.89%) Social Skills
2 59 (26.22%) Finance
3 54 (24.00%) Analytical Skills
4 27 (12.00%) Banking
5 11 (4.89%) Public Sector
6 7 (3.11%) Marketing
7 6 (2.67%) Documentation Skills
7 6 (2.67%) Inclusion and Diversity
8 5 (2.22%) Investment Banking
8 5 (2.22%) Legal
8 5 (2.22%) Telecoms
9 4 (1.78%) Retail
10 3 (1.33%) Aerospace
11 2 (0.89%) Influencing Skills
11 2 (0.89%) Local Government
11 2 (0.89%) Organisational Skills
12 1 (0.44%) Agriculture
12 1 (0.44%) Police
12 1 (0.44%) Presentation Skills
12 1 (0.44%) Retail Banking
Job Titles
1 62 (27.56%) Data Engineer
2 42 (18.67%) Architect
3 34 (15.11%) Senior
4 24 (10.67%) Developer
5 16 (7.11%) Lead
6 15 (6.67%) Solutions Architect
7 14 (6.22%) Analyst
7 14 (6.22%) Data Architect
8 12 (5.33%) Big Data Engineer
9 9 (4.00%) Data Analyst
9 9 (4.00%) Senior Data Engineer
10 8 (3.56%) Artificial Intelligence Engineer
10 8 (3.56%) Java Developer
11 7 (3.11%) Test Engineer
12 6 (2.67%) DBA
12 6 (2.67%) Product Manager
12 6 (2.67%) QA Engineer
12 6 (2.67%) Senior Developer
12 6 (2.67%) Software Engineer
12 6 (2.67%) SQL DBA
Libraries, Frameworks & Software Standards
1 49 (21.78%) Kafka
2 31 (13.78%) PySpark
3 19 (8.44%) REST
4 15 (6.67%) Spring
5 14 (6.22%) Spring Boot
6 11 (4.89%) Pandas
7 8 (3.56%) Apache NiFi
7 8 (3.56%) PyTorch
7 8 (3.56%) TensorFlow
8 7 (3.11%) CSS
8 7 (3.11%) HTML
8 7 (3.11%) NumPy
9 6 (2.67%) Elastic Stack
9 6 (2.67%) Middleware
9 6 (2.67%) Play Framework
9 6 (2.67%) React
10 5 (2.22%) Langfuse
10 5 (2.22%) Microsoft Graph
11 4 (1.78%) Node.js
12 3 (1.33%) RESTful
Miscellaneous
1 36 (16.00%) Cloud Native
2 27 (12.00%) Distributed Systems
3 14 (6.22%) Clustering
3 14 (6.22%) Product Ownership
4 11 (4.89%) Virtual Team
5 7 (3.11%) Algorithms
5 7 (3.11%) Distributed Computing
6 6 (2.67%) Cyber Threat
6 6 (2.67%) Data Centre
6 6 (2.67%) Onboarding
7 5 (2.22%) Data Protection Act
7 5 (2.22%) Data Structures
7 5 (2.22%) Distributed Architecture
8 4 (1.78%) AI Agents
8 4 (1.78%) FMCG
9 3 (1.33%) Foreign Exchange (FX)
9 3 (1.33%) Linux Command Line
9 3 (1.33%) PKI
9 3 (1.33%) Social Media
10 2 (0.89%) Hybrid Cloud
Operating Systems
1 19 (8.44%) Linux
2 8 (3.56%) Unix
3 5 (2.22%) Red Hat Enterprise Linux
3 5 (2.22%) Windows
3 5 (2.22%) Windows Server
4 1 (0.44%) Windows Server 2003
Processes & Methodologies
1 108 (48.00%) Data Pipeline
2 100 (44.44%) Analytics
3 86 (38.22%) CI/CD
4 85 (37.78%) Data Engineering
5 83 (36.89%) Agile
6 71 (31.56%) ETL
7 62 (27.56%) AI
8 58 (25.78%) DevOps
9 53 (23.56%) Machine Learning
10 50 (22.22%) Data Modelling
10 50 (22.22%) Problem-Solving
11 44 (19.56%) Data Governance
12 43 (19.11%) Containerisation
13 42 (18.67%) Data Science
14 40 (17.78%) Scrum
15 38 (16.89%) Validation
16 30 (13.33%) Data Analysis
16 30 (13.33%) Software Engineering
17 29 (12.89%) Cybersecurity
17 29 (12.89%) Test Automation
Programming Languages
1 120 (53.33%) Python
2 99 (44.00%) SQL
3 55 (24.44%) Java
4 28 (12.44%) Scala
5 18 (8.00%) PowerShell
6 13 (5.78%) R
7 11 (4.89%) Bash
7 11 (4.89%) JavaScript
8 6 (2.67%) C#
9 5 (2.22%) SAS Macro
10 3 (1.33%) Rust
11 2 (0.89%) Go
11 2 (0.89%) Korn
11 2 (0.89%) Kusto Query Language
12 1 (0.44%) C
12 1 (0.44%) C++
12 1 (0.44%) Data Analysis Expressions
12 1 (0.44%) MATLAB
12 1 (0.44%) Shell Script
12 1 (0.44%) TypeScript
Qualifications
1 43 (19.11%) Security Cleared
2 29 (12.89%) SC Cleared
3 25 (11.11%) Degree
4 13 (5.78%) Computer Science Degree
5 11 (4.89%) Master's Degree
6 7 (3.11%) DV Cleared
7 6 (2.67%) Azure Certification
7 6 (2.67%) BPSS Clearance
8 4 (1.78%) AWS Certification
9 3 (1.33%) Microsoft Certification
9 3 (1.33%) PhD
10 2 (0.89%) (ISC)2 CCSP
10 2 (0.89%) Cisco Certification
10 2 (0.89%) CISSP
10 2 (0.89%) MCITP
10 2 (0.89%) MCTS
11 1 (0.44%) MBA
11 1 (0.44%) TOGAF Certification
Quality Assurance & Compliance
1 50 (22.22%) Data Quality
2 20 (8.89%) QA
3 11 (4.89%) GDPR
4 5 (2.22%) ISO/IEC 27001
4 5 (2.22%) NIST
5 3 (1.33%) SLA
6 2 (0.89%) PCI DSS
7 1 (0.44%) Actionable Recommendations
7 1 (0.44%) California Consumer Privacy Act
7 1 (0.44%) NCSC
7 1 (0.44%) Sarbanes-Oxley
System Software
1 45 (20.00%) Docker
2 8 (3.56%) VMware Infrastructure
3 7 (3.11%) Active Directory
4 4 (1.78%) HDFS
5 3 (1.33%) BitLocker
5 3 (1.33%) Hyper-V
5 3 (1.33%) Microsoft App-V
5 3 (1.33%) Terminal Services
5 3 (1.33%) VMware ESXi
6 2 (0.89%) Apache Flume
Systems Management
1 47 (20.89%) Kubernetes
2 30 (13.33%) Terraform
3 12 (5.33%) Grafana
4 10 (4.44%) Ansible
4 10 (4.44%) Puppet
5 6 (2.67%) Kibana
5 6 (2.67%) Prometheus
6 5 (2.22%) Red Hat Satellite
7 4 (1.78%) Failover Clustering
8 3 (1.33%) Nagios
8 3 (1.33%) vCenter Server
8 3 (1.33%) vMotion
9 1 (0.44%) Control-M
9 1 (0.44%) HP ALM
9 1 (0.44%) Kubeflow
Vendors
1 48 (21.33%) Databricks
2 24 (10.67%) Microsoft
3 20 (8.89%) Google
4 12 (5.33%) Salesforce
5 10 (4.44%) Splunk
6 9 (4.00%) Cloudera
7 8 (3.56%) VMware
8 7 (3.11%) Foundry
8 7 (3.11%) IBM
9 6 (2.67%) Oracle
10 5 (2.22%) Amplitude
10 5 (2.22%) Cisco
10 5 (2.22%) Red Hat
11 4 (1.78%) HP
11 4 (1.78%) Palantir
12 3 (1.33%) Ab Initio
12 3 (1.33%) Citrix
12 3 (1.33%) Informatica
12 3 (1.33%) Symantec
12 3 (1.33%) Teradata