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

6 months to
13 Aug 2026
Same period 2025 Same period 2024
Rank 398 261 199
Rank change year-on-year -137 -62 +37
Contract jobs citing Big Data 226 278 414
As % of all contract jobs in England 0.50% 1.01% 1.24%
As % of the Database & Business Intelligence category 3.24% 5.57% 6.78%
Number of daily rates quoted 154 202 293
10th Percentile £355 £405 £370
25th Percentile £442 £463 £463
Median daily rate (50th Percentile) £550 £550 £600
Median % change year-on-year - -8.33% -
75th Percentile £663 £675 £763
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 6,971 4,987 6,107
As % of all contract IT jobs advertised in England 15.30% 18.04% 18.31%
Number of daily rates quoted 4,674 3,453 4,347
10th Percentile £358 £343 £350
25th Percentile £420 £413 £425
Median daily rate (50th Percentile) £500 £515 £543
Median % change year-on-year -2.91% -5.07% -1.36%
75th Percentile £613 £638 £675
90th Percentile £701 £763 £825
UK median daily rate £500 £510 £525
% change year-on-year -1.96% -2.86% -3.67%
Number of hourly rates quoted 224 79 93
10th Percentile £15.17 £20.35 £14.40
25th Percentile £23.62 £24.00 £20.00
Median hourly rate £38.25 £34.50 £37.50
Median % change year-on-year +10.87% -8.00% -31.82%
75th Percentile £67.48 £60.50 £59.95
90th Percentile £76.00 £77.74 £71.50
UK median hourly rate £38.38 £34.99 £34.47
% change year-on-year +9.67% +1.52% -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 13 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 13 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 13 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 -100 140 £600 +1.61% 347
North of England -46 33 £525 +5.00% 25
South East -79 19 £513 -6.82% 40
Yorkshire -28 17 £550 -8.33% 5
Midlands -64 14 £410 -3.65% 17
East Midlands -21 9 £495 +20.73% 2
South West -37 9 £515 +7.01% 13
North East -37 8 £468 +1.08% 1
North West -45 8 £600 +20.00% 19
West Midlands -49 5 £405 -20.90% 15
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 (50.88%) Apache Spark
2 31 (13.72%) Apache Airflow
3 30 (13.27%) Apache
4 6 (2.65%) Confluence
4 6 (2.65%) SAS
5 5 (2.21%) JBoss
5 5 (2.21%) SharePoint
6 4 (1.77%) Jupyter
6 4 (1.77%) Microsoft Exchange
6 4 (1.77%) Palantir Foundry
7 3 (1.33%) CMS
8 2 (0.88%) Apache Pig
9 1 (0.44%) Apache Superset
9 1 (0.44%) Luigi
Business Applications
1 2 (0.88%) Endur
2 1 (0.44%) Oracle ERP
2 1 (0.44%) SAP ERP
Cloud Services
1 110 (48.67%) AWS
2 91 (40.27%) Azure
3 72 (31.86%) GCP
4 31 (13.72%) Snowflake
5 25 (11.06%) Amazon S3
6 22 (9.73%) Power Platform
7 21 (9.29%) GitHub
8 19 (8.41%) Azure DevOps
9 14 (6.19%) Amazon EMR
9 14 (6.19%) AWS Lambda
10 12 (5.31%) Amazon ECS
10 12 (5.31%) dbt
10 12 (5.31%) GitHub Actions
11 11 (4.87%) Serverless
12 10 (4.42%) OpenShift
13 9 (3.98%) Azure Data Factory
14 7 (3.10%) PaaS
14 7 (3.10%) Salesforce Service Cloud
15 6 (2.65%) Amazon EKS
15 6 (2.65%) Amazon EventBridge
Communications & Networking
1 5 (2.21%) 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 44 (19.47%) Hadoop
2 41 (18.14%) Data Warehouse
3 37 (16.37%) Data Lake
4 32 (14.16%) NoSQL
5 26 (11.50%) PostgreSQL
6 20 (8.85%) Power BI
7 16 (7.08%) Amazon Redshift
8 15 (6.64%) BigQuery
9 13 (5.75%) Apache Hive
10 12 (5.31%) Amazon RDS
10 12 (5.31%) MongoDB
10 12 (5.31%) Relational Database
10 12 (5.31%) SQL Server
11 11 (4.87%) Tableau
12 10 (4.42%) Metadata
13 9 (3.98%) Elasticsearch
14 8 (3.54%) Amazon Athena
14 8 (3.54%) Data Vault
15 7 (3.10%) HBase
15 7 (3.10%) Spark SQL
Development Applications
1 27 (11.95%) Jenkins
2 26 (11.50%) Git
3 22 (9.73%) GitLab
4 11 (4.87%) JIRA
5 8 (3.54%) Selenium
6 6 (2.65%) PowerDesigner
7 4 (1.77%) Robot Framework
8 3 (1.33%) JUnit
9 2 (0.88%) JMeter
9 2 (0.88%) LoadRunner
9 2 (0.88%) 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%) Postman
10 1 (0.44%) TeamCity
General
1 71 (31.42%) Social Skills
2 59 (26.11%) Finance
3 54 (23.89%) Analytical Skills
4 28 (12.39%) Banking
5 11 (4.87%) Public Sector
6 7 (3.10%) Marketing
7 6 (2.65%) Documentation Skills
7 6 (2.65%) Inclusion and Diversity
8 5 (2.21%) Legal
8 5 (2.21%) Telecoms
9 4 (1.77%) Investment Banking
10 3 (1.33%) Aerospace
10 3 (1.33%) Retail
11 2 (0.88%) Influencing Skills
11 2 (0.88%) Local Government
11 2 (0.88%) Organisational Skills
12 1 (0.44%) Advertising
12 1 (0.44%) Agriculture
12 1 (0.44%) Manufacturing
12 1 (0.44%) Police
Job Titles
1 64 (28.32%) Data Engineer
2 42 (18.58%) Architect
3 34 (15.04%) Senior
4 22 (9.73%) Developer
5 16 (7.08%) Lead
6 15 (6.64%) Solutions Architect
7 14 (6.19%) Analyst
7 14 (6.19%) Data Architect
8 12 (5.31%) Big Data Engineer
9 9 (3.98%) Data Analyst
9 9 (3.98%) Senior Data Engineer
10 8 (3.54%) Artificial Intelligence Engineer
11 7 (3.10%) Java Developer
11 7 (3.10%) Test Engineer
12 6 (2.65%) DBA
12 6 (2.65%) Product Manager
12 6 (2.65%) QA Engineer
12 6 (2.65%) Software Developer
12 6 (2.65%) Software Engineer
12 6 (2.65%) SQL DBA
Libraries, Frameworks & Software Standards
1 49 (21.68%) Kafka
2 31 (13.72%) PySpark
3 19 (8.41%) REST
4 14 (6.19%) Spring
5 13 (5.75%) Spring Boot
6 12 (5.31%) Pandas
7 8 (3.54%) Apache NiFi
8 7 (3.10%) CSS
8 7 (3.10%) Elastic Stack
8 7 (3.10%) HTML
8 7 (3.10%) Middleware
8 7 (3.10%) NumPy
8 7 (3.10%) PyTorch
8 7 (3.10%) TensorFlow
9 6 (2.65%) Play Framework
10 5 (2.21%) Langfuse
10 5 (2.21%) Microsoft Graph
10 5 (2.21%) React
11 4 (1.77%) Node.js
12 3 (1.33%) Gherkin
Miscellaneous
1 37 (16.37%) Cloud Native
2 27 (11.95%) Distributed Systems
3 14 (6.19%) Clustering
3 14 (6.19%) Product Ownership
4 11 (4.87%) Virtual Team
5 7 (3.10%) Distributed Computing
6 6 (2.65%) Algorithms
6 6 (2.65%) Cyber Threat
6 6 (2.65%) Data Centre
6 6 (2.65%) Onboarding
7 5 (2.21%) Data Protection Act
7 5 (2.21%) Data Structures
7 5 (2.21%) Distributed Architecture
8 4 (1.77%) AI Agents
8 4 (1.77%) FMCG
9 3 (1.33%) Foreign Exchange (FX)
9 3 (1.33%) Linux Command Line
9 3 (1.33%) Management Information System
9 3 (1.33%) PKI
9 3 (1.33%) Social Media
Operating Systems
1 19 (8.41%) Linux
2 7 (3.10%) Unix
3 5 (2.21%) Red Hat Enterprise Linux
3 5 (2.21%) Windows
3 5 (2.21%) Windows Server
4 1 (0.44%) Windows Server 2003
Processes & Methodologies
1 110 (48.67%) Data Pipeline
2 100 (44.25%) Analytics
3 87 (38.50%) Data Engineering
4 86 (38.05%) CI/CD
5 83 (36.73%) Agile
6 71 (31.42%) ETL
7 62 (27.43%) AI
8 58 (25.66%) DevOps
9 52 (23.01%) Machine Learning
10 50 (22.12%) Data Modelling
10 50 (22.12%) Problem-Solving
11 45 (19.91%) Data Governance
12 43 (19.03%) Containerisation
13 42 (18.58%) Data Science
14 41 (18.14%) Scrum
15 39 (17.26%) Validation
16 31 (13.72%) Data Analysis
17 30 (13.27%) Decision-Making
17 30 (13.27%) Test Automation
18 29 (12.83%) Cybersecurity
Programming Languages
1 120 (53.10%) Python
2 99 (43.81%) SQL
3 54 (23.89%) Java
4 28 (12.39%) Scala
5 19 (8.41%) PowerShell
6 13 (5.75%) R
7 12 (5.31%) JavaScript
8 11 (4.87%) Bash
9 6 (2.65%) C#
10 5 (2.21%) SAS Macro
11 3 (1.33%) Rust
12 2 (0.88%) Go
12 2 (0.88%) Korn
12 2 (0.88%) Kusto Query Language
13 1 (0.44%) C
13 1 (0.44%) C++
13 1 (0.44%) Data Analysis Expressions
13 1 (0.44%) MATLAB
13 1 (0.44%) Shell Script
13 1 (0.44%) TypeScript
Qualifications
1 43 (19.03%) Security Cleared
2 29 (12.83%) SC Cleared
3 26 (11.50%) Degree
4 14 (6.19%) Computer Science Degree
5 12 (5.31%) Master's Degree
6 7 (3.10%) DV Cleared
7 6 (2.65%) Azure Certification
7 6 (2.65%) BPSS Clearance
8 4 (1.77%) AWS Certification
9 3 (1.33%) Microsoft Certification
9 3 (1.33%) PhD
10 2 (0.88%) (ISC)2 CCSP
10 2 (0.88%) Cisco Certification
10 2 (0.88%) CISSP
10 2 (0.88%) MCITP
10 2 (0.88%) MCTS
11 1 (0.44%) MBA
11 1 (0.44%) PMI Certification
11 1 (0.44%) PMP
Quality Assurance & Compliance
1 52 (23.01%) Data Quality
2 20 (8.85%) QA
3 11 (4.87%) GDPR
4 5 (2.21%) ISO/IEC 27001
4 5 (2.21%) NIST
5 3 (1.33%) SLA
6 2 (0.88%) Actionable Recommendations
6 2 (0.88%) PCI DSS
7 1 (0.44%) California Consumer Privacy Act
7 1 (0.44%) IFRS
7 1 (0.44%) IFRS 9
7 1 (0.44%) NCSC
7 1 (0.44%) Sarbanes-Oxley
System Software
1 46 (20.35%) Docker
2 8 (3.54%) VMware Infrastructure
3 7 (3.10%) Active Directory
4 4 (1.77%) 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 (0.88%) Apache Flume
Systems Management
1 47 (20.80%) Kubernetes
2 31 (13.72%) Terraform
3 13 (5.75%) Grafana
4 10 (4.42%) Ansible
4 10 (4.42%) Puppet
5 6 (2.65%) Kibana
5 6 (2.65%) Prometheus
6 5 (2.21%) Red Hat Satellite
7 4 (1.77%) Failover Clustering
8 3 (1.33%) Nagios
8 3 (1.33%) vCenter Server
8 3 (1.33%) vMotion
9 2 (0.88%) Control-M
10 1 (0.44%) HP ALM
10 1 (0.44%) Kubeflow
Vendors
1 49 (21.68%) Databricks
2 24 (10.62%) Microsoft
3 21 (9.29%) Google
4 12 (5.31%) Salesforce
5 11 (4.87%) Cloudera
5 11 (4.87%) Splunk
6 8 (3.54%) IBM
6 8 (3.54%) VMware
7 7 (3.10%) Foundry
8 6 (2.65%) Oracle
9 5 (2.21%) Amplitude
9 5 (2.21%) Cisco
9 5 (2.21%) Red Hat
10 4 (1.77%) HP
10 4 (1.77%) Informatica
10 4 (1.77%) Palantir
11 3 (1.33%) Citrix
11 3 (1.33%) Symantec
11 3 (1.33%) Teradata
12 2 (0.88%) OpenLink