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

6 months to
20 Aug 2026
Same period 2025 Same period 2024
Rank 411 248 192
Rank change year-on-year -163 -56 +44
Contract jobs citing Big Data 220 275 415
As % of all contract jobs in England 0.48% 1.00% 1.25%
As % of the Database & Business Intelligence category 3.15% 5.51% 6.80%
Number of daily rates quoted 152 197 290
10th Percentile £356 £405 £369
25th Percentile £450 £463 £464
Median daily rate (50th Percentile) £550 £550 £612
Median % change year-on-year - -10.13% +2.00%
75th Percentile £663 £675 £758
90th Percentile £738 £750 £850
UK median daily rate £550 £550 £600
% change year-on-year - -8.33% -
Number of hourly rates quoted 9 2 6
10th Percentile £57.85 £45.06 £28.75
25th Percentile £62.50 £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 £78.00 £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 6,983 4,995 6,107
As % of all contract IT jobs advertised in England 15.30% 18.10% 18.41%
Number of daily rates quoted 4,684 3,444 4,346
10th Percentile £358 £335 £350
25th Percentile £420 £413 £425
Median daily rate (50th Percentile) £500 £513 £550
Median % change year-on-year -2.44% -6.82% -
75th Percentile £614 £638 £675
90th Percentile £710 £750 £825
UK median daily rate £500 £505 £525
% change year-on-year -0.99% -3.81% -2.78%
Number of hourly rates quoted 224 82 91
10th Percentile £14.85 £20.87 £14.25
25th Percentile £23.16 £25.34 £20.00
Median hourly rate £38.25 £34.58 £35.00
Median % change year-on-year +10.63% -1.21% -36.36%
75th Percentile £60.75 £63.31 £56.25
90th Percentile £75.00 £78.58 £71.50
UK median hourly rate £38.25 £34.99 £34.47
% change year-on-year +9.32% +1.52% -37.34%

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 20 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 20 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 20 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 -99 139 £600 +2.39% 106
North of England -42 31 £518 +3.50% 14
Yorkshire -27 18 £550 -8.33% 4
South East -75 18 £500 -9.09% 16
Midlands -62 14 £410 -2.50% 7
East Midlands -21 9 £495 +19.28%
South West -37 9 £515 +7.01% 7
North East -34 7 £425 -8.11%
North West -39 6 £600 +20.00% 10
West Midlands -57 5 £405 -14.10% 7
East of England -31 2 £540 +8.00% 8
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
1 111 (50.45%) Apache Spark
2 31 (14.09%) Apache Airflow
3 30 (13.64%) Apache
4 7 (3.18%) Confluence
5 6 (2.73%) JBoss
6 5 (2.27%) SAS
6 5 (2.27%) SharePoint
7 4 (1.82%) Jupyter
7 4 (1.82%) Microsoft Exchange
7 4 (1.82%) Palantir Foundry
8 3 (1.36%) CMS
9 2 (0.91%) Apache Pig
9 2 (0.91%) Apache Superset
10 1 (0.45%) Luigi
Business Applications
1 2 (0.91%) Endur
2 1 (0.45%) Oracle ERP
2 1 (0.45%) SAP ERP
Cloud Services
1 104 (47.27%) AWS
2 89 (40.45%) Azure
3 70 (31.82%) GCP
4 30 (13.64%) Snowflake
5 24 (10.91%) Amazon S3
6 21 (9.55%) GitHub
7 20 (9.09%) Azure DevOps
7 20 (9.09%) Power Platform
8 14 (6.36%) AWS Lambda
9 13 (5.91%) Amazon EMR
10 12 (5.45%) Amazon ECS
10 12 (5.45%) GitHub Actions
11 11 (5.00%) Serverless
12 10 (4.55%) OpenShift
13 9 (4.09%) dbt
14 8 (3.64%) Azure Data Factory
15 7 (3.18%) PaaS
15 7 (3.18%) Salesforce Service Cloud
16 6 (2.73%) Amazon EKS
16 6 (2.73%) Amazon EventBridge
Communications & Networking
1 6 (2.73%) Kerberos
2 3 (1.36%) Broadband
2 3 (1.36%) DHCP
2 3 (1.36%) DNS
2 3 (1.36%) Firewall
2 3 (1.36%) IPv4
2 3 (1.36%) IPv6
2 3 (1.36%) SMTP
2 3 (1.36%) VPN
Database & Business Intelligence
1 40 (18.18%) Hadoop
2 37 (16.82%) Data Lake
2 37 (16.82%) Data Warehouse
3 32 (14.55%) NoSQL
4 26 (11.82%) PostgreSQL
5 19 (8.64%) Power BI
6 16 (7.27%) Amazon Redshift
7 15 (6.82%) BigQuery
8 14 (6.36%) Apache Hive
9 12 (5.45%) Amazon RDS
9 12 (5.45%) MongoDB
9 12 (5.45%) Relational Database
10 11 (5.00%) SQL Server
11 10 (4.55%) Metadata
11 10 (4.55%) Tableau
12 9 (4.09%) Elasticsearch
13 7 (3.18%) Amazon Athena
13 7 (3.18%) HBase
13 7 (3.18%) Spark SQL
14 6 (2.73%) Amazon Aurora
Development Applications
1 26 (11.82%) Jenkins
2 24 (10.91%) Git
3 22 (10.00%) GitLab
4 12 (5.45%) JIRA
5 7 (3.18%) Selenium
6 6 (2.73%) PowerDesigner
7 3 (1.36%) JUnit
7 3 (1.36%) Robot Framework
8 2 (0.91%) JMeter
8 2 (0.91%) LoadRunner
8 2 (0.91%) MLflow
9 1 (0.45%) Claude Code
9 1 (0.45%) eggPlant
9 1 (0.45%) Gatling
9 1 (0.45%) TeamCity
General
1 70 (31.82%) Social Skills
2 55 (25.00%) Finance
3 53 (24.09%) Analytical Skills
4 26 (11.82%) Banking
5 10 (4.55%) Public Sector
6 7 (3.18%) Marketing
7 6 (2.73%) Documentation Skills
7 6 (2.73%) Inclusion and Diversity
8 5 (2.27%) Investment Banking
8 5 (2.27%) Legal
8 5 (2.27%) Telecoms
9 3 (1.36%) Aerospace
9 3 (1.36%) Retail
10 2 (0.91%) Influencing Skills
10 2 (0.91%) Local Government
10 2 (0.91%) Organisational Skills
11 1 (0.45%) Agriculture
11 1 (0.45%) Financial Institution
11 1 (0.45%) Manufacturing
11 1 (0.45%) Police
Job Titles
1 60 (27.27%) Data Engineer
2 42 (19.09%) Architect
3 34 (15.45%) Senior
4 22 (10.00%) Developer
5 16 (7.27%) Solutions Architect
6 15 (6.82%) Lead
7 14 (6.36%) Analyst
7 14 (6.36%) Data Architect
8 12 (5.45%) Big Data Engineer
9 10 (4.55%) Data Analyst
10 9 (4.09%) Senior Data Engineer
11 7 (3.18%) Artificial Intelligence Engineer
11 7 (3.18%) Azure Engineer
11 7 (3.18%) DevOps Engineer
11 7 (3.18%) Java Developer
11 7 (3.18%) Test Engineer
12 6 (2.73%) Linux Engineer
12 6 (2.73%) Product Manager
12 6 (2.73%) Software Engineer
12 6 (2.73%) SQL DBA
Libraries, Frameworks & Software Standards
1 45 (20.45%) Kafka
2 32 (14.55%) Terraform
3 30 (13.64%) PySpark
4 19 (8.64%) REST
5 14 (6.36%) Spring
6 13 (5.91%) Spring Boot
7 12 (5.45%) Pandas
8 8 (3.64%) Apache NiFi
9 7 (3.18%) Elastic Stack
9 7 (3.18%) Middleware
9 7 (3.18%) NumPy
10 6 (2.73%) CSS
10 6 (2.73%) HTML
10 6 (2.73%) Play Framework
10 6 (2.73%) PyTorch
10 6 (2.73%) TensorFlow
11 5 (2.27%) Langfuse
11 5 (2.27%) Microsoft Graph
11 5 (2.27%) React
12 4 (1.82%) Node.js
Miscellaneous
1 37 (16.82%) Cloud Native
2 27 (12.27%) Distributed Systems
3 15 (6.82%) Clustering
4 13 (5.91%) Product Ownership
5 11 (5.00%) Virtual Team
6 7 (3.18%) Distributed Computing
7 6 (2.73%) Cyber Threat
7 6 (2.73%) Data Centre
7 6 (2.73%) Onboarding
8 5 (2.27%) Algorithms
8 5 (2.27%) Data Protection Act
8 5 (2.27%) Distributed Architecture
9 4 (1.82%) Data Structures
9 4 (1.82%) FMCG
10 3 (1.36%) AI Agents
10 3 (1.36%) Linux Command Line
10 3 (1.36%) Management Information System
10 3 (1.36%) PKI
10 3 (1.36%) Social Media
11 2 (0.91%) Analytical Mindset
Operating Systems
1 20 (9.09%) Linux
2 7 (3.18%) Unix
3 6 (2.73%) Red Hat Enterprise Linux
4 5 (2.27%) Windows
4 5 (2.27%) Windows Server
5 1 (0.45%) Windows Server 2003
Processes & Methodologies
1 104 (47.27%) Data Pipeline
2 93 (42.27%) Analytics
3 80 (36.36%) CI/CD
3 80 (36.36%) Data Engineering
4 77 (35.00%) Agile
5 69 (31.36%) ETL
6 61 (27.73%) AI
7 55 (25.00%) DevOps
8 48 (21.82%) Machine Learning
8 48 (21.82%) Problem-Solving
9 45 (20.45%) Data Modelling
10 43 (19.55%) Containerisation
11 42 (19.09%) Data Governance
12 40 (18.18%) Data Science
13 39 (17.73%) Scrum
14 37 (16.82%) Validation
15 31 (14.09%) Data Analysis
16 30 (13.64%) Cybersecurity
17 29 (13.18%) Microservices
17 29 (13.18%) Test Automation
Programming Languages
1 113 (51.36%) Python
2 95 (43.18%) SQL
3 53 (24.09%) Java
4 28 (12.73%) Scala
5 20 (9.09%) PowerShell
6 12 (5.45%) R
7 11 (5.00%) Bash
7 11 (5.00%) JavaScript
8 6 (2.73%) C#
9 4 (1.82%) SAS Macro
10 3 (1.36%) Rust
11 2 (0.91%) Go
11 2 (0.91%) Korn
11 2 (0.91%) Kusto Query Language
12 1 (0.45%) C
12 1 (0.45%) C++
12 1 (0.45%) MATLAB
12 1 (0.45%) PL/SQL
12 1 (0.45%) Shell Script
12 1 (0.45%) TypeScript
Qualifications
1 42 (19.09%) Security Cleared
2 29 (13.18%) SC Cleared
3 25 (11.36%) Degree
4 14 (6.36%) Computer Science Degree
5 11 (5.00%) Master's Degree
6 7 (3.18%) DV Cleared
7 6 (2.73%) Azure Certification
7 6 (2.73%) BPSS Clearance
8 4 (1.82%) AWS Certification
9 3 (1.36%) Microsoft Certification
9 3 (1.36%) PhD
10 2 (0.91%) (ISC)2 CCSP
10 2 (0.91%) Cisco Certification
10 2 (0.91%) CISSP
10 2 (0.91%) MCITP
10 2 (0.91%) MCTS
11 1 (0.45%) MBA
11 1 (0.45%) PMI Certification
11 1 (0.45%) PMP
Quality Assurance & Compliance
1 50 (22.73%) Data Quality
2 19 (8.64%) QA
3 10 (4.55%) GDPR
4 5 (2.27%) ISO/IEC 27001
4 5 (2.27%) NIST
5 3 (1.36%) SLA
6 2 (0.91%) Actionable Recommendations
6 2 (0.91%) PCI DSS
7 1 (0.45%) California Consumer Privacy Act
7 1 (0.45%) EMIR
7 1 (0.45%) IFRS
7 1 (0.45%) IFRS 9
7 1 (0.45%) MiFID
7 1 (0.45%) NCSC
System Software
1 46 (20.91%) Docker
2 9 (4.09%) VMware Infrastructure
3 7 (3.18%) Active Directory
4 4 (1.82%) HDFS
5 3 (1.36%) BitLocker
5 3 (1.36%) Hyper-V
5 3 (1.36%) Microsoft App-V
5 3 (1.36%) Terminal Services
5 3 (1.36%) VMware ESXi
6 2 (0.91%) Apache Flume
Systems Management
1 47 (21.36%) Kubernetes
2 13 (5.91%) Grafana
3 11 (5.00%) Puppet
4 10 (4.55%) Ansible
5 6 (2.73%) Kibana
5 6 (2.73%) Prometheus
5 6 (2.73%) Red Hat Satellite
6 5 (2.27%) Failover Clustering
7 3 (1.36%) Nagios
7 3 (1.36%) vCenter Server
7 3 (1.36%) vMotion
8 2 (0.91%) Control-M
9 1 (0.45%) HP ALM
9 1 (0.45%) Kubeflow
Vendors
1 48 (21.82%) Databricks
2 24 (10.91%) Microsoft
3 21 (9.55%) Google
4 12 (5.45%) Cloudera
4 12 (5.45%) Salesforce
5 11 (5.00%) Splunk
6 9 (4.09%) VMware
7 8 (3.64%) IBM
8 7 (3.18%) Foundry
8 7 (3.18%) Oracle
9 6 (2.73%) Cisco
9 6 (2.73%) Red Hat
10 5 (2.27%) Amplitude
11 4 (1.82%) HP
11 4 (1.82%) Informatica
11 4 (1.82%) Palantir
12 3 (1.36%) Citrix
12 3 (1.36%) Symantec
12 3 (1.36%) Teradata
13 2 (0.91%) OpenLink