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

6 months to
30 Jul 2026
Same period 2025 Same period 2024
Rank 398 246 195
Rank change year-on-year -152 -51 +42
Contract jobs citing Big Data 226 293 427
As % of all contract jobs in England 0.50% 1.07% 1.25%
As % of the Database & Business Intelligence category 3.26% 5.85% 6.90%
Number of daily rates quoted 149 207 308
10th Percentile £355 £406 £368
25th Percentile £449 £463 £456
Median daily rate (50th Percentile) £550 £550 £600
Median % change year-on-year - -8.33% -
75th Percentile £663 £675 £763
90th Percentile £739 £750 £850
UK median daily rate £550 £550 £584
% change year-on-year - -5.82% -2.67%
Number of hourly rates quoted 13 3 4
10th Percentile £61.30 £42.42 £37.75
25th Percentile £65.00 £47.61 £40.00
Median hourly rate £70.00 £57.50 £45.00
Median % change year-on-year +21.74% +27.78% -42.31%
75th Percentile £75.00 £79.38 £50.00
90th Percentile £87.00 £91.75 £52.25
UK median hourly rate £70.00 £57.50 £45.00
% change year-on-year +21.74% +27.78% -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 6,941 5,011 6,185
As % of all contract IT jobs advertised in England 15.36% 18.22% 18.15%
Number of daily rates quoted 4,644 3,470 4,436
10th Percentile £356 £344 £350
25th Percentile £419 £413 £425
Median daily rate (50th Percentile) £500 £515 £538
Median % change year-on-year -2.91% -4.19% -2.27%
75th Percentile £613 £638 £675
90th Percentile £700 £763 £825
UK median daily rate £500 £505 £525
% change year-on-year -0.99% -3.81% -2.78%
Number of hourly rates quoted 223 78 93
10th Percentile £16.00 £18.67 £13.80
25th Percentile £25.15 £23.50 £20.00
Median hourly rate £39.50 £34.58 £38.50
Median % change year-on-year +14.24% -10.19% -30.00%
75th Percentile £62.88 £63.75 £59.95
90th Percentile £76.90 £77.86 £71.50
UK median hourly rate £39.50 £35.00 £37.50
% change year-on-year +12.86% -6.67% -31.82%

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 30 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 30 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 30 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 -98 139 £600 +2.39% 85
North of England -54 32 £550 +7.32% 7
South East -88 19 £525 -4.55% 16
Midlands -71 15 £414 -3.72% 6
Yorkshire -39 14 £550 -8.33% 2
North East -38 10 £510 +10.27%
East Midlands -18 9 £495 +19.28%
South West -34 9 £515 +14.44% 9
North West -50 8 £600 +20.00% 5
West Midlands -70 6 £410 -20.02% 6
East of England -29 3 £540 +2.37% 5
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
1 120 (53.10%) Apache Spark
2 35 (15.49%) Apache Airflow
3 34 (15.04%) Apache
4 6 (2.65%) Confluence
4 6 (2.65%) SAS
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
7 3 (1.33%) JBoss
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%) SAP ERP
Cloud Services
1 115 (50.88%) AWS
2 89 (39.38%) Azure
3 73 (32.30%) GCP
4 32 (14.16%) Snowflake
5 26 (11.50%) Amazon S3
6 24 (10.62%) Power Platform
7 21 (9.29%) GitHub
8 16 (7.08%) AWS Lambda
8 16 (7.08%) Azure DevOps
9 14 (6.19%) Amazon EMR
9 14 (6.19%) Serverless
10 13 (5.75%) GitHub Actions
11 12 (5.31%) Amazon ECS
11 12 (5.31%) dbt
12 11 (4.87%) Azure Data Factory
12 11 (4.87%) OpenShift
13 7 (3.10%) Salesforce Service Cloud
14 6 (2.65%) Amazon Bedrock
14 6 (2.65%) Amazon EKS
14 6 (2.65%) Amazon EventBridge
Communications & Networking
1 3 (1.33%) Broadband
1 3 (1.33%) DHCP
1 3 (1.33%) DNS
1 3 (1.33%) Firewall
1 3 (1.33%) IPv4
1 3 (1.33%) IPv6
1 3 (1.33%) Kerberos
1 3 (1.33%) SMTP
1 3 (1.33%) VPN
Database & Business Intelligence
1 46 (20.35%) Hadoop
2 45 (19.91%) Data Warehouse
3 39 (17.26%) Data Lake
4 37 (16.37%) NoSQL
5 29 (12.83%) PostgreSQL
6 21 (9.29%) Power BI
7 17 (7.52%) Amazon Redshift
8 16 (7.08%) BigQuery
9 15 (6.64%) Relational Database
9 15 (6.64%) SQL Server
10 13 (5.75%) MongoDB
11 12 (5.31%) Amazon RDS
11 12 (5.31%) Apache Hive
12 11 (4.87%) Metadata
13 10 (4.42%) Tableau
14 9 (3.98%) Elasticsearch
15 8 (3.54%) Amazon Athena
15 8 (3.54%) Data Vault
15 8 (3.54%) Spark SQL
16 7 (3.10%) DynamoDB
Development Applications
1 26 (11.50%) Jenkins
2 25 (11.06%) Git
3 20 (8.85%) GitLab
4 11 (4.87%) JIRA
5 8 (3.54%) Selenium
6 5 (2.21%) PowerDesigner
7 4 (1.77%) Robot Framework
8 3 (1.33%) JUnit
9 2 (0.88%) MLflow
10 1 (0.44%) Claude Code
10 1 (0.44%) ERwin
10 1 (0.44%) Postman
10 1 (0.44%) TeamCity
General
1 72 (31.86%) Social Skills
2 61 (26.99%) Finance
3 53 (23.45%) Analytical Skills
4 30 (13.27%) Banking
5 11 (4.87%) Public Sector
6 7 (3.10%) Documentation Skills
6 7 (3.10%) Marketing
7 6 (2.65%) Inclusion and Diversity
7 6 (2.65%) Investment Banking
8 5 (2.21%) Legal
8 5 (2.21%) Telecoms
9 4 (1.77%) Retail
10 2 (0.88%) Aerospace
10 2 (0.88%) Influencing Skills
10 2 (0.88%) Local Government
10 2 (0.88%) Organisational Skills
11 1 (0.44%) Agriculture
11 1 (0.44%) Manufacturing
11 1 (0.44%) Police
11 1 (0.44%) Presentation Skills
Job Titles
1 62 (27.43%) Data Engineer
2 44 (19.47%) Architect
3 35 (15.49%) Senior
4 27 (11.95%) Developer
5 17 (7.52%) Data Architect
6 15 (6.64%) Lead
7 14 (6.19%) Analyst
7 14 (6.19%) Solutions Architect
8 12 (5.31%) Big Data Engineer
9 10 (4.42%) Senior Data Engineer
10 9 (3.98%) Data Analyst
11 8 (3.54%) Artificial Intelligence Engineer
11 8 (3.54%) Java Developer
12 6 (2.65%) Data Scientist
12 6 (2.65%) DBA
12 6 (2.65%) Senior Developer
12 6 (2.65%) Software Developer
12 6 (2.65%) Software Engineer
12 6 (2.65%) SQL DBA
12 6 (2.65%) Test Engineer
Libraries, Frameworks & Software Standards
1 51 (22.57%) Kafka
2 32 (14.16%) PySpark
3 20 (8.85%) REST
4 16 (7.08%) Spring
5 14 (6.19%) Spring Boot
6 11 (4.87%) Pandas
7 8 (3.54%) Apache NiFi
7 8 (3.54%) PyTorch
7 8 (3.54%) TensorFlow
8 7 (3.10%) CSS
8 7 (3.10%) HTML
8 7 (3.10%) NumPy
8 7 (3.10%) React
9 6 (2.65%) Play Framework
10 5 (2.21%) Elastic Stack
10 5 (2.21%) Langfuse
10 5 (2.21%) Microsoft Graph
10 5 (2.21%) Middleware
10 5 (2.21%) Node.js
11 4 (1.77%) Spark Streaming
Miscellaneous
1 37 (16.37%) Cloud Native
2 28 (12.39%) Distributed Systems
3 14 (6.19%) Product Ownership
4 12 (5.31%) Clustering
5 11 (4.87%) Virtual Team
6 7 (3.10%) Algorithms
6 7 (3.10%) Distributed Computing
7 6 (2.65%) Cyber Threat
7 6 (2.65%) Data Centre
8 5 (2.21%) Data Protection Act
8 5 (2.21%) Data Structures
8 5 (2.21%) Distributed Architecture
8 5 (2.21%) Onboarding
9 4 (1.77%) AI Agents
9 4 (1.77%) FMCG
10 3 (1.33%) Foreign Exchange (FX)
10 3 (1.33%) Management Information System
10 3 (1.33%) PKI
10 3 (1.33%) Social Media
11 2 (0.88%) IoT
Operating Systems
1 16 (7.08%) Linux
2 10 (4.42%) Unix
3 5 (2.21%) Windows
3 5 (2.21%) Windows Server
4 3 (1.33%) Red Hat Enterprise Linux
5 1 (0.44%) Windows Server 2003
Processes & Methodologies
1 109 (48.23%) Data Pipeline
2 102 (45.13%) Analytics
3 89 (39.38%) Agile
4 87 (38.50%) CI/CD
4 87 (38.50%) Data Engineering
5 74 (32.74%) ETL
6 64 (28.32%) AI
7 58 (25.66%) DevOps
8 56 (24.78%) Data Modelling
9 55 (24.34%) Machine Learning
10 52 (23.01%) Problem-Solving
11 48 (21.24%) Data Governance
12 46 (20.35%) Data Science
13 42 (18.58%) Containerisation
14 40 (17.70%) Scrum
15 38 (16.81%) Validation
16 31 (13.72%) Microservices
17 30 (13.27%) Decision-Making
17 30 (13.27%) Software Engineering
18 28 (12.39%) Data Analysis
Programming Languages
1 119 (52.65%) Python
2 103 (45.58%) SQL
3 52 (23.01%) Java
4 30 (13.27%) Scala
5 14 (6.19%) PowerShell
6 13 (5.75%) R
7 11 (4.87%) JavaScript
8 9 (3.98%) Bash
9 5 (2.21%) C#
9 5 (2.21%) SAS Macro
10 3 (1.33%) Rust
10 3 (1.33%) TypeScript
11 2 (0.88%) Go
11 2 (0.88%) Korn
11 2 (0.88%) Shell Script
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%) Perl
Qualifications
1 44 (19.47%) Security Cleared
2 30 (13.27%) SC Cleared
3 27 (11.95%) Degree
4 14 (6.19%) Master's Degree
5 13 (5.75%) Computer Science Degree
6 7 (3.10%) DV Cleared
7 6 (2.65%) BPSS Clearance
8 5 (2.21%) Azure Certification
9 4 (1.77%) AWS Certification
10 3 (1.33%) Microsoft Certification
10 3 (1.33%) PhD
11 2 (0.88%) (ISC)2 CCSP
11 2 (0.88%) Cisco Certification
11 2 (0.88%) CISSP
11 2 (0.88%) MCITP
11 2 (0.88%) MCTS
11 2 (0.88%) TOGAF Certification
12 1 (0.44%) MBA
Quality Assurance & Compliance
1 55 (24.34%) Data Quality
2 21 (9.29%) 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%) PCI DSS
7 1 (0.44%) California Consumer Privacy Act
7 1 (0.44%) NCSC
7 1 (0.44%) Sarbanes-Oxley
System Software
1 46 (20.35%) Docker
2 7 (3.10%) Active Directory
3 6 (2.65%) HDFS
3 6 (2.65%) VMware Infrastructure
4 3 (1.33%) BitLocker
4 3 (1.33%) Hyper-V
4 3 (1.33%) Microsoft App-V
4 3 (1.33%) Terminal Services
4 3 (1.33%) VMware ESXi
5 2 (0.88%) Apache Flume
Systems Management
1 47 (20.80%) Kubernetes
2 30 (13.27%) Terraform
3 11 (4.87%) Grafana
4 10 (4.42%) Ansible
5 8 (3.54%) Puppet
6 6 (2.65%) Kibana
6 6 (2.65%) Prometheus
7 3 (1.33%) Nagios
7 3 (1.33%) Red Hat Satellite
7 3 (1.33%) vCenter Server
7 3 (1.33%) vMotion
8 2 (0.88%) Failover Clustering
9 1 (0.44%) Control-M
9 1 (0.44%) HP ALM
9 1 (0.44%) Kubeflow
Vendors
1 47 (20.80%) Databricks
2 25 (11.06%) Microsoft
3 20 (8.85%) Google
4 12 (5.31%) Salesforce
5 9 (3.98%) Splunk
6 8 (3.54%) Cloudera
6 8 (3.54%) Oracle
7 7 (3.10%) Foundry
8 6 (2.65%) VMware
9 5 (2.21%) Amplitude
9 5 (2.21%) IBM
9 5 (2.21%) Informatica
10 4 (1.77%) HP
10 4 (1.77%) Palantir
10 4 (1.77%) Talend
11 3 (1.33%) Ab Initio
11 3 (1.33%) Cisco
11 3 (1.33%) Citrix
11 3 (1.33%) Red Hat
11 3 (1.33%) Teradata