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 25 June 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Jun 2026
Same period 2025 Same period 2024
Rank 397 218 210
Rank change year-on-year -179 -8 +17
Contract jobs citing Big Data 212 303 435
As % of all contract jobs in England 0.49% 1.21% 1.16%
As % of the Database & Business Intelligence category 3.20% 6.46% 6.69%
Number of daily rates quoted 141 210 327
10th Percentile £355 £408 £363
25th Percentile £450 £483 £450
Median daily rate (50th Percentile) £550 £561 £585
Median % change year-on-year -2.00% -4.06% -2.50%
75th Percentile £650 £675 £750
90th Percentile £813 £750 £850
UK median daily rate £550 £555 £575
% change year-on-year -0.90% -3.48% -4.17%
Number of hourly rates quoted 13 3 10
10th Percentile £61.30 £42.42 £18.20
25th Percentile £65.00 £47.61 £19.90
Median hourly rate £70.00 £57.50 £40.00
Median % change year-on-year +21.74% +43.75% -48.72%
75th Percentile £75.00 £79.38 £46.56
90th Percentile £87.00 £91.75 £51.13
UK median hourly rate £70.00 £57.50 £40.00
% change year-on-year +21.74% +43.75% -48.72%

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 6,625 4,690 6,499
As % of all contract IT jobs advertised in England 15.26% 18.68% 17.36%
Number of daily rates quoted 4,490 3,258 4,685
10th Percentile £350 £358 £350
25th Percentile £413 £418 £425
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £600 £650 £675
90th Percentile £700 £775 £800
UK median daily rate £500 £514 £525
% change year-on-year -2.72% -2.10% -2.33%
Number of hourly rates quoted 214 84 142
10th Percentile £14.00 £18.89 £14.00
25th Percentile £23.05 £24.63 £20.77
Median hourly rate £38.25 £33.50 £40.00
Median % change year-on-year +14.20% -16.26% -30.43%
75th Percentile £71.13 £62.44 £51.87
90th Percentile £77.50 £75.25 £71.50
UK median hourly rate £39.50 £34.99 £40.00
% change year-on-year +12.89% -12.53% -30.43%

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 25 June 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 25 June 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 25 June 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 -107 131 £590 +0.68% 28
North of England -65 31 £525 -11.39% 12
South East -82 19 £550 - 14
North East -26 12 £450 -2.70% 3
Yorkshire -49 12 £569 -5.21% 2
Midlands -74 10 £540 +8.00% 2
South West -42 8 £525 -18.45% 11
East Midlands -24 7 £505 +23.17% 1
North West -44 7 - - 7
East of England -42 3 £540 -16.92% 2
West Midlands -65 3 £640 +24.90% 1
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
1 114 (53.77%) Apache Spark
2 32 (15.09%) Apache
2 32 (15.09%) Apache Airflow
3 6 (2.83%) Microsoft Exchange
3 6 (2.83%) SAS
4 5 (2.36%) SharePoint
5 4 (1.89%) Jupyter
6 2 (0.94%) Confluence
7 1 (0.47%) Apache Pig
7 1 (0.47%) Camunda
7 1 (0.47%) Palantir Foundry
Business Applications
1 2 (0.94%) Endur
2 1 (0.47%) SAP ERP
Cloud Services
1 114 (53.77%) AWS
2 90 (42.45%) Azure
3 74 (34.91%) GCP
4 33 (15.57%) Snowflake
5 26 (12.26%) Amazon S3
6 22 (10.38%) GitHub
7 21 (9.91%) Power Platform
8 18 (8.49%) AWS Lambda
9 16 (7.55%) Serverless
10 15 (7.08%) Azure DevOps
11 14 (6.60%) Amazon EMR
11 14 (6.60%) GitHub Actions
11 14 (6.60%) OpenShift
12 12 (5.66%) dbt
13 11 (5.19%) Amazon ECS
14 10 (4.72%) Azure Data Factory
15 7 (3.30%) Salesforce Service Cloud
16 5 (2.36%) Amazon EKS
16 5 (2.36%) Amazon SQS
16 5 (2.36%) Azure Cosmos DB
Communications & Networking
1 3 (1.42%) DHCP
1 3 (1.42%) DNS
1 3 (1.42%) Firewall
1 3 (1.42%) IPv4
1 3 (1.42%) IPv6
1 3 (1.42%) SMTP
1 3 (1.42%) VPN
Database & Business Intelligence
1 46 (21.70%) Hadoop
2 43 (20.28%) Data Warehouse
3 42 (19.81%) NoSQL
4 34 (16.04%) PostgreSQL
5 30 (14.15%) Data Lake
6 19 (8.96%) Relational Database
7 17 (8.02%) SQL Server
8 16 (7.55%) Power BI
9 15 (7.08%) Amazon Redshift
9 15 (7.08%) BigQuery
10 14 (6.60%) MongoDB
11 11 (5.19%) Amazon RDS
11 11 (5.19%) Elasticsearch
12 10 (4.72%) Tableau
13 8 (3.77%) Data Vault
13 8 (3.77%) DynamoDB
13 8 (3.77%) Metadata
14 7 (3.30%) Amazon Athena
14 7 (3.30%) Delta Lake
14 7 (3.30%) RDBMS
Development Applications
1 28 (13.21%) Git
2 26 (12.26%) Jenkins
3 20 (9.43%) GitLab
4 9 (4.25%) Selenium
5 7 (3.30%) JIRA
6 6 (2.83%) Robot Framework
7 5 (2.36%) PowerDesigner
8 3 (1.42%) JUnit
8 3 (1.42%) Postman
9 2 (0.94%) MLflow
10 1 (0.47%) Claude Code
10 1 (0.47%) ERwin
General
1 68 (32.08%) Finance
2 67 (31.60%) Social Skills
3 47 (22.17%) Analytical Skills
4 31 (14.62%) Banking
5 9 (4.25%) Public Sector
6 7 (3.30%) Documentation Skills
7 6 (2.83%) Investment Banking
8 5 (2.36%) Marketing
8 5 (2.36%) Telecoms
9 4 (1.89%) Inclusion and Diversity
9 4 (1.89%) Legal
9 4 (1.89%) Retail
10 2 (0.94%) Aerospace
10 2 (0.94%) Influencing Skills
10 2 (0.94%) Local Government
10 2 (0.94%) Organisational Skills
11 1 (0.47%) Agriculture
11 1 (0.47%) Front Office
11 1 (0.47%) Pharmaceutical
11 1 (0.47%) Presentation Skills
Job Titles
1 59 (27.83%) Data Engineer
2 34 (16.04%) Architect
3 26 (12.26%) Developer
3 26 (12.26%) Senior
4 21 (9.91%) Lead
5 17 (8.02%) Analyst
6 12 (5.66%) Data Architect
7 11 (5.19%) Big Data Engineer
7 11 (5.19%) Data Analyst
7 11 (5.19%) Solutions Architect
8 9 (4.25%) Data Scientist
8 9 (4.25%) Java Developer
9 8 (3.77%) QA Engineer
10 7 (3.30%) Artificial Intelligence Engineer
10 7 (3.30%) Java Engineer
10 7 (3.30%) Senior Data Engineer
11 6 (2.83%) DBA
11 6 (2.83%) Scala Engineer
11 6 (2.83%) SQL DBA
11 6 (2.83%) Test Engineer
Libraries, Frameworks & Software Standards
1 46 (21.70%) Kafka
2 25 (11.79%) PySpark
3 20 (9.43%) Spring
4 18 (8.49%) REST
4 18 (8.49%) Spring Boot
5 9 (4.25%) Pandas
5 9 (4.25%) React
6 8 (3.77%) CSS
6 8 (3.77%) HTML
6 8 (3.77%) PyTorch
6 8 (3.77%) TensorFlow
7 6 (2.83%) NumPy
7 6 (2.83%) Play Framework
8 5 (2.36%) Microsoft Graph
8 5 (2.36%) Middleware
8 5 (2.36%) Node.js
8 5 (2.36%) scikit-learn
9 4 (1.89%) Apache NiFi
10 3 (1.42%) Elastic Stack
10 3 (1.42%) Keras
Miscellaneous
1 29 (13.68%) Cloud Native
2 25 (11.79%) Distributed Systems
3 14 (6.60%) Product Ownership
4 9 (4.25%) Algorithms
4 9 (4.25%) Clustering
5 8 (3.77%) Distributed Computing
5 8 (3.77%) Virtual Team
6 6 (2.83%) Data Centre
7 5 (2.36%) Cyber Threat
7 5 (2.36%) Distributed Architecture
8 4 (1.89%) FMCG
9 3 (1.42%) Data Protection Act
9 3 (1.42%) Foreign Exchange (FX)
9 3 (1.42%) Management Information System
9 3 (1.42%) PKI
10 2 (0.94%) Analytical Mindset
10 2 (0.94%) Data Structures
10 2 (0.94%) Educational Technology
10 2 (0.94%) IoT
10 2 (0.94%) Legacy Systems
Operating Systems
1 13 (6.13%) Linux
2 12 (5.66%) Unix
3 5 (2.36%) Windows
3 5 (2.36%) Windows Server
4 1 (0.47%) Windows Server 2003
Processes & Methodologies
1 96 (45.28%) Analytics
1 96 (45.28%) Data Pipeline
2 94 (44.34%) CI/CD
3 91 (42.92%) Data Engineering
4 86 (40.57%) Agile
5 69 (32.55%) ETL
6 63 (29.72%) AI
7 58 (27.36%) DevOps
8 53 (25.00%) Machine Learning
9 51 (24.06%) Data Modelling
10 47 (22.17%) Data Science
11 46 (21.70%) Data Governance
12 45 (21.23%) Problem-Solving
13 41 (19.34%) Containerisation
14 38 (17.92%) Scrum
15 32 (15.09%) Validation
16 30 (14.15%) Decision-Making
16 30 (14.15%) Microservices
17 27 (12.74%) Data Analysis
18 25 (11.79%) Software Engineering
Programming Languages
1 114 (53.77%) Python
2 103 (48.58%) SQL
3 49 (23.11%) Java
4 29 (13.68%) Scala
5 16 (7.55%) R
6 10 (4.72%) JavaScript
7 9 (4.25%) Bash
8 7 (3.30%) PowerShell
9 5 (2.36%) SAS Macro
10 3 (1.42%) Rust
10 3 (1.42%) TypeScript
11 2 (0.94%) C#
11 2 (0.94%) Shell Script
12 1 (0.47%) C
12 1 (0.47%) C++
12 1 (0.47%) Data Analysis Expressions
12 1 (0.47%) Korn
12 1 (0.47%) MATLAB
12 1 (0.47%) Perl
Qualifications
1 39 (18.40%) Security Cleared
2 29 (13.68%) Degree
2 29 (13.68%) SC Cleared
3 14 (6.60%) Computer Science Degree
4 12 (5.66%) Master's Degree
5 5 (2.36%) Azure Certification
5 5 (2.36%) DV Cleared
6 4 (1.89%) BPSS Clearance
7 3 (1.42%) AWS Certification
7 3 (1.42%) Microsoft Certification
8 2 (0.94%) (ISC)2 CCSP
8 2 (0.94%) Cisco Certification
8 2 (0.94%) CISSP
8 2 (0.94%) MCITP
8 2 (0.94%) MCTS
8 2 (0.94%) PhD
8 2 (0.94%) TOGAF Certification
9 1 (0.47%) ISTQB
Quality Assurance & Compliance
1 48 (22.64%) Data Quality
2 21 (9.91%) QA
3 10 (4.72%) GDPR
4 5 (2.36%) ISO/IEC 27001
4 5 (2.36%) NIST
5 2 (0.94%) PCI DSS
5 2 (0.94%) Sarbanes-Oxley
6 1 (0.47%) Actionable Recommendations
6 1 (0.47%) ISO 13485
System Software
1 50 (23.58%) Docker
2 6 (2.83%) Active Directory
3 4 (1.89%) HDFS
4 3 (1.42%) BitLocker
4 3 (1.42%) Hyper-V
4 3 (1.42%) Microsoft App-V
4 3 (1.42%) Terminal Services
4 3 (1.42%) VMware ESXi
4 3 (1.42%) VMware Infrastructure
5 1 (0.47%) Apache Flume
Systems Management
1 53 (25.00%) Kubernetes
2 30 (14.15%) Terraform
3 12 (5.66%) Grafana
4 9 (4.25%) Ansible
5 6 (2.83%) Kibana
5 6 (2.83%) Prometheus
6 4 (1.89%) Puppet
7 3 (1.42%) Nagios
7 3 (1.42%) vCenter Server
7 3 (1.42%) vMotion
8 1 (0.47%) Control-M
8 1 (0.47%) HP ALM
8 1 (0.47%) Kubeflow
Vendors
1 40 (18.87%) Databricks
2 25 (11.79%) Microsoft
3 14 (6.60%) Google
4 12 (5.66%) Salesforce
5 8 (3.77%) Oracle
6 6 (2.83%) Informatica
6 6 (2.83%) Splunk
7 5 (2.36%) Ab Initio
7 5 (2.36%) Amplitude
7 5 (2.36%) IBM
7 5 (2.36%) Teradata
8 4 (1.89%) HP
8 4 (1.89%) OpenAI
9 3 (1.42%) Citrix
9 3 (1.42%) Cloudera
9 3 (1.42%) Foundry
9 3 (1.42%) Symantec
9 3 (1.42%) Talend
9 3 (1.42%) VMware
10 2 (0.94%) OpenLink