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 4 March 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Mar 2026
Same period 2025 Same period 2024
Rank 366 232 234
Rank change year-on-year -134 +2 -57
Contract jobs citing Big Data 205 274 373
As % of all contract jobs in England 0.57% 1.09% 0.99%
As % of the Database & Business Intelligence category 3.53% 5.76% 6.17%
Number of daily rates quoted 158 178 270
10th Percentile £320 £393 £399
25th Percentile £400 £450 £475
Median daily rate (50th Percentile) £525 £543 £550
Median % change year-on-year -3.36% -1.23% -8.33%
75th Percentile £650 £675 £725
90th Percentile £787 £746 £789
UK median daily rate £500 £525 £550
% change year-on-year -4.76% -4.55% -8.33%
Number of hourly rates quoted 4 2 21
10th Percentile - £51.75 £18.20
25th Percentile £65.00 £52.50 £26.24
Median hourly rate £70.00 £55.00 £45.00
Median % change year-on-year +27.27% +22.22% +3.14%
75th Percentile £78.75 £57.50 £47.50
90th Percentile £85.50 £58.25 £51.58
UK median hourly rate £66.72 £55.00 £45.00
% change year-on-year +21.31% +22.22% +14.46%

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 5,803 4,759 6,047
As % of all contract IT jobs advertised in England 16.14% 18.91% 16.06%
Number of daily rates quoted 4,044 3,274 4,323
10th Percentile £343 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £538 £525
Median % change year-on-year -6.98% +2.38% -4.55%
75th Percentile £600 £663 £662
90th Percentile £700 £775 £750
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 111 85 152
10th Percentile £18.25 £22.27 £15.62
25th Percentile £26.88 £24.75 £21.48
Median hourly rate £50.00 £38.11 £42.50
Median % change year-on-year +31.20% -10.33% -24.95%
75th Percentile £74.84 £65.00 £61.75
90th Percentile £85.25 £70.00 £77.40
UK median hourly rate £52.50 £32.81 £42.50
% change year-on-year +60.01% -22.80% -23.70%

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 4 March 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 4 March 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 4 March 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 -70 136 £550 +7.32% 64
South East -41 20 £475 -5.00% 19
North of England -64 18 £475 -26.92% 20
North West -34 12 £473 -30.00% 16
Midlands -63 11 £428 -14.50% 3
South West -32 8 £525 -21.35% 3
East Midlands -30 7 £410 - 1
North East -17 5 £500 +14.74% 2
West Midlands -57 4 £449 -12.40% 2
East of England -35 1 - - 11
Yorkshire -67 1 - - 3
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 99 (48.29%) Apache Spark
2 29 (14.15%) Apache
3 21 (10.24%) Apache Airflow
4 12 (5.85%) Confluence
5 6 (2.93%) Palantir Foundry
6 4 (1.95%) SharePoint
7 3 (1.46%) Microsoft Exchange
7 3 (1.46%) SAS
8 2 (0.98%) Jupyter
9 1 (0.49%) Camunda
Applications
1 1 (0.49%) Microsoft Excel
1 1 (0.49%) Microsoft Office
1 1 (0.49%) Microsoft PowerPoint
1 1 (0.49%) MS Visio
Business Applications
1 2 (0.98%) Salesforce CRM
Cloud Services
1 93 (45.37%) AWS
2 70 (34.15%) Azure
3 51 (24.88%) GCP
4 24 (11.71%) Power Platform
5 22 (10.73%) Serverless
5 22 (10.73%) Snowflake
6 18 (8.78%) GitHub
7 13 (6.34%) GitHub Actions
8 12 (5.85%) Amazon S3
8 12 (5.85%) AWS Lambda
9 8 (3.90%) Azure Data Factory
10 7 (3.41%) Azure DevOps
11 6 (2.93%) Amazon CloudWatch
11 6 (2.93%) Amazon ECS
11 6 (2.93%) dbt
12 5 (2.44%) Amazon EKS
12 5 (2.44%) Amazon EMR
12 5 (2.44%) AWS CloudFormation
12 5 (2.44%) Microsoft Copilot
12 5 (2.44%) OpenShift
Communications & Networking
1 3 (1.46%) Kerberos
1 3 (1.46%) VPN
2 1 (0.49%) TCP/IP
Database & Business Intelligence
1 69 (33.66%) Hadoop
2 49 (23.90%) Data Warehouse
3 35 (17.07%) NoSQL
4 25 (12.20%) Relational Database
5 22 (10.73%) Data Lake
6 20 (9.76%) Power BI
6 20 (9.76%) SQL Server
7 16 (7.80%) Metadata
7 16 (7.80%) PostgreSQL
8 14 (6.83%) Apache Hive
9 13 (6.34%) Elasticsearch
10 12 (5.85%) RDBMS
10 12 (5.85%) Tableau
11 11 (5.37%) Impala
12 9 (4.39%) BigQuery
13 7 (3.41%) HBase
14 6 (2.93%) Amazon Redshift
14 6 (2.93%) Data Mining
14 6 (2.93%) MongoDB
14 6 (2.93%) Star Schema
Development Applications
1 22 (10.73%) Git
2 20 (9.76%) Jenkins
3 17 (8.29%) GitLab
4 16 (7.80%) JIRA
5 4 (1.95%) MLflow
5 4 (1.95%) Postman
5 4 (1.95%) PowerDesigner
5 4 (1.95%) Robot Framework
5 4 (1.95%) Selenium
6 3 (1.46%) ERwin
7 2 (0.98%) Team Foundation Server
8 1 (0.49%) Artifactory
8 1 (0.49%) Cucumber
8 1 (0.49%) Cypress.io
8 1 (0.49%) Gradle
8 1 (0.49%) JMeter
8 1 (0.49%) JUnit
8 1 (0.49%) NUnit
8 1 (0.49%) SpecFlow
8 1 (0.49%) Visual Studio
General
1 80 (39.02%) Social Skills
2 73 (35.61%) Finance
3 30 (14.63%) Banking
4 29 (14.15%) Analytical Skills
5 12 (5.85%) Public Sector
6 5 (2.44%) Investment Banking
7 4 (1.95%) Telecoms
8 3 (1.46%) Inclusion and Diversity
9 2 (0.98%) Financial Institution
9 2 (0.98%) Front Office
9 2 (0.98%) Manufacturing
9 2 (0.98%) Marketing
9 2 (0.98%) Presentation Skills
10 1 (0.49%) Corporate Banking
10 1 (0.49%) Documentation Skills
10 1 (0.49%) Military
10 1 (0.49%) Retail
10 1 (0.49%) Retail Banking
Job Titles
1 54 (26.34%) Data Engineer
2 28 (13.66%) Senior
3 27 (13.17%) Lead
4 22 (10.73%) Architect
4 22 (10.73%) Developer
5 17 (8.29%) Data Architect
5 17 (8.29%) Data Scientist
6 14 (6.83%) Analyst
7 11 (5.37%) Data Analyst
8 7 (3.41%) Machine Learning Engineer
8 7 (3.41%) Platform Engineer
8 7 (3.41%) QA Engineer
8 7 (3.41%) Senior Data Engineer
9 6 (2.93%) AWS Engineer
9 6 (2.93%) Big Data Engineer
9 6 (2.93%) Java Engineer
9 6 (2.93%) Software Engineer
10 5 (2.44%) Business Intelligence Manager
10 5 (2.44%) Java Developer
10 5 (2.44%) Senior Manager
Libraries, Frameworks & Software Standards
1 40 (19.51%) Kafka
2 27 (13.17%) PySpark
3 16 (7.80%) scikit-learn
4 13 (6.34%) Apache NiFi
5 12 (5.85%) Pandas
5 12 (5.85%) TensorFlow
6 10 (4.88%) Spring
7 9 (4.39%) HTML
7 9 (4.39%) PyTorch
7 9 (4.39%) React
7 9 (4.39%) Spring Boot
8 8 (3.90%) NumPy
9 7 (3.41%) pytest
9 7 (3.41%) RabbitMQ
9 7 (3.41%) Spark Streaming
10 6 (2.93%) RESTful
11 5 (2.44%) .NET
11 5 (2.44%) Flask
11 5 (2.44%) JSON
11 5 (2.44%) YAML
Miscellaneous
1 19 (9.27%) Cloud Native
2 15 (7.32%) Distributed Computing
3 10 (4.88%) Algorithms
4 8 (3.90%) Data Structures
5 6 (2.93%) Distributed Systems
6 4 (1.95%) Derivative
6 4 (1.95%) Foreign Exchange (FX)
6 4 (1.95%) Product Ownership
7 3 (1.46%) AI Agents
7 3 (1.46%) Analytical Mindset
7 3 (1.46%) Data Protection Act
7 3 (1.46%) Hybrid Cloud
7 3 (1.46%) Management Information System
8 2 (0.98%) FMCG
8 2 (0.98%) Onboarding
8 2 (0.98%) Reference Data
9 1 (0.49%) Credit Risk
9 1 (0.49%) Hedge funds
9 1 (0.49%) Media Streaming
9 1 (0.49%) Taxonomies
Operating Systems
1 14 (6.83%) Linux
2 9 (4.39%) Unix
3 1 (0.49%) Windows
Processes & Methodologies
1 82 (40.00%) Analytics
2 72 (35.12%) ETL
3 68 (33.17%) Data Engineering
4 67 (32.68%) Data Pipeline
5 66 (32.20%) CI/CD
6 65 (31.71%) Agile
7 63 (30.73%) Data Modelling
8 54 (26.34%) Data Governance
9 52 (25.37%) AI
9 52 (25.37%) Machine Learning
10 46 (22.44%) Problem-Solving
11 45 (21.95%) Data Science
12 42 (20.49%) DevOps
13 33 (16.10%) Visualisation
14 31 (15.12%) Business Intelligence
15 30 (14.63%) Software Engineering
16 28 (13.66%) Decision-Making
17 27 (13.17%) Computer Science
18 26 (12.68%) Containerisation
19 24 (11.71%) Data Analysis
Programming Languages
1 130 (63.41%) Python
2 109 (53.17%) SQL
3 40 (19.51%) Java
4 22 (10.73%) Scala
5 21 (10.24%) R
6 12 (5.85%) JavaScript
7 11 (5.37%) C++
8 10 (4.88%) C#
9 7 (3.41%) Bash
10 6 (2.93%) Shell Script
11 3 (1.46%) SAS Macro
12 2 (0.98%) Ada
12 2 (0.98%) Perl
12 2 (0.98%) T-SQL
12 2 (0.98%) TypeScript
13 1 (0.49%) Go
13 1 (0.49%) Korn
13 1 (0.49%) PL/SQL
13 1 (0.49%) PowerShell
Qualifications
1 45 (21.95%) Security Cleared
2 32 (15.61%) SC Cleared
3 28 (13.66%) Degree
4 19 (9.27%) Computer Science Degree
5 16 (7.80%) DV Cleared
6 15 (7.32%) Master's Degree
7 3 (1.46%) AWS Certification
7 3 (1.46%) BPSS Clearance
7 3 (1.46%) PhD
8 2 (0.98%) Azure Certification
8 2 (0.98%) TOGAF Certification
9 1 (0.49%) HP APS
9 1 (0.49%) ISTQB
9 1 (0.49%) ITIL Certification
9 1 (0.49%) OCP
9 1 (0.49%) Oracle Certification
9 1 (0.49%) Postgraduate
Quality Assurance & Compliance
1 49 (23.90%) Data Quality
2 14 (6.83%) QA
3 13 (6.34%) GDPR
4 3 (1.46%) California Consumer Privacy Act
4 3 (1.46%) Sarbanes-Oxley
5 2 (0.98%) Accessibility
5 2 (0.98%) Actionable Recommendations
5 2 (0.98%) PCI DSS
6 1 (0.49%) HIPAA
6 1 (0.49%) IFRS
6 1 (0.49%) IFRS 17
6 1 (0.49%) ISO 13485
6 1 (0.49%) Solvency II
System Software
1 36 (17.56%) Docker
2 11 (5.37%) HDFS
Systems Management
1 40 (19.51%) Kubernetes
2 14 (6.83%) Terraform
3 6 (2.93%) Grafana
4 5 (2.44%) Prometheus
5 3 (1.46%) Ansible
5 3 (1.46%) Argo
5 3 (1.46%) Nagios
5 3 (1.46%) Rancher
6 2 (0.98%) Kibana
7 1 (0.49%) HP ALM
7 1 (0.49%) logstash
7 1 (0.49%) Tivoli
Vendors
1 37 (18.05%) Databricks
2 14 (6.83%) Microsoft
3 13 (6.34%) Google
4 9 (4.39%) Cloudera
5 8 (3.90%) Foundry
6 7 (3.41%) Ab Initio
7 6 (2.93%) Informatica
7 6 (2.93%) Palantir
8 5 (2.44%) IBM
8 5 (2.44%) OpenAI
8 5 (2.44%) Oracle
9 3 (1.46%) Teradata
10 2 (0.98%) Salesforce
10 2 (0.98%) Sybase
10 2 (0.98%) Talend
11 1 (0.49%) Atlassian
11 1 (0.49%) Guidewire
11 1 (0.49%) HP