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 16 January 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Jan 2026
Same period 2025 Same period 2024
Rank 347 229 240
Rank change year-on-year -118 +11 -70
Contract jobs citing Big Data 201 298 359
As % of all contract jobs in England 0.63% 1.11% 0.99%
As % of the Database & Business Intelligence category 3.78% 6.01% 6.03%
Number of daily rates quoted 161 181 231
10th Percentile £313 £400 £415
25th Percentile £400 £475 £500
Median daily rate (50th Percentile) £500 £575 £575
Median % change year-on-year -13.04% - -4.17%
75th Percentile £619 £688 £700
90th Percentile £800 £763 £800
UK median daily rate £500 £565 £550
% change year-on-year -11.50% +2.73% -8.33%
Number of hourly rates quoted 0 4 21
10th Percentile - £30.25 £26.24
25th Percentile - £43.75 £42.50
Median hourly rate - £52.50 £46.18
Median % change year-on-year - +13.69% +5.84%
75th Percentile - £53.75 £52.50
90th Percentile - - £78.00
UK median hourly rate - £52.50 £46.18
% change year-on-year - +13.69% +5.84%

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 5,324 4,957 5,949
As % of all contract IT jobs advertised in England 16.72% 18.39% 16.46%
Number of daily rates quoted 3,722 3,293 4,253
10th Percentile £328 £350 £357
25th Percentile £413 £425 £438
Median daily rate (50th Percentile) £500 £545 £550
Median % change year-on-year -8.26% -0.91% -
75th Percentile £613 £663 £656
90th Percentile £710 £775 £750
UK median daily rate £500 £525 £533
% change year-on-year -4.76% -1.50% -3.09%
Number of hourly rates quoted 79 71 139
10th Percentile £18.25 £21.25 £18.18
25th Percentile £29.00 £24.25 £23.00
Median hourly rate £43.50 £39.50 £46.18
Median % change year-on-year +10.13% -14.47% -16.04%
75th Percentile £69.63 £64.73 £64.45
90th Percentile £84.00 £73.75 £78.00
UK median hourly rate £43.50 £35.00 £46.18
% change year-on-year +24.29% -24.21% -16.04%

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 16 January 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
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 16 January 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 -48 138 £550 - 46
Midlands -35 16 £420 -31.37% 11
North of England -50 15 £445 -31.54% 20
North West -8 13 £473 -30.00% 10
East Midlands -17 13 £420 -23.64% 9
South East -39 13 £380 -45.23% 54
South West -33 9 £525 -21.35% 11
West Midlands -37 3 £447 -26.96% 2
North East -21 1 £375 -8.31% 4
East of England -26 1 £505 -22.31% 21
Yorkshire -57 1 - - 6
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 91 (45.27%) Apache Spark
2 32 (15.92%) Apache
3 21 (10.45%) Apache Airflow
4 16 (7.96%) Confluence
5 4 (1.99%) SharePoint
6 2 (1.00%) Apache Pig
6 2 (1.00%) Jupyter
6 2 (1.00%) Microsoft Exchange
6 2 (1.00%) SAS
7 1 (0.50%) Apache Superset
7 1 (0.50%) IIS
7 1 (0.50%) Luigi
7 1 (0.50%) nginx
Applications
1 2 (1.00%) MS Visio
2 1 (0.50%) Microsoft Excel
2 1 (0.50%) Microsoft Office
2 1 (0.50%) Microsoft PowerPoint
Business Applications
1 2 (1.00%) Salesforce CRM
2 1 (0.50%) Distributed Ledger
Cloud Services
1 79 (39.30%) AWS
2 57 (28.36%) Azure
3 40 (19.90%) GCP
4 26 (12.94%) Serverless
5 22 (10.95%) Power Platform
6 18 (8.96%) Snowflake
7 15 (7.46%) GitHub
8 10 (4.98%) Amazon S3
8 10 (4.98%) AWS Lambda
8 10 (4.98%) GitHub Actions
9 7 (3.48%) Amazon ECS
9 7 (3.48%) Azure Data Factory
10 6 (2.99%) Amazon SageMaker
11 5 (2.49%) Amazon CloudWatch
11 5 (2.49%) Amazon EKS
11 5 (2.49%) Azure DevOps
11 5 (2.49%) Microsoft Copilot
12 4 (1.99%) Amazon EC2
12 4 (1.99%) Azure Synapse Analytics
13 3 (1.49%) Cloud Computing
Communications & Networking
1 3 (1.49%) Kerberos
1 3 (1.49%) VPN
2 1 (0.50%) HTTP
2 1 (0.50%) TCP/IP
Database & Business Intelligence
1 72 (35.82%) Hadoop
2 39 (19.40%) Data Warehouse
3 31 (15.42%) NoSQL
4 23 (11.44%) Apache Hive
4 23 (11.44%) Data Lake
5 22 (10.95%) Relational Database
6 21 (10.45%) Power BI
6 21 (10.45%) SQL Server
7 18 (8.96%) Elasticsearch
7 18 (8.96%) Metadata
8 16 (7.96%) Tableau
9 14 (6.97%) RDBMS
10 13 (6.47%) HBase
11 12 (5.97%) Impala
12 11 (5.47%) PostgreSQL
13 8 (3.98%) Amazon Redshift
13 8 (3.98%) BigQuery
14 7 (3.48%) Azure SQL Database
15 6 (2.99%) MongoDB
15 6 (2.99%) SQL Server Integration Services
Development Applications
1 22 (10.95%) Git
2 20 (9.95%) JIRA
3 18 (8.96%) Jenkins
4 16 (7.96%) GitLab
5 6 (2.99%) ERwin
6 5 (2.49%) MLflow
7 4 (1.99%) ER Studio
8 3 (1.49%) Selenium
9 2 (1.00%) Cypress.io
9 2 (1.00%) Gradle
9 2 (1.00%) Postman
9 2 (1.00%) Robot Framework
9 2 (1.00%) Team Foundation Server
10 1 (0.50%) Artifactory
10 1 (0.50%) Cucumber
10 1 (0.50%) Gatling
10 1 (0.50%) Poetry
10 1 (0.50%) Sonatype Nexus
10 1 (0.50%) SpecFlow
10 1 (0.50%) Visual Studio Coded UI
General
1 76 (37.81%) Social Skills
2 63 (31.34%) Finance
3 34 (16.92%) Analytical Skills
4 22 (10.95%) Banking
5 13 (6.47%) Public Sector
6 4 (1.99%) Telecoms
7 3 (1.49%) Financial Institution
7 3 (1.49%) Inclusion and Diversity
7 3 (1.49%) Investment Banking
7 3 (1.49%) Manufacturing
8 2 (1.00%) Marketing
9 1 (0.50%) Agriculture
9 1 (0.50%) Corporate Banking
9 1 (0.50%) Front Office
9 1 (0.50%) Presentation Skills
9 1 (0.50%) Retail
9 1 (0.50%) Retail Banking
Job Titles
1 54 (26.87%) Data Engineer
2 31 (15.42%) Senior
3 25 (12.44%) Developer
4 21 (10.45%) Lead
5 17 (8.46%) Data Scientist
6 15 (7.46%) Analyst
6 15 (7.46%) Architect
7 12 (5.97%) Data Analyst
7 12 (5.97%) Data Architect
8 8 (3.98%) Scala Developer
8 8 (3.98%) Software Engineer
9 7 (3.48%) AWS Engineer
9 7 (3.48%) Machine Learning Engineer
9 7 (3.48%) Senior Data Engineer
10 6 (2.99%) Data Modeller
10 6 (2.99%) Hadoop Developer
10 6 (2.99%) Java Engineer
10 6 (2.99%) QA Engineer
10 6 (2.99%) Senior Software Engineer
11 5 (2.49%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 45 (22.39%) Kafka
2 26 (12.94%) PySpark
3 19 (9.45%) Apache NiFi
4 15 (7.46%) scikit-learn
5 12 (5.97%) Pandas
6 11 (5.47%) .NET
6 11 (5.47%) HTML
7 10 (4.98%) TensorFlow
8 9 (4.48%) RabbitMQ
8 9 (4.48%) React
9 8 (3.98%) Spark Streaming
10 7 (3.48%) Flask
10 7 (3.48%) JSON
10 7 (3.48%) RESTful
10 7 (3.48%) Spring
11 6 (2.99%) NumPy
11 6 (2.99%) pytest
11 6 (2.99%) Spring Boot
12 5 (2.49%) XGBoost
12 5 (2.49%) YAML
Miscellaneous
1 17 (8.46%) Cloud Native
2 16 (7.96%) Distributed Computing
3 10 (4.98%) Algorithms
4 6 (2.99%) Data Structures
5 5 (2.49%) Analytical Mindset
5 5 (2.49%) Distributed Systems
5 5 (2.49%) Hybrid Cloud
6 4 (1.99%) Data Protection Act
6 4 (1.99%) Derivative
6 4 (1.99%) Product Ownership
7 3 (1.49%) Data Centre
7 3 (1.49%) Management Information System
8 2 (1.00%) AI Agents
8 2 (1.00%) FMCG
8 2 (1.00%) Foreign Exchange (FX)
8 2 (1.00%) Hedge funds
8 2 (1.00%) Legacy Systems
8 2 (1.00%) Onboarding
8 2 (1.00%) Reference Data
9 1 (0.50%) Virtual Reality
Operating Systems
1 17 (8.46%) Linux
2 7 (3.48%) Unix
3 2 (1.00%) Windows
Processes & Methodologies
1 66 (32.84%) ETL
2 65 (32.34%) Analytics
3 59 (29.35%) Agile
4 57 (28.36%) Data Modelling
4 57 (28.36%) Data Pipeline
5 51 (25.37%) Data Engineering
6 48 (23.88%) CI/CD
7 47 (23.38%) Data Governance
8 46 (22.89%) Problem-Solving
9 45 (22.39%) Machine Learning
10 42 (20.90%) Data Science
11 39 (19.40%) AI
12 33 (16.42%) Software Engineering
13 32 (15.92%) Visualisation
14 31 (15.42%) DevOps
15 30 (14.93%) Business Intelligence
16 29 (14.43%) Decision-Making
17 26 (12.94%) Microservices
18 25 (12.44%) Computer Science
19 24 (11.94%) Containerisation
Programming Languages
1 133 (66.17%) Python
2 109 (54.23%) SQL
3 43 (21.39%) Java
4 28 (13.93%) Scala
5 20 (9.95%) R
6 14 (6.97%) C#
6 14 (6.97%) C++
6 14 (6.97%) JavaScript
7 8 (3.98%) Bash
8 4 (1.99%) Shell Script
9 3 (1.49%) Perl
9 3 (1.49%) PL/SQL
10 2 (1.00%) Ada
10 2 (1.00%) T-SQL
11 1 (0.50%) C
11 1 (0.50%) Go
11 1 (0.50%) Korn
11 1 (0.50%) Kusto Query Language
11 1 (0.50%) PowerShell
Qualifications
1 42 (20.90%) Security Cleared
2 31 (15.42%) SC Cleared
3 26 (12.94%) Degree
4 21 (10.45%) DV Cleared
5 18 (8.96%) Computer Science Degree
6 12 (5.97%) Master's Degree
7 4 (1.99%) Azure Certification
8 3 (1.49%) AWS Certification
8 3 (1.49%) BPSS Clearance
8 3 (1.49%) PhD
9 2 (1.00%) MCP
10 1 (0.50%) HP APS
10 1 (0.50%) ISTQB
10 1 (0.50%) ITIL Certification
10 1 (0.50%) Microsoft Certification
10 1 (0.50%) OCP
10 1 (0.50%) Oracle Certification
10 1 (0.50%) Postgraduate
10 1 (0.50%) Tableau Certification
Quality Assurance & Compliance
1 46 (22.89%) Data Quality
2 12 (5.97%) GDPR
3 11 (5.47%) QA
4 3 (1.49%) California Consumer Privacy Act
5 2 (1.00%) Accessibility
5 2 (1.00%) Actionable Recommendations
5 2 (1.00%) PCI DSS
5 2 (1.00%) Sarbanes-Oxley
6 1 (0.50%) HIPAA
6 1 (0.50%) IFRS
6 1 (0.50%) IFRS 17
6 1 (0.50%) Solvency II
System Software
1 34 (16.92%) Docker
2 15 (7.46%) HDFS
3 1 (0.50%) Virtual Machines
Systems Management
1 35 (17.41%) Kubernetes
2 8 (3.98%) Terraform
3 5 (2.49%) Grafana
4 4 (1.99%) Hadoop YARN
4 4 (1.99%) Prometheus
5 3 (1.49%) Ansible
5 3 (1.49%) Argo
5 3 (1.49%) Nagios
5 3 (1.49%) Oozie
5 3 (1.49%) Rancher
6 2 (1.00%) Kibana
7 1 (0.50%) HP ALM
7 1 (0.50%) logstash
7 1 (0.50%) Puppet
7 1 (0.50%) Tivoli
Vendors
1 36 (17.91%) Databricks
2 16 (7.96%) Microsoft
3 15 (7.46%) Google
4 14 (6.97%) Cloudera
5 10 (4.98%) Foundry
5 10 (4.98%) Palantir
6 5 (2.49%) Ab Initio
7 4 (1.99%) Informatica
7 4 (1.99%) Oracle
8 2 (1.00%) IBM
8 2 (1.00%) OpenAI
8 2 (1.00%) Salesforce
8 2 (1.00%) Splunk
9 1 (0.50%) Guidewire
9 1 (0.50%) HP
9 1 (0.50%) Refinitiv
9 1 (0.50%) SnapLogic
9 1 (0.50%) Sybase
9 1 (0.50%) Vertica
9 1 (0.50%) Zoomdata