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 December 2025, with comparisons to the same periods in the previous two years.

6 months to
25 Dec 2025
Same period 2024 Same period 2023
Rank 342 236 233
Rank change year-on-year -106 -3 -58
Contract jobs citing Big Data 219 307 376
As % of all contract jobs in England 0.69% 1.07% 1.02%
As % of the Database & Business Intelligence category 4.05% 5.88% 6.17%
Number of daily rates quoted 174 186 242
10th Percentile £322 £370 £425
25th Percentile £400 £475 £500
Median daily rate (50th Percentile) £500 £575 £570
Median % change year-on-year -13.04% +0.88% -5.00%
75th Percentile £613 £698 £700
90th Percentile £746 £774 £788
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -8.33%
Number of hourly rates quoted 0 4 22
10th Percentile - £30.25 £28.98
25th Percentile - £43.75 £42.63
Median hourly rate - £52.50 £46.18
Median % change year-on-year - +13.69% +5.84%
75th Percentile - £53.75 £76.50
90th Percentile - - £78.68
UK median hourly rate - £52.50 £48.09
% change year-on-year - +9.17% +10.22%

All Database and Business Intelligence 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 5,406 5,221 6,093
As % of all contract IT jobs advertised in England 17.05% 18.17% 16.61%
Number of daily rates quoted 3,761 3,469 4,351
10th Percentile £325 £350 £355
25th Percentile £410 £425 £450
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - -
75th Percentile £615 £663 £662
90th Percentile £720 £788 £750
UK median daily rate £500 £525 £534
% change year-on-year -4.76% -1.69% -2.91%
Number of hourly rates quoted 78 76 129
10th Percentile £20.72 £18.90 £18.18
25th Percentile £29.41 £23.87 £25.38
Median hourly rate £54.35 £39.00 £47.50
Median % change year-on-year +39.36% -17.89% -13.64%
75th Percentile £69.81 £64.73 £65.00
90th Percentile £84.30 £71.75 £78.00
UK median hourly rate £50.00 £31.55 £47.50
% change year-on-year +58.50% -33.59% -11.63%

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 December 2025.

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 25 December 2025. 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 -45 140 £550 - 84
South East -39 20 £413 -40.54% 51
Midlands -32 19 £420 -31.37% 12
East Midlands -12 14 £420 -13.85% 5
North of England -56 14 £473 -12.09% 20
North West -19 13 £473 -12.82% 13
South West -30 12 £525 -21.35% 8
West Midlands -32 5 £402 -34.31% 6
East of England -27 2 £453 -30.38% 22
Yorkshire -48 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 97 (44.29%) Apache Spark
2 35 (15.98%) Apache
3 23 (10.50%) Apache Airflow
4 18 (8.22%) Confluence
5 4 (1.83%) SharePoint
6 2 (0.91%) Apache Pig
6 2 (0.91%) Jupyter
6 2 (0.91%) SAS
7 1 (0.46%) Apache Superset
7 1 (0.46%) IIS
7 1 (0.46%) Luigi
7 1 (0.46%) nginx
Applications
1 2 (0.91%) MS Visio
2 1 (0.46%) Microsoft Excel
2 1 (0.46%) Microsoft Office
2 1 (0.46%) Microsoft PowerPoint
Business Applications
1 3 (1.37%) Salesforce CRM
2 2 (0.91%) Distributed Ledger
3 1 (0.46%) Avolution ABACUS
Cloud Services
1 88 (40.18%) AWS
2 63 (28.77%) Azure
3 43 (19.63%) GCP
4 31 (14.16%) Serverless
5 22 (10.05%) Power Platform
6 19 (8.68%) Amazon S3
6 19 (8.68%) GitHub
7 16 (7.31%) Snowflake
8 13 (5.94%) AWS Lambda
8 13 (5.94%) GitHub Actions
9 11 (5.02%) Amazon SageMaker
10 10 (4.57%) Azure DevOps
11 8 (3.65%) AWS Step Functions
12 7 (3.20%) Amazon ECS
13 6 (2.74%) Amazon Bedrock
13 6 (2.74%) Azure Data Factory
14 5 (2.28%) Amazon EC2
14 5 (2.28%) Amazon EKS
14 5 (2.28%) Microsoft Copilot
15 4 (1.83%) Azure Synapse Analytics
Communications & Networking
1 4 (1.83%) DNS
1 4 (1.83%) TCP/IP
2 3 (1.37%) Kerberos
2 3 (1.37%) SSH
2 3 (1.37%) VPN
3 2 (0.91%) SSL
4 1 (0.46%) HTTP
Database & Business Intelligence
1 79 (36.07%) Hadoop
2 42 (19.18%) Data Warehouse
3 31 (14.16%) NoSQL
4 26 (11.87%) Data Lake
5 23 (10.50%) Apache Hive
6 22 (10.05%) Power BI
7 20 (9.13%) Relational Database
8 19 (8.68%) Elasticsearch
8 19 (8.68%) Metadata
8 19 (8.68%) SQL Server
9 17 (7.76%) Tableau
10 13 (5.94%) HBase
10 13 (5.94%) PostgreSQL
11 12 (5.48%) BigQuery
11 12 (5.48%) Impala
11 12 (5.48%) RDBMS
12 9 (4.11%) Amazon Athena
13 8 (3.65%) Amazon Redshift
14 7 (3.20%) Azure SQL Database
14 7 (3.20%) Data Mining
Development Applications
1 26 (11.87%) Git
1 26 (11.87%) JIRA
2 20 (9.13%) Jenkins
3 16 (7.31%) GitLab
4 8 (3.65%) MLflow
5 6 (2.74%) ERwin
6 4 (1.83%) ER Studio
7 3 (1.37%) Poetry
7 3 (1.37%) SonarQube
7 3 (1.37%) Sonatype Nexus
8 2 (0.91%) Cypress.io
8 2 (0.91%) Gradle
8 2 (0.91%) PyCharm
8 2 (0.91%) Selenium
8 2 (0.91%) Team Foundation Server
8 2 (0.91%) Visual Studio Code
9 1 (0.46%) Cucumber
9 1 (0.46%) JMeter
9 1 (0.46%) Maven
9 1 (0.46%) NUnit
General
1 75 (34.25%) Social Skills
2 61 (27.85%) Finance
3 37 (16.89%) Analytical Skills
4 22 (10.05%) Banking
5 16 (7.31%) Public Sector
6 5 (2.28%) Telecoms
7 4 (1.83%) Financial Institution
8 3 (1.37%) Inclusion and Diversity
8 3 (1.37%) Investment Banking
8 3 (1.37%) Manufacturing
9 2 (0.91%) Marketing
9 2 (0.91%) Retail
10 1 (0.46%) Agriculture
10 1 (0.46%) Corporate Banking
10 1 (0.46%) Front Office
10 1 (0.46%) General Ledger
10 1 (0.46%) Presentation Skills
10 1 (0.46%) Retail Banking
Job Titles
1 61 (27.85%) Data Engineer
2 33 (15.07%) Senior
3 27 (12.33%) Developer
4 25 (11.42%) Data Scientist
5 18 (8.22%) Architect
5 18 (8.22%) Lead
6 13 (5.94%) Analyst
7 12 (5.48%) Data Architect
8 11 (5.02%) Data Analyst
9 10 (4.57%) Software Engineer
10 8 (3.65%) Scala Developer
11 7 (3.20%) AWS Engineer
11 7 (3.20%) Machine Learning Engineer
11 7 (3.20%) Senior Software Engineer
12 6 (2.74%) Data Modeller
12 6 (2.74%) Hadoop Developer
12 6 (2.74%) Senior Data Engineer
12 6 (2.74%) Senior Developer
13 5 (2.28%) Analytics Manager
13 5 (2.28%) Platform Engineer
Libraries, Frameworks & Software Standards
1 47 (21.46%) Kafka
2 29 (13.24%) PySpark
3 23 (10.50%) Apache NiFi
3 23 (10.50%) Pandas
3 23 (10.50%) scikit-learn
4 15 (6.85%) NumPy
5 13 (5.94%) TensorFlow
6 12 (5.48%) .NET
7 11 (5.02%) PyTorch
8 10 (4.57%) Flask
8 10 (4.57%) HTML
8 10 (4.57%) RabbitMQ
9 9 (4.11%) React
10 8 (3.65%) Spark Streaming
11 7 (3.20%) Elastic Stack
11 7 (3.20%) JSON
11 7 (3.20%) RESTful
12 6 (2.74%) pytest
13 5 (2.28%) XGBoost
13 5 (2.28%) YAML
Miscellaneous
1 18 (8.22%) Distributed Computing
2 17 (7.76%) Cloud Native
3 15 (6.85%) Algorithms
4 6 (2.74%) Analytical Mindset
4 6 (2.74%) Data Structures
5 5 (2.28%) Distributed Systems
5 5 (2.28%) Hybrid Cloud
6 4 (1.83%) Data Protection Act
6 4 (1.83%) Derivative
6 4 (1.83%) Product Ownership
7 3 (1.37%) Data Centre
7 3 (1.37%) Legacy Systems
7 3 (1.37%) Management Information System
8 2 (0.91%) AI Agents
8 2 (0.91%) FMCG
8 2 (0.91%) Foreign Exchange (FX)
8 2 (0.91%) Hedge funds
8 2 (0.91%) Onboarding
8 2 (0.91%) Reference Data
9 1 (0.46%) Augmented Reality
Operating Systems
1 21 (9.59%) Linux
2 6 (2.74%) Unix
3 2 (0.91%) Windows
4 1 (0.46%) Red Hat Enterprise Linux
Processes & Methodologies
1 69 (31.51%) ETL
2 65 (29.68%) Data Pipeline
3 64 (29.22%) Agile
3 64 (29.22%) Analytics
4 61 (27.85%) Data Modelling
5 57 (26.03%) Data Engineering
5 57 (26.03%) Machine Learning
6 53 (24.20%) Data Science
6 53 (24.20%) Problem-Solving
7 48 (21.92%) CI/CD
8 45 (20.55%) Data Governance
9 37 (16.89%) AI
10 36 (16.44%) DevOps
10 36 (16.44%) Software Engineering
11 34 (15.53%) Visualisation
12 33 (15.07%) Business Intelligence
12 33 (15.07%) Decision-Making
13 31 (14.16%) Microservices
14 28 (12.79%) Scrum
15 27 (12.33%) Containerisation
Programming Languages
1 151 (68.95%) Python
2 119 (54.34%) SQL
3 42 (19.18%) Java
4 27 (12.33%) Scala
5 21 (9.59%) R
6 15 (6.85%) C#
6 15 (6.85%) C++
7 14 (6.39%) JavaScript
8 12 (5.48%) Bash
9 4 (1.83%) Shell Script
10 3 (1.37%) Groovy
10 3 (1.37%) Perl
10 3 (1.37%) PL/SQL
11 2 (0.91%) Ada
11 2 (0.91%) T-SQL
12 1 (0.46%) C
12 1 (0.46%) Go
12 1 (0.46%) Korn
12 1 (0.46%) Kusto Query Language
12 1 (0.46%) PowerShell
Qualifications
1 48 (21.92%) Security Cleared
2 35 (15.98%) SC Cleared
3 26 (11.87%) Degree
4 25 (11.42%) DV Cleared
5 15 (6.85%) Computer Science Degree
5 15 (6.85%) Master's Degree
6 4 (1.83%) Azure Certification
6 4 (1.83%) BPSS Clearance
6 4 (1.83%) PhD
7 3 (1.37%) AWS Certification
8 2 (0.91%) CISSP
8 2 (0.91%) MCP
9 1 (0.46%) HP APS
9 1 (0.46%) ITIL Certification
9 1 (0.46%) Microsoft Certification
9 1 (0.46%) OCP
9 1 (0.46%) Oracle Certification
9 1 (0.46%) Postgraduate
9 1 (0.46%) Tableau Certification
Quality Assurance & Compliance
1 45 (20.55%) Data Quality
2 16 (7.31%) GDPR
3 10 (4.57%) QA
4 3 (1.37%) California Consumer Privacy Act
5 2 (0.91%) Accessibility
5 2 (0.91%) PCI DSS
6 1 (0.46%) Actionable Recommendations
6 1 (0.46%) HIPAA
6 1 (0.46%) IFRS
6 1 (0.46%) IFRS 17
6 1 (0.46%) Sarbanes-Oxley
6 1 (0.46%) Solvency II
System Software
1 33 (15.07%) Docker
2 15 (6.85%) HDFS
3 1 (0.46%) Virtual Machines
Systems Management
1 34 (15.53%) Kubernetes
2 12 (5.48%) Terraform
3 7 (3.20%) Argo
3 7 (3.20%) Grafana
4 6 (2.74%) Ansible
5 5 (2.28%) Prometheus
6 4 (1.83%) Hadoop YARN
7 3 (1.37%) Istio
7 3 (1.37%) Kibana
7 3 (1.37%) Nagios
7 3 (1.37%) Oozie
7 3 (1.37%) Rancher
8 2 (0.91%) logstash
8 2 (0.91%) Progress Chef
9 1 (0.46%) HP ALM
9 1 (0.46%) Puppet
9 1 (0.46%) Tivoli
Vendors
1 38 (17.35%) Databricks
2 21 (9.59%) Google
3 20 (9.13%) Cloudera
4 16 (7.31%) Microsoft
5 12 (5.48%) Foundry
5 12 (5.48%) Palantir
6 4 (1.83%) Ab Initio
6 4 (1.83%) Oracle
7 3 (1.37%) OpenAI
7 3 (1.37%) Sage
7 3 (1.37%) Salesforce
8 2 (0.91%) Bloomberg
8 2 (0.91%) IBM
8 2 (0.91%) Informatica
8 2 (0.91%) Red Hat
8 2 (0.91%) Refinitiv
8 2 (0.91%) Splunk
8 2 (0.91%) Vertica
9 1 (0.46%) PayPal
9 1 (0.46%) SnapLogic