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

6 months to
6 Dec 2025
Same period 2024 Same period 2023
Rank 320 212 229
Rank change year-on-year -108 +17 -56
Contract jobs citing Big Data 226 366 408
As % of all contract jobs in England 0.73% 1.20% 1.06%
As % of the Database & Business Intelligence category 4.20% 6.61% 6.36%
Number of daily rates quoted 178 219 260
10th Percentile £356 £363 £449
25th Percentile £410 £452 £500
Median daily rate (50th Percentile) £525 £568 £550
Median % change year-on-year -7.57% +3.27% -8.33%
75th Percentile £617 £700 £700
90th Percentile £741 £776 £825
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - -8.33%
Number of hourly rates quoted 0 5 20
10th Percentile - £27.25 £41.03
25th Percentile - £36.25 £45.39
Median hourly rate - £52.50 £48.09
Median % change year-on-year - +9.17% +10.22%
75th Percentile - £53.75 £78.00
90th Percentile - - £78.75
UK median hourly rate - £52.50 £50.53
% change year-on-year - +3.90% +15.81%

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 5,377 5,536 6,417
As % of all contract IT jobs advertised in England 17.28% 18.11% 16.74%
Number of daily rates quoted 3,747 3,700 4,571
10th Percentile £325 £350 £356
25th Percentile £410 £425 £450
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - -
75th Percentile £625 £663 £650
90th Percentile £725 £788 £750
UK median daily rate £500 £525 £535
% change year-on-year -4.76% -1.87% -2.73%
Number of hourly rates quoted 73 78 130
10th Percentile £21.21 £18.35 £18.38
25th Percentile £29.25 £24.31 £22.69
Median hourly rate £46.50 £38.00 £46.18
Median % change year-on-year +22.37% -17.71% -9.45%
75th Percentile £65.00 £60.55 £64.52
90th Percentile £84.30 £66.00 £77.55
UK median hourly rate £46.50 £31.55 £46.18
% change year-on-year +47.41% -31.69% -7.64%

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 6 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 6 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 -71 145 £550 - 35
South East -20 17 £450 -27.27% 29
Midlands -37 17 £420 -31.37% 6
North of England -53 16 £473 -0.53% 13
East Midlands -9 13 £420 -1.18% 1
North West -12 13 £473 +15.53% 8
South West -25 13 £525 -21.35% 6
East of England -13 5 £505 -20.78% 7
West Midlands -33 4 £402 -34.31% 5
North East -9 2 - - 2
Yorkshire -49 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 96 (42.48%) Apache Spark
2 38 (16.81%) Apache
3 22 (9.73%) Apache Airflow
4 14 (6.19%) Confluence
5 3 (1.33%) Jupyter
6 2 (0.88%) Apache Pig
6 2 (0.88%) Luigi
6 2 (0.88%) SAS
7 1 (0.44%) Apache Superset
7 1 (0.44%) IIS
7 1 (0.44%) nginx
Applications
1 2 (0.88%) MS Visio
2 1 (0.44%) Microsoft Excel
2 1 (0.44%) Microsoft Office
2 1 (0.44%) Microsoft PowerPoint
Business Applications
1 3 (1.33%) Salesforce CRM
2 2 (0.88%) Distributed Ledger
3 1 (0.44%) Avolution ABACUS
Cloud Services
1 90 (39.82%) AWS
2 66 (29.20%) Azure
3 49 (21.68%) GCP
4 31 (13.72%) Serverless
5 25 (11.06%) Power Platform
6 19 (8.41%) Amazon S3
7 18 (7.96%) Snowflake
8 17 (7.52%) GitHub
9 11 (4.87%) Amazon SageMaker
10 10 (4.42%) AWS Lambda
10 10 (4.42%) Azure DevOps
10 10 (4.42%) GitHub Actions
11 9 (3.98%) Azure Data Factory
12 8 (3.54%) AWS Step Functions
13 7 (3.10%) Amazon ECS
13 7 (3.10%) Azure Synapse Analytics
14 5 (2.21%) Microsoft Copilot
15 4 (1.77%) Amazon Bedrock
15 4 (1.77%) ChatGPT
15 4 (1.77%) Google Kubernetes Engine
Communications & Networking
1 4 (1.77%) DNS
1 4 (1.77%) TCP/IP
2 3 (1.33%) SSH
3 2 (0.88%) Kerberos
3 2 (0.88%) SSL
3 2 (0.88%) VPN
4 1 (0.44%) HTTP
Database & Business Intelligence
1 83 (36.73%) Hadoop
2 41 (18.14%) Data Warehouse
3 31 (13.72%) Data Lake
3 31 (13.72%) NoSQL
4 25 (11.06%) Power BI
5 23 (10.18%) Apache Hive
6 22 (9.73%) Relational Database
7 21 (9.29%) Elasticsearch
7 21 (9.29%) Metadata
8 20 (8.85%) SQL Server
9 19 (8.41%) Tableau
10 16 (7.08%) BigQuery
11 15 (6.64%) PostgreSQL
12 13 (5.75%) HBase
13 12 (5.31%) RDBMS
14 11 (4.87%) Impala
15 9 (3.98%) Amazon Athena
16 8 (3.54%) Delta Lake
17 7 (3.10%) Data Vault
18 6 (2.65%) Azure SQL Database
Development Applications
1 26 (11.50%) Git
2 25 (11.06%) JIRA
3 18 (7.96%) Jenkins
4 15 (6.64%) GitLab
5 8 (3.54%) MLflow
6 6 (2.65%) ERwin
7 4 (1.77%) ER Studio
8 3 (1.33%) Gradle
8 3 (1.33%) Poetry
8 3 (1.33%) SonarQube
8 3 (1.33%) Sonatype Nexus
9 2 (0.88%) Cypress.io
9 2 (0.88%) Maven
9 2 (0.88%) PyCharm
9 2 (0.88%) Team Foundation Server
9 2 (0.88%) Visual Studio Code
10 1 (0.44%) Cucumber
10 1 (0.44%) JMeter
10 1 (0.44%) NUnit
10 1 (0.44%) SpecFlow
General
1 67 (29.65%) Social Skills
2 61 (26.99%) Finance
3 41 (18.14%) Analytical Skills
4 23 (10.18%) Banking
5 14 (6.19%) Public Sector
6 8 (3.54%) Telecoms
7 4 (1.77%) Financial Institution
7 4 (1.77%) Influencing Skills
7 4 (1.77%) Investment Banking
8 3 (1.33%) Inclusion and Diversity
8 3 (1.33%) Manufacturing
9 2 (0.88%) Marketing
9 2 (0.88%) Retail
10 1 (0.44%) Advertising
10 1 (0.44%) Agriculture
10 1 (0.44%) Corporate Banking
10 1 (0.44%) Front Office
10 1 (0.44%) General Ledger
10 1 (0.44%) Presentation Skills
10 1 (0.44%) Retail Banking
Job Titles
1 61 (26.99%) Data Engineer
2 39 (17.26%) Senior
3 30 (13.27%) Developer
4 25 (11.06%) Data Scientist
5 23 (10.18%) Architect
6 18 (7.96%) Lead
7 14 (6.19%) Data Architect
8 13 (5.75%) Software Engineer
9 9 (3.98%) Senior Software Engineer
10 8 (3.54%) Analyst
10 8 (3.54%) Scala Developer
11 7 (3.10%) AWS Engineer
11 7 (3.10%) Senior Data Engineer
12 6 (2.65%) Azure Engineer
12 6 (2.65%) Big Data Engineer
12 6 (2.65%) Hadoop Developer
12 6 (2.65%) Java Engineer
12 6 (2.65%) Machine Learning Engineer
12 6 (2.65%) Senior Developer
12 6 (2.65%) Solutions Architect
Libraries, Frameworks & Software Standards
1 53 (23.45%) Kafka
2 27 (11.95%) Apache NiFi
3 26 (11.50%) PySpark
4 21 (9.29%) Pandas
4 21 (9.29%) scikit-learn
5 14 (6.19%) .NET
5 14 (6.19%) NumPy
6 12 (5.31%) TensorFlow
7 11 (4.87%) PyTorch
7 11 (4.87%) RabbitMQ
7 11 (4.87%) React
8 10 (4.42%) Flask
9 8 (3.54%) HTML
9 8 (3.54%) Spark Streaming
10 7 (3.10%) Elastic Stack
10 7 (3.10%) JSON
10 7 (3.10%) RESTful
11 6 (2.65%) XML
12 5 (2.21%) pytest
12 5 (2.21%) Spring
Miscellaneous
1 18 (7.96%) Distributed Computing
2 17 (7.52%) Algorithms
3 16 (7.08%) Cloud Native
4 7 (3.10%) Data Structures
5 6 (2.65%) Data Protection Act
5 6 (2.65%) Distributed Systems
6 5 (2.21%) Analytical Mindset
6 5 (2.21%) Hybrid Cloud
7 4 (1.77%) Derivative
7 4 (1.77%) Management Information System
8 3 (1.33%) Data Centre
8 3 (1.33%) Legacy Systems
8 3 (1.33%) Onboarding
8 3 (1.33%) Product Ownership
9 2 (0.88%) Credit Risk
9 2 (0.88%) Fixed Income
9 2 (0.88%) FMCG
9 2 (0.88%) Foreign Exchange (FX)
9 2 (0.88%) Hedge funds
9 2 (0.88%) Reference Data
Operating Systems
1 22 (9.73%) Linux
2 7 (3.10%) Unix
3 3 (1.33%) Windows
4 2 (0.88%) Red Hat Enterprise Linux
Processes & Methodologies
1 74 (32.74%) Agile
2 67 (29.65%) Data Pipeline
3 66 (29.20%) ETL
4 64 (28.32%) Data Modelling
5 63 (27.88%) Analytics
6 60 (26.55%) Machine Learning
7 59 (26.11%) Data Engineering
8 57 (25.22%) Data Science
9 52 (23.01%) Problem-Solving
10 50 (22.12%) CI/CD
11 47 (20.80%) Data Governance
12 40 (17.70%) AI
13 37 (16.37%) DevOps
13 37 (16.37%) Software Engineering
14 35 (15.49%) Decision-Making
14 35 (15.49%) Microservices
15 33 (14.60%) Visualisation
16 32 (14.16%) Business Intelligence
17 31 (13.72%) Containerisation
18 29 (12.83%) Scrum
Programming Languages
1 155 (68.58%) Python
2 113 (50.00%) SQL
3 46 (20.35%) Java
4 28 (12.39%) Scala
5 21 (9.29%) R
6 16 (7.08%) C++
7 15 (6.64%) C#
7 15 (6.64%) JavaScript
8 12 (5.31%) Bash
9 4 (1.77%) Shell Script
10 3 (1.33%) Groovy
10 3 (1.33%) Perl
10 3 (1.33%) PL/SQL
10 3 (1.33%) PowerShell
11 2 (0.88%) C
11 2 (0.88%) T-SQL
12 1 (0.44%) Go
12 1 (0.44%) Korn
12 1 (0.44%) Kusto Query Language
Qualifications
1 47 (20.80%) Security Cleared
2 36 (15.93%) SC Cleared
3 27 (11.95%) Degree
3 27 (11.95%) DV Cleared
4 15 (6.64%) Master's Degree
5 13 (5.75%) Computer Science Degree
6 6 (2.65%) PhD
7 4 (1.77%) AWS Certification
7 4 (1.77%) Azure Certification
8 3 (1.33%) BPSS Clearance
9 2 (0.88%) CISSP
10 1 (0.44%) HP APS
10 1 (0.44%) ITIL Certification
10 1 (0.44%) Microsoft Certification
10 1 (0.44%) OCP
10 1 (0.44%) Oracle Certification
10 1 (0.44%) Postgraduate
10 1 (0.44%) Tableau Certification
Quality Assurance & Compliance
1 46 (20.35%) Data Quality
2 17 (7.52%) GDPR
3 10 (4.42%) QA
4 4 (1.77%) California Consumer Privacy Act
5 2 (0.88%) Accessibility
5 2 (0.88%) PCI DSS
6 1 (0.44%) HIPAA
6 1 (0.44%) IFRS
6 1 (0.44%) IFRS 17
6 1 (0.44%) Solvency II
System Software
1 32 (14.16%) Docker
2 12 (5.31%) HDFS
3 1 (0.44%) Virtual Machines
Systems Management
1 35 (15.49%) Kubernetes
2 13 (5.75%) Terraform
3 8 (3.54%) Argo
3 8 (3.54%) Grafana
4 7 (3.10%) Ansible
5 5 (2.21%) Prometheus
6 4 (1.77%) Hadoop YARN
7 3 (1.33%) Istio
7 3 (1.33%) Kibana
7 3 (1.33%) Nagios
7 3 (1.33%) Oozie
7 3 (1.33%) Rancher
8 2 (0.88%) logstash
8 2 (0.88%) Progress Chef
9 1 (0.44%) HP ALM
9 1 (0.44%) Puppet
9 1 (0.44%) Tivoli
Vendors
1 35 (15.49%) Databricks
2 25 (11.06%) Google
3 21 (9.29%) Cloudera
4 16 (7.08%) Microsoft
5 13 (5.75%) Foundry
5 13 (5.75%) Palantir
6 6 (2.65%) Oracle
7 4 (1.77%) Ab Initio
7 4 (1.77%) Sage
8 3 (1.33%) Informatica
8 3 (1.33%) Salesforce
9 2 (0.88%) Bloomberg
9 2 (0.88%) IBM
9 2 (0.88%) OpenAI
9 2 (0.88%) Red Hat
9 2 (0.88%) Refinitiv
9 2 (0.88%) Splunk
9 2 (0.88%) Vertica
10 1 (0.44%) ServiceNow
10 1 (0.44%) Talend