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

6 months to
25 Nov 2025
Same period 2024 Same period 2023
Rank 313 199 233
Rank change year-on-year -114 +34 -66
Contract jobs citing Big Data 230 377 411
As % of all contract jobs in England 0.75% 1.22% 1.05%
As % of the Database & Business Intelligence category 4.29% 6.81% 6.34%
Number of daily rates quoted 182 230 258
10th Percentile £361 £359 £450
25th Percentile £411 £463 £500
Median daily rate (50th Percentile) £525 £572 £578
Median % change year-on-year -8.14% -1.04% -3.75%
75th Percentile £637 £700 £715
90th Percentile £768 £800 £829
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - -8.33%
Number of hourly rates quoted 0 4 22
10th Percentile - £25.75 £42.55
25th Percentile - £32.50 £46.18
Median hourly rate - £45.00 £58.03
Median % change year-on-year - -22.45% +47.60%
75th Percentile - £53.75 £78.00
90th Percentile - - £78.68
UK median hourly rate - £45.00 £68.50
% change year-on-year - -34.31% +74.23%

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 5,362 5,535 6,487
As % of all contract IT jobs advertised in England 17.60% 17.92% 16.60%
Number of daily rates quoted 3,725 3,700 4,630
10th Percentile £328 £350 £355
25th Percentile £411 £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 £530 £534
% change year-on-year -5.66% -0.75% -2.91%
Number of hourly rates quoted 76 78 133
10th Percentile £20.89 £18.00 £18.71
25th Percentile £29.19 £24.69 £24.75
Median hourly rate £45.00 £36.25 £47.90
Median % change year-on-year +24.14% -24.31% -4.21%
75th Percentile £66.06 £58.90 £65.00
90th Percentile £85.50 £65.30 £78.00
UK median hourly rate £45.00 £31.55 £47.50
% change year-on-year +42.65% -33.59% +4.40%

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 November 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 November 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 -69 145 £550 - 53
South East -12 21 £475 -13.64% 42
Midlands -39 17 £420 -31.37% 8
North of England -53 16 £473 -5.50% 9
East Midlands -7 13 £420 -1.18% 2
North West -7 13 £473 +15.53% 7
South West -26 13 £525 -21.35% 2
East of England -17 5 £505 -20.78% 10
West Midlands -34 4 £402 -34.31% 6
North East -13 2 - - 2
Yorkshire -47 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 95 (41.30%) Apache Spark
2 39 (16.96%) Apache
3 23 (10.00%) Apache Airflow
4 14 (6.09%) Confluence
5 3 (1.30%) Jupyter
6 2 (0.87%) Apache Pig
6 2 (0.87%) Luigi
6 2 (0.87%) SAS
7 1 (0.43%) Apache Superset
7 1 (0.43%) IIS
7 1 (0.43%) nginx
Applications
1 2 (0.87%) MS Visio
2 1 (0.43%) Microsoft Excel
2 1 (0.43%) Microsoft Office
2 1 (0.43%) Microsoft PowerPoint
Business Applications
1 3 (1.30%) Avolution ABACUS
1 3 (1.30%) Salesforce CRM
2 2 (0.87%) Distributed Ledger
Cloud Services
1 95 (41.30%) AWS
2 73 (31.74%) Azure
3 53 (23.04%) GCP
4 31 (13.48%) Serverless
5 25 (10.87%) Power Platform
6 21 (9.13%) GitHub
7 20 (8.70%) Amazon S3
8 19 (8.26%) Snowflake
9 11 (4.78%) Amazon SageMaker
9 11 (4.78%) GitHub Actions
10 10 (4.35%) AWS Lambda
11 9 (3.91%) Azure Data Factory
11 9 (3.91%) Azure DevOps
12 8 (3.48%) AWS Step Functions
12 8 (3.48%) Azure Synapse Analytics
13 7 (3.04%) Amazon ECS
14 5 (2.17%) Google Kubernetes Engine
14 5 (2.17%) Microsoft Copilot
15 4 (1.74%) Amazon Bedrock
15 4 (1.74%) ChatGPT
Communications & Networking
1 4 (1.74%) DNS
1 4 (1.74%) TCP/IP
2 3 (1.30%) SSH
3 2 (0.87%) Kerberos
3 2 (0.87%) SSL
3 2 (0.87%) VPN
4 1 (0.43%) HTTP
Database & Business Intelligence
1 84 (36.52%) Hadoop
2 42 (18.26%) Data Warehouse
3 33 (14.35%) Data Lake
4 29 (12.61%) NoSQL
5 25 (10.87%) Power BI
6 23 (10.00%) Apache Hive
7 22 (9.57%) Elasticsearch
8 21 (9.13%) Metadata
8 21 (9.13%) Relational Database
9 20 (8.70%) SQL Server
10 19 (8.26%) Tableau
11 17 (7.39%) BigQuery
12 16 (6.96%) PostgreSQL
13 13 (5.65%) HBase
14 12 (5.22%) RDBMS
15 11 (4.78%) Impala
16 9 (3.91%) Amazon Athena
17 7 (3.04%) Data Vault
17 7 (3.04%) Delta Lake
18 6 (2.61%) MongoDB
Development Applications
1 28 (12.17%) Git
2 24 (10.43%) JIRA
3 17 (7.39%) GitLab
3 17 (7.39%) Jenkins
4 9 (3.91%) MLflow
5 6 (2.61%) ERwin
6 4 (1.74%) ER Studio
6 4 (1.74%) Gradle
7 3 (1.30%) Maven
7 3 (1.30%) Poetry
7 3 (1.30%) SonarQube
7 3 (1.30%) Sonatype Nexus
8 2 (0.87%) Cypress.io
8 2 (0.87%) PyCharm
8 2 (0.87%) Team Foundation Server
8 2 (0.87%) Visual Studio Code
9 1 (0.43%) Artifactory
9 1 (0.43%) Cucumber
9 1 (0.43%) Gatling
9 1 (0.43%) SpecFlow
General
1 66 (28.70%) Social Skills
2 64 (27.83%) Finance
3 40 (17.39%) Analytical Skills
4 27 (11.74%) Banking
5 13 (5.65%) Public Sector
6 10 (4.35%) Telecoms
7 7 (3.04%) Financial Institution
8 4 (1.74%) Influencing Skills
8 4 (1.74%) Investment Banking
8 4 (1.74%) Retail
9 3 (1.30%) General Ledger
10 2 (0.87%) Inclusion and Diversity
10 2 (0.87%) Manufacturing
10 2 (0.87%) Marketing
11 1 (0.43%) Advertising
11 1 (0.43%) Agriculture
11 1 (0.43%) Front Office
11 1 (0.43%) Legal
11 1 (0.43%) Presentation Skills
11 1 (0.43%) Retail Banking
Job Titles
1 61 (26.52%) Data Engineer
2 36 (15.65%) Senior
3 30 (13.04%) Developer
4 29 (12.61%) Architect
5 22 (9.57%) Data Scientist
6 17 (7.39%) Lead
7 15 (6.52%) Data Architect
7 15 (6.52%) Software Engineer
8 10 (4.35%) Solutions Architect
9 9 (3.91%) Analyst
9 9 (3.91%) Senior Software Engineer
10 8 (3.48%) Java Engineer
10 8 (3.48%) Scala Developer
11 7 (3.04%) Azure Engineer
11 7 (3.04%) Big Data Engineer
11 7 (3.04%) Senior Data Engineer
12 6 (2.61%) AWS Engineer
12 6 (2.61%) Data Modeller
12 6 (2.61%) Hadoop Developer
12 6 (2.61%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 55 (23.91%) Kafka
2 27 (11.74%) Apache NiFi
3 25 (10.87%) PySpark
4 20 (8.70%) Pandas
4 20 (8.70%) scikit-learn
5 14 (6.09%) .NET
5 14 (6.09%) NumPy
6 11 (4.78%) HTML
6 11 (4.78%) PyTorch
6 11 (4.78%) RabbitMQ
6 11 (4.78%) React
6 11 (4.78%) TensorFlow
7 10 (4.35%) Flask
7 10 (4.35%) JSON
8 8 (3.48%) Spark Streaming
8 8 (3.48%) XML
9 7 (3.04%) Elastic Stack
10 6 (2.61%) RESTful
11 5 (2.17%) pytest
11 5 (2.17%) Spring
Miscellaneous
1 18 (7.83%) Distributed Computing
2 17 (7.39%) Algorithms
3 16 (6.96%) Cloud Native
4 7 (3.04%) Data Structures
4 7 (3.04%) Distributed Systems
5 6 (2.61%) Data Protection Act
6 5 (2.17%) Analytical Mindset
6 5 (2.17%) Hybrid Cloud
7 4 (1.74%) Credit Risk
7 4 (1.74%) Derivative
8 3 (1.30%) Data Centre
8 3 (1.30%) Legacy Systems
8 3 (1.30%) Management Information System
8 3 (1.30%) Product Ownership
9 2 (0.87%) Fixed Income
9 2 (0.87%) Foreign Exchange (FX)
9 2 (0.87%) Hedge funds
9 2 (0.87%) Market Risk
9 2 (0.87%) Onboarding
9 2 (0.87%) Reference Data
Operating Systems
1 23 (10.00%) Linux
2 10 (4.35%) Unix
3 6 (2.61%) Windows
4 3 (1.30%) Red Hat Enterprise Linux
Processes & Methodologies
1 73 (31.74%) Agile
2 68 (29.57%) Data Modelling
3 67 (29.13%) ETL
4 66 (28.70%) Analytics
5 64 (27.83%) Data Pipeline
6 59 (25.65%) Data Engineering
6 59 (25.65%) Machine Learning
7 54 (23.48%) Data Science
8 50 (21.74%) CI/CD
9 48 (20.87%) Data Governance
10 47 (20.43%) Problem-Solving
11 42 (18.26%) AI
12 39 (16.96%) Software Engineering
13 37 (16.09%) Microservices
14 34 (14.78%) Decision-Making
15 33 (14.35%) Containerisation
15 33 (14.35%) DevOps
16 32 (13.91%) Business Intelligence
17 31 (13.48%) Visualisation
18 28 (12.17%) Scrum
Programming Languages
1 156 (67.83%) Python
2 112 (48.70%) SQL
3 48 (20.87%) Java
4 28 (12.17%) Scala
5 19 (8.26%) C++
6 18 (7.83%) R
7 15 (6.52%) C#
8 14 (6.09%) JavaScript
9 11 (4.78%) Bash
10 5 (2.17%) C
11 4 (1.74%) Shell Script
12 3 (1.30%) Groovy
12 3 (1.30%) Perl
12 3 (1.30%) PL/SQL
12 3 (1.30%) PowerShell
13 2 (0.87%) T-SQL
14 1 (0.43%) CodeQL
14 1 (0.43%) Go
14 1 (0.43%) Korn
14 1 (0.43%) Kusto Query Language
Qualifications
1 43 (18.70%) Security Cleared
2 33 (14.35%) SC Cleared
3 26 (11.30%) Degree
3 26 (11.30%) DV Cleared
4 15 (6.52%) Master's Degree
5 12 (5.22%) Computer Science Degree
6 5 (2.17%) PhD
7 4 (1.74%) AWS Certification
7 4 (1.74%) Azure Certification
8 2 (0.87%) BPSS Clearance
8 2 (0.87%) CISSP
9 1 (0.43%) HP APS
9 1 (0.43%) ITIL Certification
9 1 (0.43%) Microsoft Certification
9 1 (0.43%) OCP
9 1 (0.43%) Oracle Certification
9 1 (0.43%) Postgraduate
9 1 (0.43%) Tableau Certification
Quality Assurance & Compliance
1 45 (19.57%) Data Quality
2 16 (6.96%) GDPR
3 10 (4.35%) QA
4 4 (1.74%) California Consumer Privacy Act
5 3 (1.30%) Accessibility
6 1 (0.43%) HIPAA
6 1 (0.43%) IFRS
6 1 (0.43%) IFRS 17
6 1 (0.43%) PCI DSS
6 1 (0.43%) Solvency II
System Software
1 31 (13.48%) Docker
2 12 (5.22%) HDFS
3 1 (0.43%) Virtual Machines
Systems Management
1 35 (15.22%) Kubernetes
2 15 (6.52%) Terraform
3 8 (3.48%) Argo
3 8 (3.48%) Grafana
4 7 (3.04%) Ansible
5 4 (1.74%) Hadoop YARN
5 4 (1.74%) Prometheus
6 3 (1.30%) Istio
6 3 (1.30%) Kibana
6 3 (1.30%) Oozie
7 2 (0.87%) logstash
7 2 (0.87%) Nagios
7 2 (0.87%) Progress Chef
7 2 (0.87%) Rancher
8 1 (0.43%) HP ALM
8 1 (0.43%) Kubeflow
8 1 (0.43%) Puppet
8 1 (0.43%) Single Sign-On
8 1 (0.43%) Tivoli
Vendors
1 35 (15.22%) Databricks
2 26 (11.30%) Google
3 21 (9.13%) Cloudera
4 20 (8.70%) Microsoft
5 14 (6.09%) Foundry
5 14 (6.09%) Palantir
6 6 (2.61%) Oracle
7 4 (1.74%) Ab Initio
7 4 (1.74%) Sage
8 3 (1.30%) Informatica
8 3 (1.30%) Salesforce
9 2 (0.87%) Bloomberg
9 2 (0.87%) OpenAI
9 2 (0.87%) Red Hat
9 2 (0.87%) Refinitiv
9 2 (0.87%) Splunk
9 2 (0.87%) Vertica
10 1 (0.43%) ServiceNow
10 1 (0.43%) SnapLogic
10 1 (0.43%) Talend