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

6 months to
8 Nov 2025
Same period 2024 Same period 2023
Rank 319 195 233
Rank change year-on-year -124 +38 -61
Contract jobs citing Big Data 234 394 418
As % of all contract jobs in England 0.79% 1.26% 1.05%
As % of the Database & Business Intelligence category 4.39% 7.10% 6.27%
Number of daily rates quoted 183 247 264
10th Percentile £376 £367 £450
25th Percentile £413 £463 £500
Median daily rate (50th Percentile) £525 £550 £578
Median % change year-on-year -4.55% -4.76% -3.75%
75th Percentile £652 £700 £700
90th Percentile £774 £825 £825
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - -8.33%
Number of hourly rates quoted 1 5 24
10th Percentile - £27.25 £42.66
25th Percentile - £36.25 £46.18
Median hourly rate £38.96 £47.50 £74.75
Median % change year-on-year -17.98% -36.45% +113.57%
75th Percentile - £53.75 £78.19
90th Percentile - - £88.50
UK median hourly rate £38.96 £47.50 £72.00
% change year-on-year -17.98% -34.03% +105.71%

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 5,327 5,546 6,667
As % of all contract IT jobs advertised in England 17.90% 17.80% 16.69%
Number of daily rates quoted 3,676 3,735 4,732
10th Percentile £325 £350 £360
25th Percentile £413 £425 £450
Median daily rate (50th Percentile) £507 £550 £550
Median % change year-on-year -7.82% - -
75th Percentile £625 £663 £650
90th Percentile £732 £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 79 142
10th Percentile £19.94 £17.90 £19.27
25th Percentile £29.00 £23.45 £25.28
Median hourly rate £43.50 £35.00 £48.45
Median % change year-on-year +24.29% -27.76% -3.11%
75th Percentile £65.00 £54.75 £68.31
90th Percentile £85.30 £65.20 £78.00
UK median hourly rate £43.50 £30.40 £47.50
% change year-on-year +43.09% -36.00% -4.90%

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 8 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 8 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 -69 144 £550 - 186
South East -10 20 £475 -5.00% 164
Midlands -33 19 £420 -31.37% 12
North of England -46 16 £494 -2.61% 32
East Midlands -8 14 £420 -1.18% 4
South West -25 13 £525 -21.35% 7
North West -6 12 £500 +22.25% 28
East of England -8 8 £500 -20.00% 39
West Midlands -41 5 £402 -34.31% 8
North East -14 2 - - 1
Yorkshire -55 2 £488 -3.85% 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 89 (38.03%) Apache Spark
2 39 (16.67%) Apache
3 22 (9.40%) Apache Airflow
4 15 (6.41%) Confluence
5 3 (1.28%) Jupyter
6 2 (0.85%) Apache Pig
6 2 (0.85%) Luigi
6 2 (0.85%) SAS
7 1 (0.43%) Apache Superset
7 1 (0.43%) IIS
7 1 (0.43%) MS Project Server
7 1 (0.43%) nginx
Applications
1 2 (0.85%) Microsoft Office
1 2 (0.85%) MS Visio
2 1 (0.43%) Microsoft Excel
2 1 (0.43%) Microsoft PowerPoint
2 1 (0.43%) Microsoft Project
Business Applications
1 3 (1.28%) Avolution ABACUS
1 3 (1.28%) Salesforce CRM
2 2 (0.85%) Distributed Ledger
Cloud Services
1 93 (39.74%) AWS
2 70 (29.91%) Azure
3 56 (23.93%) GCP
4 30 (12.82%) Serverless
5 23 (9.83%) Power Platform
6 20 (8.55%) Amazon S3
7 18 (7.69%) Snowflake
8 17 (7.26%) GitHub
9 11 (4.70%) Amazon SageMaker
10 9 (3.85%) AWS Lambda
10 9 (3.85%) Google Kubernetes Engine
11 8 (3.42%) Azure Data Factory
11 8 (3.42%) Azure Synapse Analytics
11 8 (3.42%) GitHub Actions
12 7 (2.99%) AWS Step Functions
12 7 (2.99%) Azure DevOps
13 6 (2.56%) Amazon ECS
14 5 (2.14%) Microsoft Copilot
15 4 (1.71%) Amazon Bedrock
15 4 (1.71%) ChatGPT
Communications & Networking
1 4 (1.71%) DNS
1 4 (1.71%) TCP/IP
2 3 (1.28%) SSH
3 2 (0.85%) Internet
3 2 (0.85%) SSL
4 1 (0.43%) HTTP
4 1 (0.43%) Kerberos
4 1 (0.43%) VPN
Database & Business Intelligence
1 82 (35.04%) Hadoop
2 39 (16.67%) Data Warehouse
3 37 (15.81%) Data Lake
4 30 (12.82%) NoSQL
5 24 (10.26%) Elasticsearch
6 23 (9.83%) Power BI
7 22 (9.40%) Tableau
8 21 (8.97%) Apache Hive
8 21 (8.97%) Metadata
8 21 (8.97%) Relational Database
8 21 (8.97%) SQL Server
9 20 (8.55%) BigQuery
10 17 (7.26%) PostgreSQL
11 12 (5.13%) HBase
11 12 (5.13%) RDBMS
12 9 (3.85%) Amazon Athena
12 9 (3.85%) Impala
13 7 (2.99%) Data Vault
13 7 (2.99%) MongoDB
14 6 (2.56%) SQL Server Integration Services
Development Applications
1 32 (13.68%) Git
2 22 (9.40%) JIRA
3 15 (6.41%) GitLab
4 13 (5.56%) Jenkins
5 9 (3.85%) MLflow
6 6 (2.56%) ERwin
7 4 (1.71%) ER Studio
7 4 (1.71%) Gradle
8 3 (1.28%) Maven
8 3 (1.28%) SonarQube
8 3 (1.28%) Sonatype Nexus
9 2 (0.85%) Cypress.io
9 2 (0.85%) Poetry
9 2 (0.85%) PyCharm
9 2 (0.85%) Visual Studio Code
10 1 (0.43%) Artifactory
10 1 (0.43%) Cucumber
10 1 (0.43%) Gatling
10 1 (0.43%) JUnit
10 1 (0.43%) PowerDesigner
General
1 63 (26.92%) Finance
2 61 (26.07%) Social Skills
3 43 (18.38%) Analytical Skills
4 27 (11.54%) Banking
5 12 (5.13%) Public Sector
5 12 (5.13%) Telecoms
6 7 (2.99%) Financial Institution
7 4 (1.71%) Influencing Skills
7 4 (1.71%) Retail
8 3 (1.28%) General Ledger
8 3 (1.28%) Investment Banking
8 3 (1.28%) Organisational Skills
9 2 (0.85%) Inclusion and Diversity
9 2 (0.85%) Manufacturing
9 2 (0.85%) Marketing
10 1 (0.43%) Advertising
10 1 (0.43%) Agriculture
10 1 (0.43%) Health Technology
10 1 (0.43%) Police
10 1 (0.43%) Presentation Skills
Job Titles
1 62 (26.50%) Data Engineer
2 36 (15.38%) Senior
3 34 (14.53%) Architect
4 28 (11.97%) Developer
5 22 (9.40%) Data Scientist
6 20 (8.55%) Data Architect
7 18 (7.69%) Lead
8 14 (5.98%) Software Engineer
9 13 (5.56%) Analyst
10 10 (4.27%) Solutions Architect
11 9 (3.85%) Java Engineer
12 8 (3.42%) Big Data Engineer
12 8 (3.42%) Data Analyst
12 8 (3.42%) Scala Developer
12 8 (3.42%) Senior Data Engineer
12 8 (3.42%) Senior Software Engineer
13 7 (2.99%) Azure Engineer
14 6 (2.56%) Data Modeller
14 6 (2.56%) Hadoop Developer
14 6 (2.56%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 53 (22.65%) Kafka
2 27 (11.54%) Apache NiFi
2 27 (11.54%) PySpark
3 19 (8.12%) Pandas
3 19 (8.12%) scikit-learn
4 13 (5.56%) .NET
4 13 (5.56%) NumPy
5 12 (5.13%) RabbitMQ
6 11 (4.70%) HTML
6 11 (4.70%) React
7 10 (4.27%) PyTorch
7 10 (4.27%) TensorFlow
8 9 (3.85%) Flask
9 8 (3.42%) JSON
10 7 (2.99%) Elastic Stack
10 7 (2.99%) Spark Streaming
10 7 (2.99%) Spring
11 6 (2.56%) OpenTelemetry
11 6 (2.56%) XML
12 5 (2.14%) Hugging Face
Miscellaneous
1 18 (7.69%) Cloud Native
1 18 (7.69%) Distributed Computing
2 16 (6.84%) Algorithms
3 9 (3.85%) Data Structures
4 6 (2.56%) Distributed Systems
5 5 (2.14%) Data Protection Act
5 5 (2.14%) Hybrid Cloud
6 4 (1.71%) Analytical Mindset
6 4 (1.71%) Onboarding
7 3 (1.28%) Credit Risk
7 3 (1.28%) Data Centre
7 3 (1.28%) Derivative
7 3 (1.28%) Legacy Systems
7 3 (1.28%) Self-Motivation
8 2 (0.85%) Enterprise Cloud
8 2 (0.85%) Fixed Income
8 2 (0.85%) Hedge funds
8 2 (0.85%) Management Information System
8 2 (0.85%) Market Risk
8 2 (0.85%) Reference Data
Operating Systems
1 23 (9.83%) Linux
2 9 (3.85%) Unix
3 6 (2.56%) Windows
4 4 (1.71%) Red Hat Enterprise Linux
5 1 (0.43%) VMS
Processes & Methodologies
1 72 (30.77%) Agile
2 70 (29.91%) Data Modelling
3 68 (29.06%) ETL
4 65 (27.78%) Analytics
5 62 (26.50%) Data Pipeline
5 62 (26.50%) Machine Learning
6 57 (24.36%) Data Engineering
7 55 (23.50%) Data Science
8 52 (22.22%) CI/CD
9 47 (20.09%) AI
9 47 (20.09%) Data Governance
10 45 (19.23%) Problem-Solving
11 39 (16.67%) Microservices
12 37 (15.81%) Software Engineering
13 34 (14.53%) Containerisation
14 32 (13.68%) Visualisation
15 30 (12.82%) Decision-Making
15 30 (12.82%) DevOps
16 29 (12.39%) Business Intelligence
17 27 (11.54%) Data Integration
Programming Languages
1 158 (67.52%) Python
2 115 (49.15%) SQL
3 49 (20.94%) Java
4 27 (11.54%) Scala
5 19 (8.12%) C++
6 16 (6.84%) R
7 14 (5.98%) C#
8 13 (5.56%) JavaScript
9 9 (3.85%) Bash
10 6 (2.56%) C
11 4 (1.71%) Shell Script
12 3 (1.28%) Groovy
12 3 (1.28%) Perl
13 2 (0.85%) PL/SQL
13 2 (0.85%) PowerShell
14 1 (0.43%) Go
14 1 (0.43%) HiveQL
14 1 (0.43%) Korn
14 1 (0.43%) T-SQL
14 1 (0.43%) TypeScript
Qualifications
1 41 (17.52%) Security Cleared
2 33 (14.10%) SC Cleared
3 25 (10.68%) Degree
3 25 (10.68%) DV Cleared
4 15 (6.41%) Master's Degree
5 11 (4.70%) Computer Science Degree
6 5 (2.14%) PhD
7 4 (1.71%) AWS Certification
8 3 (1.28%) Azure Certification
9 2 (0.85%) BPSS Clearance
9 2 (0.85%) CISSP
10 1 (0.43%) ITIL Certification
10 1 (0.43%) Microsoft Certification
10 1 (0.43%) OCP
10 1 (0.43%) Oracle Certification
10 1 (0.43%) PMI Certification
10 1 (0.43%) Postgraduate
10 1 (0.43%) Tableau Certification
Quality Assurance & Compliance
1 46 (19.66%) Data Quality
2 17 (7.26%) GDPR
3 11 (4.70%) QA
4 4 (1.71%) California Consumer Privacy Act
5 3 (1.28%) Accessibility
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 29 (12.39%) Docker
2 10 (4.27%) HDFS
3 1 (0.43%) Virtual Machines
Systems Management
1 36 (15.38%) Kubernetes
2 17 (7.26%) Terraform
3 8 (3.42%) Argo
3 8 (3.42%) Grafana
4 7 (2.99%) Ansible
5 4 (1.71%) Hadoop YARN
6 3 (1.28%) Istio
6 3 (1.28%) Kibana
6 3 (1.28%) Oozie
6 3 (1.28%) Prometheus
7 2 (0.85%) logstash
7 2 (0.85%) Progress Chef
8 1 (0.43%) Kubeflow
8 1 (0.43%) Nagios
8 1 (0.43%) Puppet
8 1 (0.43%) Rancher
8 1 (0.43%) Single Sign-On
Vendors
1 32 (13.68%) Databricks
2 29 (12.39%) Google
3 22 (9.40%) Microsoft
4 21 (8.97%) Cloudera
5 15 (6.41%) Foundry
5 15 (6.41%) Palantir
6 6 (2.56%) Oracle
7 4 (1.71%) Sage
8 3 (1.28%) Ab Initio
8 3 (1.28%) Informatica
8 3 (1.28%) Salesforce
9 2 (0.85%) Bloomberg
9 2 (0.85%) OpenAI
9 2 (0.85%) Red Hat
9 2 (0.85%) Refinitiv
9 2 (0.85%) Splunk
9 2 (0.85%) Vertica
10 1 (0.43%) ServiceNow
10 1 (0.43%) SnapLogic
10 1 (0.43%) Talend