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 7 February 2026, with comparisons to the same periods in the previous two years.

6 months to
7 Feb 2026
Same period 2025 Same period 2024
Rank 367 224 226
Rank change year-on-year -143 +2 -48
Contract jobs citing Big Data 195 294 395
As % of all contract jobs in England 0.59% 1.12% 1.03%
As % of the Database & Business Intelligence category 3.60% 6.05% 6.39%
Number of daily rates quoted 151 183 271
10th Percentile £313 £380 £400
25th Percentile £400 £464 £481
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - -8.33%
75th Percentile £622 £676 £700
90th Percentile £781 £749 £788
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -8.33%
Number of hourly rates quoted 1 3 25
10th Percentile - - £20.92
25th Percentile - £51.25 £27.75
Median hourly rate £69.44 £52.50 £46.06
Median % change year-on-year +32.27% +13.99% +5.56%
75th Percentile - £56.25 £51.58
90th Percentile - £57.75 £75.80
UK median hourly rate £64.00 £52.50 £46.18
% change year-on-year +21.90% +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 5,413 4,856 6,183
As % of all contract IT jobs advertised in England 16.25% 18.54% 16.13%
Number of daily rates quoted 3,769 3,226 4,459
10th Percentile £330 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £538 £538
Median % change year-on-year -6.98% - -2.27%
75th Percentile £600 £663 £650
90th Percentile £700 £775 £750
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 102 81 169
10th Percentile £18.25 £22.27 £15.58
25th Percentile £27.62 £25.26 £21.64
Median hourly rate £51.36 £41.50 £42.50
Median % change year-on-year +23.76% -2.35% -25.26%
75th Percentile £74.68 £65.00 £61.50
90th Percentile £85.90 £73.75 £77.50
UK median hourly rate £54.00 £38.50 £42.50
% change year-on-year +40.26% -9.41% -25.26%

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 7 February 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 7 February 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 -69 127 £550 - 58
North of England -64 18 £450 -33.33% 17
South East -42 16 £438 -12.50% 27
North West -23 13 £473 -30.00% 12
Midlands -43 13 £428 -5.94% 5
East Midlands -23 9 £423 -3.43% 2
South West -26 8 £525 -21.35% 3
North East -19 4 £450 +10.02% 3
West Midlands -41 4 £449 -24.24% 3
East of England -32 2 £505 -22.31% 12
Yorkshire -59 1 - - 2
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 92 (47.18%) Apache Spark
2 34 (17.44%) Apache
3 23 (11.79%) Apache Airflow
4 14 (7.18%) Confluence
5 8 (4.10%) Palantir Foundry
6 4 (2.05%) SharePoint
7 2 (1.03%) Apache Pig
7 2 (1.03%) Jupyter
7 2 (1.03%) Microsoft Exchange
8 1 (0.51%) Camunda
8 1 (0.51%) IIS
8 1 (0.51%) nginx
8 1 (0.51%) SAS
Applications
1 1 (0.51%) Microsoft Excel
1 1 (0.51%) Microsoft Office
1 1 (0.51%) Microsoft PowerPoint
1 1 (0.51%) MS Visio
Business Applications
1 2 (1.03%) Salesforce CRM
Cloud Services
1 84 (43.08%) AWS
2 60 (30.77%) Azure
3 45 (23.08%) GCP
4 25 (12.82%) Serverless
5 23 (11.79%) Power Platform
6 20 (10.26%) Snowflake
7 15 (7.69%) GitHub
8 12 (6.15%) GitHub Actions
9 11 (5.64%) AWS Lambda
10 10 (5.13%) Amazon S3
11 9 (4.62%) Azure Data Factory
12 7 (3.59%) Amazon ECS
13 6 (3.08%) Amazon CloudWatch
13 6 (3.08%) Amazon SageMaker
14 5 (2.56%) Amazon EKS
14 5 (2.56%) Azure DevOps
14 5 (2.56%) Microsoft Copilot
15 4 (2.05%) Amazon EC2
15 4 (2.05%) OpenShift
16 3 (1.54%) Cloud Computing
Communications & Networking
1 3 (1.54%) Kerberos
1 3 (1.54%) VPN
2 1 (0.51%) TCP/IP
Database & Business Intelligence
1 66 (33.85%) Hadoop
2 43 (22.05%) Data Warehouse
3 30 (15.38%) NoSQL
4 24 (12.31%) Relational Database
5 23 (11.79%) Data Lake
6 20 (10.26%) Power BI
6 20 (10.26%) SQL Server
7 18 (9.23%) Apache Hive
8 17 (8.72%) Metadata
9 15 (7.69%) Elasticsearch
9 15 (7.69%) PostgreSQL
10 13 (6.67%) RDBMS
11 12 (6.15%) Tableau
12 10 (5.13%) Impala
13 9 (4.62%) HBase
14 8 (4.10%) Amazon Redshift
14 8 (4.10%) BigQuery
15 7 (3.59%) Azure SQL Database
16 6 (3.08%) Data Mining
16 6 (3.08%) MongoDB
Development Applications
1 20 (10.26%) Git
2 19 (9.74%) Jenkins
3 18 (9.23%) JIRA
4 17 (8.72%) GitLab
5 5 (2.56%) MLflow
6 4 (2.05%) ERwin
7 3 (1.54%) ER Studio
7 3 (1.54%) Postman
7 3 (1.54%) Robot Framework
7 3 (1.54%) Selenium
8 2 (1.03%) Team Foundation Server
9 1 (0.51%) Cucumber
9 1 (0.51%) Cypress.io
9 1 (0.51%) JMeter
9 1 (0.51%) JUnit
9 1 (0.51%) NUnit
9 1 (0.51%) PowerDesigner
9 1 (0.51%) Sonatype Nexus
9 1 (0.51%) Visual Studio
9 1 (0.51%) Visual Studio Coded UI
General
1 72 (36.92%) Social Skills
2 59 (30.26%) Finance
3 27 (13.85%) Analytical Skills
4 22 (11.28%) Banking
5 11 (5.64%) Public Sector
6 4 (2.05%) Telecoms
7 3 (1.54%) Financial Institution
7 3 (1.54%) Inclusion and Diversity
7 3 (1.54%) Investment Banking
8 2 (1.03%) Manufacturing
9 1 (0.51%) Agriculture
9 1 (0.51%) Documentation Skills
9 1 (0.51%) Front Office
9 1 (0.51%) Marketing
9 1 (0.51%) Presentation Skills
Job Titles
1 54 (27.69%) Data Engineer
2 27 (13.85%) Senior
3 22 (11.28%) Lead
4 20 (10.26%) Developer
5 18 (9.23%) Data Scientist
6 16 (8.21%) Architect
7 14 (7.18%) Data Architect
8 13 (6.67%) Analyst
9 11 (5.64%) Data Analyst
10 7 (3.59%) Machine Learning Engineer
10 7 (3.59%) QA Engineer
10 7 (3.59%) Software Engineer
11 6 (3.08%) AWS Engineer
11 6 (3.08%) Big Data Engineer
11 6 (3.08%) Java Engineer
11 6 (3.08%) Platform Engineer
11 6 (3.08%) Senior Data Engineer
12 5 (2.56%) Business Intelligence Manager
12 5 (2.56%) Data Modeller
12 5 (2.56%) Senior Manager
Libraries, Frameworks & Software Standards
1 42 (21.54%) Kafka
2 24 (12.31%) PySpark
3 16 (8.21%) Apache NiFi
3 16 (8.21%) scikit-learn
4 13 (6.67%) Pandas
5 11 (5.64%) TensorFlow
6 9 (4.62%) HTML
6 9 (4.62%) React
6 9 (4.62%) Spring
7 8 (4.10%) NumPy
7 8 (4.10%) RabbitMQ
7 8 (4.10%) Spring Boot
8 7 (3.59%) .NET
8 7 (3.59%) Flask
8 7 (3.59%) PyTorch
8 7 (3.59%) RESTful
9 6 (3.08%) pytest
9 6 (3.08%) Spark Streaming
10 5 (2.56%) XGBoost
10 5 (2.56%) YAML
Miscellaneous
1 17 (8.72%) Cloud Native
2 14 (7.18%) Distributed Computing
3 10 (5.13%) Algorithms
4 6 (3.08%) Data Structures
4 6 (3.08%) Distributed Systems
5 4 (2.05%) Analytical Mindset
5 4 (2.05%) Data Protection Act
5 4 (2.05%) Derivative
5 4 (2.05%) Hybrid Cloud
6 3 (1.54%) Management Information System
6 3 (1.54%) Product Ownership
7 2 (1.03%) AI Agents
7 2 (1.03%) Data Centre
7 2 (1.03%) FMCG
7 2 (1.03%) Foreign Exchange (FX)
7 2 (1.03%) Hedge funds
7 2 (1.03%) Legacy Systems
7 2 (1.03%) Onboarding
7 2 (1.03%) Reference Data
8 1 (0.51%) IoT
Operating Systems
1 15 (7.69%) Linux
2 8 (4.10%) Unix
3 1 (0.51%) Windows
Processes & Methodologies
1 69 (35.38%) Analytics
1 69 (35.38%) ETL
2 59 (30.26%) Data Pipeline
3 58 (29.74%) Data Modelling
4 57 (29.23%) Agile
5 56 (28.72%) Data Engineering
6 54 (27.69%) CI/CD
7 51 (26.15%) Data Governance
8 50 (25.64%) Machine Learning
9 46 (23.59%) Data Science
9 46 (23.59%) Problem-Solving
10 45 (23.08%) AI
11 35 (17.95%) DevOps
12 34 (17.44%) Visualisation
13 30 (15.38%) Software Engineering
14 27 (13.85%) Business Intelligence
14 27 (13.85%) Computer Science
15 26 (13.33%) Decision-Making
16 25 (12.82%) Containerisation
17 24 (12.31%) Microservices
Programming Languages
1 128 (65.64%) Python
2 107 (54.87%) SQL
3 40 (20.51%) Java
4 24 (12.31%) Scala
5 21 (10.77%) R
6 13 (6.67%) C++
7 12 (6.15%) C#
7 12 (6.15%) JavaScript
8 7 (3.59%) Bash
9 4 (2.05%) Shell Script
10 3 (1.54%) Perl
11 2 (1.03%) Ada
11 2 (1.03%) PL/SQL
11 2 (1.03%) T-SQL
11 2 (1.03%) TypeScript
12 1 (0.51%) Go
12 1 (0.51%) Korn
12 1 (0.51%) PowerShell
Qualifications
1 44 (22.56%) Security Cleared
2 33 (16.92%) SC Cleared
3 28 (14.36%) Degree
4 20 (10.26%) Computer Science Degree
5 18 (9.23%) DV Cleared
6 14 (7.18%) Master's Degree
7 4 (2.05%) Azure Certification
8 3 (1.54%) AWS Certification
8 3 (1.54%) BPSS Clearance
8 3 (1.54%) PhD
9 1 (0.51%) HP APS
9 1 (0.51%) ISTQB
9 1 (0.51%) ITIL Certification
9 1 (0.51%) Microsoft Certification
9 1 (0.51%) OCP
9 1 (0.51%) Oracle Certification
9 1 (0.51%) Postgraduate
9 1 (0.51%) Tableau Certification
Quality Assurance & Compliance
1 45 (23.08%) Data Quality
2 14 (7.18%) QA
3 12 (6.15%) GDPR
4 3 (1.54%) California Consumer Privacy Act
5 2 (1.03%) Accessibility
5 2 (1.03%) Actionable Recommendations
5 2 (1.03%) PCI DSS
5 2 (1.03%) Sarbanes-Oxley
6 1 (0.51%) HIPAA
6 1 (0.51%) IFRS
6 1 (0.51%) IFRS 17
6 1 (0.51%) ISO 13485
6 1 (0.51%) Solvency II
System Software
1 36 (18.46%) Docker
2 11 (5.64%) HDFS
3 1 (0.51%) Virtual Machines
Systems Management
1 39 (20.00%) Kubernetes
2 12 (6.15%) Terraform
3 6 (3.08%) Grafana
4 5 (2.56%) Prometheus
5 3 (1.54%) Ansible
5 3 (1.54%) Argo
5 3 (1.54%) Nagios
5 3 (1.54%) Rancher
6 2 (1.03%) Hadoop YARN
6 2 (1.03%) Kibana
7 1 (0.51%) HP ALM
7 1 (0.51%) logstash
7 1 (0.51%) Oozie
7 1 (0.51%) Tivoli
Vendors
1 37 (18.97%) Databricks
2 15 (7.69%) Microsoft
3 14 (7.18%) Google
4 12 (6.15%) Cloudera
5 8 (4.10%) Foundry
5 8 (4.10%) Palantir
6 6 (3.08%) Ab Initio
6 6 (3.08%) Oracle
7 5 (2.56%) Informatica
8 3 (1.54%) OpenAI
9 2 (1.03%) IBM
9 2 (1.03%) Salesforce
9 2 (1.03%) Splunk
9 2 (1.03%) Sybase
9 2 (1.03%) Talend
9 2 (1.03%) Teradata
10 1 (0.51%) Atlassian
10 1 (0.51%) Guidewire
10 1 (0.51%) HP
10 1 (0.51%) Vertica