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 11 January 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Jan 2026
Same period 2025 Same period 2024
Rank 334 226 239
Rank change year-on-year -108 +13 -70
Contract jobs citing Big Data 208 294 358
As % of all contract jobs in England 0.67% 1.09% 0.98%
As % of the Database & Business Intelligence category 3.95% 5.96% 5.99%
Number of daily rates quoted 165 176 230
10th Percentile £314 £400 £413
25th Percentile £400 £480 £500
Median daily rate (50th Percentile) £500 £575 £570
Median % change year-on-year -13.04% +0.88% -5.00%
75th Percentile £615 £689 £700
90th Percentile £773 £764 £800
UK median daily rate £500 £558 £550
% change year-on-year -10.31% +1.36% -8.33%
Number of hourly rates quoted 0 4 22
10th Percentile - £30.25 £26.39
25th Percentile - £43.75 £42.50
Median hourly rate - £52.50 £46.18
Median % change year-on-year - +13.69% +5.84%
75th Percentile - £53.75 £67.13
90th Percentile - - £78.00
UK median hourly rate - £52.50 £46.18
% change year-on-year - +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 5,261 4,931 5,981
As % of all contract IT jobs advertised in England 16.90% 18.30% 16.43%
Number of daily rates quoted 3,660 3,272 4,279
10th Percentile £325 £351 £356
25th Percentile £413 £425 £440
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - -
75th Percentile £613 £663 £660
90th Percentile £710 £775 £750
UK median daily rate £500 £525 £534
% change year-on-year -4.76% -1.69% -2.91%
Number of hourly rates quoted 74 68 140
10th Percentile £18.93 £20.82 £18.38
25th Percentile £29.06 £24.25 £23.12
Median hourly rate £51.36 £42.00 £46.18
Median % change year-on-year +22.29% -9.05% -16.04%
75th Percentile £70.00 £64.79 £64.43
90th Percentile £84.70 £74.50 £78.00
UK median hourly rate £48.72 £35.00 £46.18
% change year-on-year +39.20% -24.21% -16.04%

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 11 January 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 11 January 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 -38 139 £550 - 44
Midlands -30 17 £420 -31.37% 11
South East -22 16 £392 -43.50% 52
East Midlands -12 14 £420 -23.64% 9
North of England -43 14 £473 -27.31% 22
North West -15 13 £473 -30.00% 12
South West -33 9 £525 -21.35% 14
West Midlands -30 3 £447 -26.96% 2
East of England -25 2 £453 -30.38% 24
Yorkshire -53 1 - - 7
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 93 (44.71%) Apache Spark
2 32 (15.38%) Apache
3 19 (9.13%) Apache Airflow
4 18 (8.65%) Confluence
5 4 (1.92%) SharePoint
6 2 (0.96%) Apache Pig
6 2 (0.96%) Jupyter
6 2 (0.96%) SAS
7 1 (0.48%) Apache Superset
7 1 (0.48%) IIS
7 1 (0.48%) Luigi
7 1 (0.48%) nginx
Applications
1 2 (0.96%) MS Visio
2 1 (0.48%) Microsoft Excel
2 1 (0.48%) Microsoft Office
2 1 (0.48%) Microsoft PowerPoint
Business Applications
1 3 (1.44%) Salesforce CRM
2 1 (0.48%) Distributed Ledger
Cloud Services
1 79 (37.98%) AWS
2 56 (26.92%) Azure
3 40 (19.23%) GCP
4 26 (12.50%) Serverless
5 22 (10.58%) Power Platform
6 17 (8.17%) Snowflake
7 16 (7.69%) GitHub
8 12 (5.77%) Amazon S3
9 10 (4.81%) GitHub Actions
10 8 (3.85%) AWS Lambda
11 7 (3.37%) Amazon ECS
12 6 (2.88%) Amazon SageMaker
12 6 (2.88%) Azure Data Factory
13 5 (2.40%) Amazon EC2
13 5 (2.40%) Amazon EKS
13 5 (2.40%) Azure DevOps
13 5 (2.40%) Microsoft Copilot
14 4 (1.92%) Amazon CloudWatch
14 4 (1.92%) Azure Synapse Analytics
15 3 (1.44%) Route 53
Communications & Networking
1 3 (1.44%) Kerberos
1 3 (1.44%) VPN
2 2 (0.96%) DNS
2 2 (0.96%) TCP/IP
3 1 (0.48%) HTTP
3 1 (0.48%) SSH
3 1 (0.48%) SSL
Database & Business Intelligence
1 78 (37.50%) Hadoop
2 40 (19.23%) Data Warehouse
3 28 (13.46%) NoSQL
4 25 (12.02%) Data Lake
5 23 (11.06%) Apache Hive
6 22 (10.58%) Power BI
7 20 (9.62%) Elasticsearch
7 20 (9.62%) Relational Database
8 19 (9.13%) SQL Server
9 18 (8.65%) Metadata
9 18 (8.65%) Tableau
10 13 (6.25%) HBase
11 12 (5.77%) Impala
11 12 (5.77%) RDBMS
12 10 (4.81%) PostgreSQL
13 9 (4.33%) BigQuery
14 7 (3.37%) Amazon Redshift
14 7 (3.37%) Azure SQL Database
14 7 (3.37%) Data Mining
15 6 (2.88%) DataStage
Development Applications
1 24 (11.54%) Git
2 22 (10.58%) JIRA
3 18 (8.65%) Jenkins
4 15 (7.21%) GitLab
5 6 (2.88%) ERwin
5 6 (2.88%) MLflow
6 4 (1.92%) ER Studio
7 2 (0.96%) Cypress.io
7 2 (0.96%) Gradle
7 2 (0.96%) Poetry
7 2 (0.96%) Selenium
7 2 (0.96%) Team Foundation Server
8 1 (0.48%) Artifactory
8 1 (0.48%) Cucumber
8 1 (0.48%) Gatling
8 1 (0.48%) Robot Framework
8 1 (0.48%) SonarQube
8 1 (0.48%) Sonatype Nexus
8 1 (0.48%) SpecFlow
8 1 (0.48%) Visual Studio Code
General
1 76 (36.54%) Social Skills
2 62 (29.81%) Finance
3 36 (17.31%) Analytical Skills
4 22 (10.58%) Banking
5 13 (6.25%) Public Sector
6 5 (2.40%) Telecoms
7 3 (1.44%) Financial Institution
7 3 (1.44%) Inclusion and Diversity
7 3 (1.44%) Investment Banking
7 3 (1.44%) Manufacturing
8 2 (0.96%) Marketing
9 1 (0.48%) Agriculture
9 1 (0.48%) Corporate Banking
9 1 (0.48%) Front Office
9 1 (0.48%) Presentation Skills
9 1 (0.48%) Retail
9 1 (0.48%) Retail Banking
Job Titles
1 57 (27.40%) Data Engineer
2 31 (14.90%) Senior
3 25 (12.02%) Developer
4 20 (9.62%) Lead
5 19 (9.13%) Data Scientist
6 16 (7.69%) Analyst
7 15 (7.21%) Architect
8 13 (6.25%) Data Analyst
9 12 (5.77%) Data Architect
10 9 (4.33%) Software Engineer
11 8 (3.85%) Scala Developer
12 7 (3.37%) AWS Engineer
12 7 (3.37%) Machine Learning Engineer
12 7 (3.37%) Senior Software Engineer
13 6 (2.88%) Data Modeller
13 6 (2.88%) Hadoop Developer
13 6 (2.88%) Java Engineer
13 6 (2.88%) Senior Data Engineer
14 5 (2.40%) Business Intelligence Manager
14 5 (2.40%) QA Engineer
Libraries, Frameworks & Software Standards
1 44 (21.15%) Kafka
2 28 (13.46%) PySpark
3 22 (10.58%) Apache NiFi
4 17 (8.17%) scikit-learn
5 15 (7.21%) Pandas
6 12 (5.77%) .NET
7 11 (5.29%) TensorFlow
8 10 (4.81%) HTML
8 10 (4.81%) RabbitMQ
8 10 (4.81%) React
9 9 (4.33%) NumPy
10 8 (3.85%) Flask
10 8 (3.85%) Spark Streaming
11 7 (3.37%) JSON
11 7 (3.37%) RESTful
12 6 (2.88%) PyTorch
13 5 (2.40%) pytest
13 5 (2.40%) XGBoost
13 5 (2.40%) XML
13 5 (2.40%) YAML
Miscellaneous
1 17 (8.17%) Cloud Native
1 17 (8.17%) Distributed Computing
2 13 (6.25%) Algorithms
3 6 (2.88%) Data Structures
4 5 (2.40%) Analytical Mindset
4 5 (2.40%) Distributed Systems
4 5 (2.40%) Hybrid Cloud
5 4 (1.92%) Data Protection Act
5 4 (1.92%) Derivative
6 3 (1.44%) Data Centre
6 3 (1.44%) Management Information System
6 3 (1.44%) Product Ownership
7 2 (0.96%) AI Agents
7 2 (0.96%) FMCG
7 2 (0.96%) Foreign Exchange (FX)
7 2 (0.96%) Hedge funds
7 2 (0.96%) Legacy Systems
7 2 (0.96%) Onboarding
7 2 (0.96%) Reference Data
8 1 (0.48%) Augmented Reality
Operating Systems
1 19 (9.13%) Linux
2 6 (2.88%) Unix
3 2 (0.96%) Windows
4 1 (0.48%) Red Hat Enterprise Linux
Processes & Methodologies
1 65 (31.25%) Analytics
2 64 (30.77%) ETL
3 63 (30.29%) Agile
4 60 (28.85%) Data Modelling
4 60 (28.85%) Data Pipeline
5 51 (24.52%) Data Engineering
6 49 (23.56%) Machine Learning
6 49 (23.56%) Problem-Solving
7 47 (22.60%) Data Science
8 46 (22.12%) Data Governance
9 45 (21.63%) CI/CD
10 37 (17.79%) AI
11 35 (16.83%) Software Engineering
12 34 (16.35%) Visualisation
13 32 (15.38%) Business Intelligence
14 31 (14.90%) Decision-Making
14 31 (14.90%) DevOps
15 29 (13.94%) Microservices
16 26 (12.50%) Computer Science
17 24 (11.54%) Scrum
Programming Languages
1 141 (67.79%) Python
2 111 (53.37%) SQL
3 43 (20.67%) Java
4 29 (13.94%) Scala
5 22 (10.58%) R
6 15 (7.21%) C#
6 15 (7.21%) C++
7 14 (6.73%) JavaScript
8 9 (4.33%) Bash
9 4 (1.92%) Shell Script
10 3 (1.44%) Perl
10 3 (1.44%) PL/SQL
11 2 (0.96%) Ada
11 2 (0.96%) T-SQL
12 1 (0.48%) C
12 1 (0.48%) Go
12 1 (0.48%) Groovy
12 1 (0.48%) Korn
12 1 (0.48%) Kusto Query Language
12 1 (0.48%) PowerShell
Qualifications
1 45 (21.63%) Security Cleared
2 34 (16.35%) SC Cleared
3 28 (13.46%) Degree
4 24 (11.54%) DV Cleared
5 17 (8.17%) Computer Science Degree
6 15 (7.21%) Master's Degree
7 4 (1.92%) Azure Certification
7 4 (1.92%) BPSS Clearance
7 4 (1.92%) PhD
8 3 (1.44%) AWS Certification
9 2 (0.96%) MCP
10 1 (0.48%) CISSP
10 1 (0.48%) HP APS
10 1 (0.48%) ITIL Certification
10 1 (0.48%) Microsoft Certification
10 1 (0.48%) OCP
10 1 (0.48%) Oracle Certification
10 1 (0.48%) Postgraduate
10 1 (0.48%) Tableau Certification
Quality Assurance & Compliance
1 45 (21.63%) Data Quality
2 12 (5.77%) GDPR
3 10 (4.81%) QA
4 3 (1.44%) California Consumer Privacy Act
5 2 (0.96%) Accessibility
5 2 (0.96%) Actionable Recommendations
5 2 (0.96%) PCI DSS
6 1 (0.48%) HIPAA
6 1 (0.48%) IFRS
6 1 (0.48%) IFRS 17
6 1 (0.48%) Sarbanes-Oxley
6 1 (0.48%) Solvency II
System Software
1 32 (15.38%) Docker
2 15 (7.21%) HDFS
3 1 (0.48%) Virtual Machines
Systems Management
1 33 (15.87%) Kubernetes
2 9 (4.33%) Terraform
3 6 (2.88%) Grafana
4 5 (2.40%) Argo
5 4 (1.92%) Ansible
5 4 (1.92%) Hadoop YARN
5 4 (1.92%) Prometheus
6 3 (1.44%) Nagios
6 3 (1.44%) Oozie
6 3 (1.44%) Rancher
7 2 (0.96%) Kibana
8 1 (0.48%) HP ALM
8 1 (0.48%) Istio
8 1 (0.48%) logstash
8 1 (0.48%) Progress Chef
8 1 (0.48%) Puppet
8 1 (0.48%) Tivoli
Vendors
1 37 (17.79%) Databricks
2 18 (8.65%) Cloudera
2 18 (8.65%) Google
3 15 (7.21%) Microsoft
4 12 (5.77%) Foundry
4 12 (5.77%) Palantir
5 4 (1.92%) Ab Initio
5 4 (1.92%) Oracle
6 3 (1.44%) Salesforce
7 2 (0.96%) IBM
7 2 (0.96%) Informatica
7 2 (0.96%) OpenAI
7 2 (0.96%) Splunk
7 2 (0.96%) Vertica
8 1 (0.48%) Atlassian
8 1 (0.48%) Guidewire
8 1 (0.48%) PayPal
8 1 (0.48%) Refinitiv
8 1 (0.48%) SnapLogic
8 1 (0.48%) Zoomdata