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 26 March 2026, with comparisons to the same periods in the previous two years.

6 months to
26 Mar 2026
Same period 2025 Same period 2024
Rank 371 218 248
Rank change year-on-year -153 +30 -61
Contract jobs citing Big Data 211 290 363
As % of all contract jobs in England 0.56% 1.20% 0.96%
As % of the Database & Business Intelligence category 3.53% 6.26% 5.88%
Number of daily rates quoted 152 196 269
10th Percentile £322 £375 £375
25th Percentile £400 £456 £468
Median daily rate (50th Percentile) £525 £555 £550
Median % change year-on-year -5.41% +0.91% -8.33%
75th Percentile £646 £676 £744
90th Percentile £813 £753 £800
UK median daily rate £525 £545 £556
% change year-on-year -3.67% -2.02% -7.29%
Number of hourly rates quoted 9 2 21
10th Percentile - £51.75 £18.20
25th Percentile £65.00 £52.50 £26.24
Median hourly rate £70.00 £55.00 £45.00
Median % change year-on-year +27.27% +22.22% -36.62%
75th Percentile £75.00 £57.50 £47.50
90th Percentile £90.00 £58.25 £51.58
UK median hourly rate £70.00 £55.00 £45.00
% change year-on-year +27.27% +22.22% -29.69%

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 5,975 4,632 6,170
As % of all contract IT jobs advertised in England 15.91% 19.09% 16.36%
Number of daily rates quoted 4,145 3,253 4,427
10th Percentile £350 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £600 £663 £669
90th Percentile £700 £775 £763
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 125 91 150
10th Percentile £18.25 £20.85 £14.00
25th Percentile £28.50 £24.25 £20.77
Median hourly rate £50.00 £33.11 £40.13
Median % change year-on-year +51.01% -17.48% -28.86%
75th Percentile £75.00 £64.61 £54.78
90th Percentile £85.15 £70.00 £72.75
UK median hourly rate £51.00 £31.64 £40.00
% change year-on-year +61.19% -20.90% -29.08%

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 26 March 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
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Big Data in England over the 6 months to 26 March 2026.

Hourly rate histogram for Big Data in England

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 26 March 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 -68 138 £550 - 48
South East -70 23 £475 -5.00% 14
North of England -69 18 £550 -15.38% 21
Midlands -67 12 £428 -12.31% 3
North West -35 11 £663 -1.85% 14
South West -28 8 £525 -21.35% 5
East Midlands -37 8 £410 +4.46% 3
North East -15 5 £500 +8.11% 4
West Midlands -63 4 £545 +3.47%
East of England -39 2 £575 -11.54% 9
Yorkshire -58 2 - - 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 98 (46.45%) Apache Spark
2 31 (14.69%) Apache
3 19 (9.00%) Apache Airflow
4 12 (5.69%) Confluence
5 6 (2.84%) Palantir Foundry
6 4 (1.90%) SAS
6 4 (1.90%) SharePoint
7 3 (1.42%) Microsoft Exchange
8 1 (0.47%) Camunda
8 1 (0.47%) Jupyter
Business Applications
1 2 (0.95%) Salesforce CRM
Cloud Services
1 101 (47.87%) AWS
2 80 (37.91%) Azure
3 68 (32.23%) GCP
4 22 (10.43%) GitHub
5 20 (9.48%) Power Platform
5 20 (9.48%) Serverless
6 19 (9.00%) Snowflake
7 15 (7.11%) GitHub Actions
8 14 (6.64%) Amazon S3
9 12 (5.69%) AWS Lambda
10 9 (4.27%) Azure Data Factory
10 9 (4.27%) Azure DevOps
11 8 (3.79%) dbt
12 6 (2.84%) Amazon CloudWatch
13 5 (2.37%) Amazon EMR
13 5 (2.37%) AWS CloudFormation
14 4 (1.90%) Amazon EC2
14 4 (1.90%) Azure Cosmos DB
14 4 (1.90%) Datadog
14 4 (1.90%) OpenShift
Communications & Networking
1 3 (1.42%) IPv4
1 3 (1.42%) IPv6
1 3 (1.42%) Kerberos
1 3 (1.42%) VPN
Database & Business Intelligence
1 66 (31.28%) Hadoop
2 48 (22.75%) Data Warehouse
3 35 (16.59%) NoSQL
4 24 (11.37%) Data Lake
5 22 (10.43%) Relational Database
6 18 (8.53%) SQL Server
7 17 (8.06%) PostgreSQL
8 16 (7.58%) Power BI
9 15 (7.11%) Metadata
10 11 (5.21%) Apache Hive
10 11 (5.21%) BigQuery
11 10 (4.74%) Amazon Redshift
11 10 (4.74%) Elasticsearch
12 9 (4.27%) Tableau
13 7 (3.32%) Delta Lake
13 7 (3.32%) Impala
13 7 (3.32%) RDBMS
13 7 (3.32%) Star Schema
14 6 (2.84%) Data Vault
14 6 (2.84%) DynamoDB
Development Applications
1 21 (9.95%) Jenkins
2 18 (8.53%) Git
2 18 (8.53%) GitLab
3 17 (8.06%) JIRA
4 7 (3.32%) Robot Framework
4 7 (3.32%) Selenium
5 5 (2.37%) PowerDesigner
6 4 (1.90%) Postman
7 2 (0.95%) ERwin
7 2 (0.95%) MLflow
7 2 (0.95%) Team Foundation Server
8 1 (0.47%) Artifactory
8 1 (0.47%) Cucumber
8 1 (0.47%) Gatling
8 1 (0.47%) Gradle
8 1 (0.47%) JMeter
8 1 (0.47%) JUnit
8 1 (0.47%) NUnit
8 1 (0.47%) Sonatype Nexus
8 1 (0.47%) Visual Studio
General
1 85 (40.28%) Social Skills
2 70 (33.18%) Finance
3 35 (16.59%) Analytical Skills
4 30 (14.22%) Banking
5 9 (4.27%) Public Sector
6 5 (2.37%) Investment Banking
6 5 (2.37%) Marketing
7 4 (1.90%) Telecoms
8 3 (1.42%) Documentation Skills
8 3 (1.42%) Inclusion and Diversity
8 3 (1.42%) Legal
9 2 (0.95%) Front Office
9 2 (0.95%) Influencing Skills
9 2 (0.95%) Manufacturing
9 2 (0.95%) Organisational Skills
9 2 (0.95%) Presentation Skills
10 1 (0.47%) Corporate Banking
10 1 (0.47%) Financial Institution
10 1 (0.47%) Military
10 1 (0.47%) Retail Banking
Job Titles
1 52 (24.64%) Data Engineer
2 30 (14.22%) Architect
3 29 (13.74%) Senior
4 26 (12.32%) Lead
5 24 (11.37%) Developer
6 17 (8.06%) Data Architect
7 16 (7.58%) Data Scientist
8 15 (7.11%) Analyst
9 10 (4.74%) Data Analyst
10 8 (3.79%) Java Engineer
10 8 (3.79%) Machine Learning Engineer
11 7 (3.32%) Senior Data Engineer
11 7 (3.32%) Solutions Architect
12 6 (2.84%) Azure Data Engineer
12 6 (2.84%) Azure Engineer
12 6 (2.84%) Java Developer
12 6 (2.84%) Lead Data Engineer
12 6 (2.84%) Platform Engineer
13 5 (2.37%) AWS Engineer
13 5 (2.37%) SQL DBA
Libraries, Frameworks & Software Standards
1 44 (20.85%) Kafka
2 25 (11.85%) PySpark
3 16 (7.58%) Pandas
3 16 (7.58%) scikit-learn
4 15 (7.11%) TensorFlow
5 12 (5.69%) PyTorch
6 11 (5.21%) Spring
7 10 (4.74%) Apache NiFi
7 10 (4.74%) NumPy
7 10 (4.74%) Spring Boot
8 9 (4.27%) REST
9 8 (3.79%) React
10 6 (2.84%) HTML
11 5 (2.37%) JSON
11 5 (2.37%) pytest
11 5 (2.37%) RabbitMQ
11 5 (2.37%) Spark Streaming
11 5 (2.37%) XGBoost
11 5 (2.37%) YAML
12 4 (1.90%) Node.js
Miscellaneous
1 20 (9.48%) Cloud Native
2 16 (7.58%) Distributed Computing
3 12 (5.69%) Algorithms
4 8 (3.79%) Distributed Systems
5 7 (3.32%) Data Structures
6 5 (2.37%) Foreign Exchange (FX)
6 5 (2.37%) Product Ownership
7 4 (1.90%) Derivative
7 4 (1.90%) Management Information System
8 3 (1.42%) AI Agents
8 3 (1.42%) Analytical Mindset
8 3 (1.42%) Clustering
8 3 (1.42%) Data Centre
8 3 (1.42%) FMCG
9 2 (0.95%) Data Protection Act
9 2 (0.95%) Educational Technology
9 2 (0.95%) Hybrid Cloud
9 2 (0.95%) IoT
9 2 (0.95%) Reference Data
10 1 (0.47%) SCADA
Operating Systems
1 9 (4.27%) Linux
2 8 (3.79%) Unix
3 2 (0.95%) Windows
3 2 (0.95%) Windows Server
Processes & Methodologies
1 87 (41.23%) Analytics
2 80 (37.91%) CI/CD
3 75 (35.55%) Data Engineering
3 75 (35.55%) Data Pipeline
4 73 (34.60%) Agile
5 67 (31.75%) ETL
6 62 (29.38%) Data Modelling
7 60 (28.44%) Data Governance
8 53 (25.12%) Problem-Solving
9 52 (24.64%) Machine Learning
10 51 (24.17%) AI
10 51 (24.17%) DevOps
11 45 (21.33%) Data Science
12 29 (13.74%) Computer Science
12 29 (13.74%) Visualisation
13 27 (12.80%) Business Intelligence
13 27 (12.80%) Containerisation
13 27 (12.80%) Scrum
14 26 (12.32%) Decision-Making
14 26 (12.32%) Software Engineering
Programming Languages
1 114 (54.03%) Python
2 108 (51.18%) SQL
3 41 (19.43%) Java
4 22 (10.43%) R
4 22 (10.43%) Scala
5 10 (4.74%) JavaScript
6 8 (3.79%) Bash
7 7 (3.32%) C#
7 7 (3.32%) C++
8 5 (2.37%) Shell Script
9 4 (1.90%) SAS Macro
10 3 (1.42%) PowerShell
10 3 (1.42%) TypeScript
11 2 (0.95%) Ada
11 2 (0.95%) Rust
11 2 (0.95%) T-SQL
12 1 (0.47%) Perl
12 1 (0.47%) PL/SQL
Qualifications
1 47 (22.27%) Security Cleared
2 35 (16.59%) SC Cleared
3 30 (14.22%) Degree
4 20 (9.48%) Computer Science Degree
5 18 (8.53%) Master's Degree
6 14 (6.64%) DV Cleared
7 4 (1.90%) AWS Certification
7 4 (1.90%) Azure Certification
8 3 (1.42%) BPSS Clearance
8 3 (1.42%) PhD
9 2 (0.95%) (ISC)2 CCSP
9 2 (0.95%) Cisco Certification
9 2 (0.95%) CISSP
9 2 (0.95%) MCITP
9 2 (0.95%) MCTS
9 2 (0.95%) Microsoft Certification
9 2 (0.95%) TOGAF Certification
10 1 (0.47%) HP APS
10 1 (0.47%) ISTQB
10 1 (0.47%) OCP
Quality Assurance & Compliance
1 50 (23.70%) Data Quality
2 17 (8.06%) GDPR
3 11 (5.21%) QA
4 5 (2.37%) ISO/IEC 27001
4 5 (2.37%) NIST
5 4 (1.90%) PCI DSS
6 3 (1.42%) California Consumer Privacy Act
6 3 (1.42%) Sarbanes-Oxley
7 2 (0.95%) Accessibility
7 2 (0.95%) Actionable Recommendations
8 1 (0.47%) HIPAA
8 1 (0.47%) IFRS
8 1 (0.47%) IFRS 17
8 1 (0.47%) ISO 13485
8 1 (0.47%) Solvency II
System Software
1 38 (18.01%) Docker
2 8 (3.79%) HDFS
3 2 (0.95%) Active Directory
Systems Management
1 43 (20.38%) Kubernetes
2 17 (8.06%) Terraform
3 11 (5.21%) Grafana
4 10 (4.74%) Prometheus
5 4 (1.90%) Ansible
6 3 (1.42%) Argo
6 3 (1.42%) Nagios
6 3 (1.42%) Rancher
7 2 (0.95%) HP ALM
8 1 (0.47%) Control-M
8 1 (0.47%) Kibana
8 1 (0.47%) Kubeflow
8 1 (0.47%) logstash
8 1 (0.47%) Tivoli
Vendors
1 37 (17.54%) Databricks
2 19 (9.00%) Google
3 17 (8.06%) Microsoft
4 9 (4.27%) Cloudera
5 8 (3.79%) Foundry
5 8 (3.79%) Salesforce
6 6 (2.84%) Ab Initio
6 6 (2.84%) IBM
6 6 (2.84%) Informatica
6 6 (2.84%) Palantir
7 5 (2.37%) OpenAI
8 4 (1.90%) Oracle
9 3 (1.42%) Teradata
10 2 (0.95%) HP
10 2 (0.95%) Salesforce Marketing Cloud
10 2 (0.95%) Sybase
10 2 (0.95%) Talend
11 1 (0.47%) Cisco
11 1 (0.47%) Guidewire
11 1 (0.47%) Splunk