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 9 April 2026, with comparisons to the same periods in the previous two years.

6 months to
9 Apr 2026
Same period 2025 Same period 2024
Rank 392 217 244
Rank change year-on-year -175 +27 -48
Contract jobs citing Big Data 209 289 357
As % of all contract jobs in England 0.53% 1.19% 0.95%
As % of the Database & Business Intelligence category 3.36% 6.22% 5.81%
Number of daily rates quoted 146 200 268
10th Percentile £319 £405 £375
25th Percentile £393 £463 £463
Median daily rate (50th Percentile) £525 £570 £569
Median % change year-on-year -7.89% +0.22% -5.21%
75th Percentile £645 £675 £750
90th Percentile £813 £751 £825
UK median daily rate £525 £550 £563
% change year-on-year -4.55% -2.22% -6.25%
Number of hourly rates quoted 10 3 21
10th Percentile - £52.25 £18.20
25th Percentile £65.00 £53.75 £26.24
Median hourly rate £70.00 £57.50 £45.00
Median % change year-on-year +21.74% +27.78% -42.31%
75th Percentile £75.00 £79.38 £47.50
90th Percentile £90.00 £91.75 £51.58
UK median hourly rate £70.00 £57.50 £45.00
% change year-on-year +21.74% +27.78% -36.62%

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 6,221 4,644 6,147
As % of all contract IT jobs advertised in England 15.91% 19.07% 16.40%
Number of daily rates quoted 4,334 3,267 4,410
10th Percentile £350 £357 £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 £670
90th Percentile £700 £775 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 145 95 139
10th Percentile £18.10 £20.99 £14.00
25th Percentile £29.83 £24.25 £20.80
Median hourly rate £51.00 £33.11 £40.00
Median % change year-on-year +54.03% -17.23% -28.19%
75th Percentile £74.68 £65.62 £51.75
90th Percentile £83.55 £73.75 £67.50
UK median hourly rate £51.75 £33.11 £40.00
% change year-on-year +56.30% -17.23% -30.43%

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 9 April 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 9 April 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 9 April 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 -83 136 £513 -7.87% 48
South East -72 24 £475 -12.44% 14
North of England -74 19 £588 -2.08% 21
Midlands -70 11 £440 -9.74% 3
North West -33 10 £669 +7.00% 14
East Midlands -38 8 £425 +8.28% 3
North East -15 5 £500 +8.11% 4
South West -30 5 £550 -14.56% 5
Yorkshire -57 4 £588 -6.00% 3
West Midlands -61 3 £640 +21.50%
East of England -48 2 £575 -11.54% 9
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
1 101 (48.33%) Apache Spark
2 25 (11.96%) Apache
3 18 (8.61%) Apache Airflow
4 10 (4.78%) Confluence
5 5 (2.39%) SAS
6 4 (1.91%) Palantir Foundry
6 4 (1.91%) SharePoint
7 3 (1.44%) Microsoft Exchange
8 1 (0.48%) Camunda
8 1 (0.48%) Jupyter
Business Applications
1 2 (0.96%) Salesforce CRM
Cloud Services
1 98 (46.89%) AWS
2 81 (38.76%) Azure
3 64 (30.62%) GCP
4 25 (11.96%) GitHub
5 21 (10.05%) Serverless
6 19 (9.09%) Power Platform
7 18 (8.61%) Amazon S3
7 18 (8.61%) Snowflake
8 16 (7.66%) GitHub Actions
9 15 (7.18%) AWS Lambda
10 10 (4.78%) Azure DevOps
11 9 (4.31%) Azure Data Factory
11 9 (4.31%) dbt
12 8 (3.83%) OpenShift
13 6 (2.87%) Amazon CloudWatch
13 6 (2.87%) Amazon EMR
13 6 (2.87%) AWS CloudFormation
14 4 (1.91%) Amazon EC2
14 4 (1.91%) Azure Cosmos DB
14 4 (1.91%) Datadog
Communications & Networking
1 3 (1.44%) IPv4
1 3 (1.44%) IPv6
1 3 (1.44%) Kerberos
1 3 (1.44%) VPN
Database & Business Intelligence
1 59 (28.23%) Hadoop
2 45 (21.53%) Data Warehouse
3 36 (17.22%) NoSQL
4 23 (11.00%) Data Lake
5 20 (9.57%) PostgreSQL
6 18 (8.61%) Relational Database
7 15 (7.18%) Metadata
8 14 (6.70%) Power BI
9 13 (6.22%) SQL Server
10 11 (5.26%) Apache Hive
11 10 (4.78%) Amazon Redshift
12 9 (4.31%) DynamoDB
12 9 (4.31%) Tableau
13 8 (3.83%) BigQuery
13 8 (3.83%) Delta Lake
13 8 (3.83%) Elasticsearch
14 7 (3.35%) Data Vault
14 7 (3.35%) Impala
14 7 (3.35%) Star Schema
15 5 (2.39%) Base SAS
Development Applications
1 20 (9.57%) Jenkins
2 17 (8.13%) Git
2 17 (8.13%) GitLab
3 16 (7.66%) JIRA
4 7 (3.35%) Robot Framework
4 7 (3.35%) Selenium
5 5 (2.39%) PowerDesigner
6 4 (1.91%) Postman
7 2 (0.96%) ERwin
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%) Gradle
8 1 (0.48%) JMeter
8 1 (0.48%) JUnit
8 1 (0.48%) NUnit
8 1 (0.48%) Sonatype Nexus
8 1 (0.48%) SpecFlow
8 1 (0.48%) Visual Studio
General
1 82 (39.23%) Social Skills
2 71 (33.97%) Finance
3 35 (16.75%) Analytical Skills
4 27 (12.92%) Banking
5 9 (4.31%) Public Sector
6 6 (2.87%) Documentation Skills
6 6 (2.87%) Investment Banking
6 6 (2.87%) Telecoms
7 5 (2.39%) Marketing
8 3 (1.44%) Legal
9 2 (0.96%) Front Office
9 2 (0.96%) Inclusion and Diversity
9 2 (0.96%) Influencing Skills
9 2 (0.96%) Manufacturing
9 2 (0.96%) Organisational Skills
9 2 (0.96%) Presentation Skills
9 2 (0.96%) Retail
10 1 (0.48%) Corporate Banking
10 1 (0.48%) Financial Institution
10 1 (0.48%) Retail Banking
Job Titles
1 51 (24.40%) Data Engineer
2 31 (14.83%) Architect
3 29 (13.88%) Developer
4 28 (13.40%) Senior
5 22 (10.53%) Lead
6 17 (8.13%) Analyst
7 16 (7.66%) Data Architect
8 14 (6.70%) Data Scientist
9 10 (4.78%) Data Analyst
10 9 (4.31%) Java Developer
11 8 (3.83%) Java Engineer
11 8 (3.83%) Solutions Architect
12 7 (3.35%) Azure Engineer
12 7 (3.35%) Platform Engineer
12 7 (3.35%) Senior Data Engineer
13 6 (2.87%) Azure Data Engineer
13 6 (2.87%) Business Analyst
13 6 (2.87%) DBA
13 6 (2.87%) Machine Learning Engineer
13 6 (2.87%) SQL DBA
Libraries, Frameworks & Software Standards
1 44 (21.05%) Kafka
2 23 (11.00%) PySpark
3 14 (6.70%) Spring
3 14 (6.70%) TensorFlow
4 13 (6.22%) Pandas
5 12 (5.74%) scikit-learn
5 12 (5.74%) Spring Boot
6 11 (5.26%) PyTorch
7 10 (4.78%) REST
8 7 (3.35%) NumPy
8 7 (3.35%) React
9 6 (2.87%) Apache NiFi
10 5 (2.39%) HTML
10 5 (2.39%) JSON
10 5 (2.39%) pytest
10 5 (2.39%) Spark Streaming
10 5 (2.39%) YAML
11 4 (1.91%) Elastic Stack
11 4 (1.91%) Keras
11 4 (1.91%) XGBoost
Miscellaneous
1 19 (9.09%) Cloud Native
2 15 (7.18%) Distributed Computing
3 9 (4.31%) Algorithms
3 9 (4.31%) Distributed Systems
4 7 (3.35%) Product Ownership
5 6 (2.87%) Data Structures
6 5 (2.39%) FMCG
6 5 (2.39%) Foreign Exchange (FX)
7 4 (1.91%) Management Information System
8 3 (1.44%) AI Agents
8 3 (1.44%) Analytical Mindset
8 3 (1.44%) Clustering
8 3 (1.44%) Cyber Threat
8 3 (1.44%) Data Centre
8 3 (1.44%) Derivative
9 2 (0.96%) Data Protection Act
9 2 (0.96%) Educational Technology
9 2 (0.96%) Hybrid Cloud
9 2 (0.96%) IoT
9 2 (0.96%) Reference Data
Operating Systems
1 10 (4.78%) Unix
2 9 (4.31%) Linux
3 2 (0.96%) Windows
3 2 (0.96%) Windows Server
Processes & Methodologies
1 93 (44.50%) Analytics
2 84 (40.19%) CI/CD
3 81 (38.76%) Data Pipeline
4 74 (35.41%) Data Engineering
5 72 (34.45%) Agile
6 68 (32.54%) ETL
7 58 (27.75%) Data Governance
7 58 (27.75%) Data Modelling
8 53 (25.36%) DevOps
9 52 (24.88%) Problem-Solving
10 51 (24.40%) AI
10 51 (24.40%) Machine Learning
11 43 (20.57%) Data Science
12 27 (12.92%) Computer Science
12 27 (12.92%) Visualisation
13 26 (12.44%) Containerisation
13 26 (12.44%) Scrum
14 25 (11.96%) Business Intelligence
14 25 (11.96%) Decision-Making
15 24 (11.48%) Software Engineering
Programming Languages
1 107 (51.20%) Python
2 101 (48.33%) SQL
3 42 (20.10%) Java
4 23 (11.00%) R
5 22 (10.53%) Scala
6 9 (4.31%) Bash
6 9 (4.31%) JavaScript
7 6 (2.87%) C#
7 6 (2.87%) C++
8 5 (2.39%) SAS Macro
8 5 (2.39%) Shell Script
9 4 (1.91%) PowerShell
10 3 (1.44%) Rust
10 3 (1.44%) TypeScript
11 2 (0.96%) Ada
11 2 (0.96%) T-SQL
12 1 (0.48%) Perl
12 1 (0.48%) PL/SQL
Qualifications
1 43 (20.57%) Security Cleared
2 31 (14.83%) SC Cleared
3 28 (13.40%) Degree
4 20 (9.57%) Computer Science Degree
5 16 (7.66%) Master's Degree
6 11 (5.26%) DV Cleared
7 5 (2.39%) Azure Certification
8 3 (1.44%) AWS Certification
8 3 (1.44%) BPSS Clearance
8 3 (1.44%) PhD
9 2 (0.96%) (ISC)2 CCSP
9 2 (0.96%) Cisco Certification
9 2 (0.96%) CISSP
9 2 (0.96%) MCITP
9 2 (0.96%) MCTS
9 2 (0.96%) Microsoft Certification
9 2 (0.96%) TOGAF Certification
10 1 (0.48%) HP APS
10 1 (0.48%) ISTQB
10 1 (0.48%) OCP
Quality Assurance & Compliance
1 47 (22.49%) Data Quality
2 17 (8.13%) GDPR
3 12 (5.74%) QA
4 5 (2.39%) ISO/IEC 27001
4 5 (2.39%) NIST
5 4 (1.91%) PCI DSS
6 3 (1.44%) California Consumer Privacy Act
6 3 (1.44%) Sarbanes-Oxley
7 2 (0.96%) Accessibility
7 2 (0.96%) Actionable Recommendations
8 1 (0.48%) HIPAA
8 1 (0.48%) IFRS
8 1 (0.48%) IFRS 17
8 1 (0.48%) ISO 13485
8 1 (0.48%) Solvency II
System Software
1 35 (16.75%) Docker
2 8 (3.83%) HDFS
3 3 (1.44%) Active Directory
Systems Management
1 43 (20.57%) Kubernetes
2 19 (9.09%) Terraform
3 10 (4.78%) Grafana
4 9 (4.31%) Prometheus
5 4 (1.91%) Ansible
6 3 (1.44%) Argo
6 3 (1.44%) Nagios
6 3 (1.44%) Rancher
7 2 (0.96%) HP ALM
8 1 (0.48%) Control-M
8 1 (0.48%) Kibana
8 1 (0.48%) Kubeflow
8 1 (0.48%) logstash
8 1 (0.48%) Tivoli
Vendors
1 43 (20.57%) Databricks
2 17 (8.13%) Microsoft
3 13 (6.22%) Google
4 8 (3.83%) Ab Initio
4 8 (3.83%) Salesforce
5 7 (3.35%) Cloudera
6 6 (2.87%) Foundry
6 6 (2.87%) IBM
6 6 (2.87%) Informatica
7 5 (2.39%) OpenAI
7 5 (2.39%) Teradata
8 4 (1.91%) Oracle
8 4 (1.91%) Palantir
9 2 (0.96%) HP
9 2 (0.96%) Salesforce Marketing Cloud
9 2 (0.96%) Sybase
9 2 (0.96%) Talend
10 1 (0.48%) Cisco
10 1 (0.48%) Guidewire
10 1 (0.48%) Splunk