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

6 months to
26 May 2026
Same period 2025 Same period 2024
Rank 392 218 225
Rank change year-on-year -174 +7 -9
Contract jobs citing Big Data 208 289 376
As % of all contract jobs in England 0.50% 1.21% 1.03%
As % of the Database & Business Intelligence category 3.31% 6.41% 6.04%
Number of daily rates quoted 142 198 290
10th Percentile £355 £408 £375
25th Percentile £450 £466 £463
Median daily rate (50th Percentile) £550 £570 £594
Median % change year-on-year -3.51% -3.96% -0.04%
75th Percentile £650 £675 £760
90th Percentile £811 £741 £850
UK median daily rate £550 £560 £585
% change year-on-year -1.79% -4.27% -0.43%
Number of hourly rates quoted 11 4 12
10th Percentile - £42.65 £18.20
25th Percentile £65.00 £48.18 £23.30
Median hourly rate £70.00 £55.00 £35.25
Median % change year-on-year +27.27% +56.03% -54.81%
75th Percentile £75.00 £69.06 £44.69
90th Percentile £90.00 £87.63 £48.63
UK median hourly rate £70.00 £55.00 £35.25
% change year-on-year +27.27% +56.03% -54.81%

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 6,289 4,512 6,230
As % of all contract IT jobs advertised in England 15.15% 18.96% 17.05%
Number of daily rates quoted 4,308 3,145 4,505
10th Percentile £350 £363 £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 £650 £675
90th Percentile £700 £775 £788
UK median daily rate £500 £520 £525
% change year-on-year -3.85% -0.95% -3.67%
Number of hourly rates quoted 194 84 135
10th Percentile £14.00 £19.73 £14.00
25th Percentile £23.08 £23.38 £20.77
Median hourly rate £42.50 £31.85 £40.00
Median % change year-on-year +33.46% -20.39% -30.43%
75th Percentile £73.94 £64.78 £56.25
90th Percentile £82.25 £74.38 £74.00
UK median hourly rate £45.00 £32.96 £40.00
% change year-on-year +36.53% -17.60% -31.73%

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 May 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 May 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 May 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 -93 131 £581 +1.11% 65
North of England -71 24 £550 -7.17% 29
South East -79 22 £525 -3.67% 9
Midlands -75 11 £500 - 4
North East -14 9 £518 +11.89% 12
Yorkshire -55 9 £588 +6.82% 4
East Midlands -34 8 £495 +26.11% 1
South West -30 6 £550 -14.56% 17
North West -43 6 - - 14
East of England -51 3 £540 -16.92% 7
West Midlands -69 3 £640 +24.90% 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
1 116 (55.77%) Apache Spark
2 31 (14.90%) Apache
3 30 (14.42%) Apache Airflow
4 8 (3.85%) Confluence
5 5 (2.40%) SAS
6 4 (1.92%) SharePoint
7 3 (1.44%) Microsoft Exchange
8 2 (0.96%) Palantir Foundry
9 1 (0.48%) Apache Pig
9 1 (0.48%) Camunda
9 1 (0.48%) Jupyter
Business Applications
1 1 (0.48%) Endur
Cloud Services
1 108 (51.92%) AWS
2 89 (42.79%) Azure
3 69 (33.17%) GCP
4 25 (12.02%) Snowflake
5 23 (11.06%) GitHub
6 22 (10.58%) Amazon S3
7 21 (10.10%) AWS Lambda
8 20 (9.62%) Serverless
9 17 (8.17%) Power Platform
10 15 (7.21%) GitHub Actions
11 13 (6.25%) Amazon EMR
11 13 (6.25%) Azure DevOps
12 12 (5.77%) dbt
13 11 (5.29%) OpenShift
14 10 (4.81%) Azure Data Factory
15 6 (2.88%) Amazon ECS
16 5 (2.40%) Amazon CloudWatch
16 5 (2.40%) AWS CloudFormation
17 4 (1.92%) Azure Cosmos DB
17 4 (1.92%) WhatsApp
Communications & Networking
1 3 (1.44%) IPv4
1 3 (1.44%) IPv6
2 1 (0.48%) Kerberos
2 1 (0.48%) VPN
Database & Business Intelligence
1 50 (24.04%) Hadoop
2 48 (23.08%) Data Warehouse
3 42 (20.19%) NoSQL
4 28 (13.46%) Data Lake
4 28 (13.46%) PostgreSQL
5 20 (9.62%) Relational Database
6 17 (8.17%) Amazon Redshift
7 16 (7.69%) SQL Server
8 14 (6.73%) MongoDB
9 13 (6.25%) BigQuery
10 12 (5.77%) Power BI
11 9 (4.33%) Metadata
11 9 (4.33%) Tableau
12 8 (3.85%) DynamoDB
13 7 (3.37%) Data Vault
13 7 (3.37%) Delta Lake
13 7 (3.37%) Elasticsearch
13 7 (3.37%) RDBMS
13 7 (3.37%) Star Schema
14 6 (2.88%) Amazon Aurora
Development Applications
1 25 (12.02%) Jenkins
2 23 (11.06%) Git
3 17 (8.17%) GitLab
4 12 (5.77%) JIRA
5 9 (4.33%) Selenium
6 7 (3.37%) Robot Framework
7 4 (1.92%) Postman
7 4 (1.92%) PowerDesigner
8 2 (0.96%) JUnit
8 2 (0.96%) MLflow
9 1 (0.48%) ERwin
General
1 69 (33.17%) Social Skills
2 67 (32.21%) Finance
3 40 (19.23%) Analytical Skills
4 23 (11.06%) Banking
5 10 (4.81%) Public Sector
6 6 (2.88%) Documentation Skills
6 6 (2.88%) Investment Banking
7 5 (2.40%) Inclusion and Diversity
7 5 (2.40%) Marketing
7 5 (2.40%) Telecoms
8 4 (1.92%) Legal
9 3 (1.44%) Retail
10 2 (0.96%) Aerospace
10 2 (0.96%) Influencing Skills
10 2 (0.96%) Local Government
10 2 (0.96%) Organisational Skills
10 2 (0.96%) Presentation Skills
11 1 (0.48%) Agriculture
11 1 (0.48%) Corporate Banking
11 1 (0.48%) Retail Banking
Job Titles
1 59 (28.37%) Data Engineer
2 30 (14.42%) Architect
3 28 (13.46%) Senior
4 25 (12.02%) Developer
5 22 (10.58%) Lead
6 21 (10.10%) Analyst
7 14 (6.73%) Data Analyst
8 12 (5.77%) Data Scientist
9 11 (5.29%) Data Architect
10 9 (4.33%) Java Developer
10 9 (4.33%) Senior Data Engineer
10 9 (4.33%) Solutions Architect
11 8 (3.85%) Java Engineer
12 7 (3.37%) Business Analyst
12 7 (3.37%) QA Engineer
13 6 (2.88%) Azure Engineer
13 6 (2.88%) Big Data Engineer
13 6 (2.88%) DBA
13 6 (2.88%) Software Developer
13 6 (2.88%) SQL DBA
Libraries, Frameworks & Software Standards
1 45 (21.63%) Kafka
2 28 (13.46%) PySpark
3 20 (9.62%) Spring
4 18 (8.65%) Spring Boot
5 13 (6.25%) Pandas
5 13 (6.25%) TensorFlow
6 11 (5.29%) HTML
6 11 (5.29%) PyTorch
7 10 (4.81%) REST
7 10 (4.81%) scikit-learn
8 9 (4.33%) CSS
9 8 (3.85%) NumPy
10 7 (3.37%) React
11 6 (2.88%) Node.js
11 6 (2.88%) Play Framework
12 5 (2.40%) Keras
13 4 (1.92%) Matplotlib
13 4 (1.92%) Middleware
13 4 (1.92%) pytest
13 4 (1.92%) RESTful
Miscellaneous
1 23 (11.06%) Cloud Native
2 14 (6.73%) Distributed Systems
2 14 (6.73%) Product Ownership
3 8 (3.85%) Algorithms
3 8 (3.85%) Distributed Computing
4 5 (2.40%) Clustering
4 5 (2.40%) FMCG
5 4 (1.92%) AI Agents
5 4 (1.92%) Cyber Threat
6 3 (1.44%) Data Centre
6 3 (1.44%) Distributed Architecture
6 3 (1.44%) Foreign Exchange (FX)
7 2 (0.96%) Data Protection Act
7 2 (0.96%) Data Structures
7 2 (0.96%) Derivative
7 2 (0.96%) Educational Technology
7 2 (0.96%) IoT
7 2 (0.96%) Management Information System
7 2 (0.96%) Onboarding
7 2 (0.96%) Virtual Team
Operating Systems
1 12 (5.77%) Unix
2 8 (3.85%) Linux
3 2 (0.96%) Windows
3 2 (0.96%) Windows Server
Processes & Methodologies
1 90 (43.27%) Analytics
1 90 (43.27%) CI/CD
2 88 (42.31%) Data Pipeline
3 82 (39.42%) Data Engineering
4 80 (38.46%) Agile
5 74 (35.58%) ETL
6 54 (25.96%) DevOps
7 53 (25.48%) AI
8 51 (24.52%) Machine Learning
9 48 (23.08%) Data Governance
9 48 (23.08%) Data Science
10 47 (22.60%) Data Modelling
11 43 (20.67%) Problem-Solving
12 38 (18.27%) Scrum
13 31 (14.90%) Containerisation
14 27 (12.98%) Validation
15 26 (12.50%) Data Analysis
15 26 (12.50%) Software Engineering
16 25 (12.02%) Computer Science
16 25 (12.02%) Decision-Making
Programming Languages
1 111 (53.37%) Python
2 108 (51.92%) SQL
3 50 (24.04%) Java
4 31 (14.90%) Scala
5 21 (10.10%) R
6 11 (5.29%) JavaScript
7 5 (2.40%) Bash
7 5 (2.40%) SAS Macro
8 3 (1.44%) C#
8 3 (1.44%) C++
8 3 (1.44%) PowerShell
8 3 (1.44%) Rust
8 3 (1.44%) TypeScript
9 2 (0.96%) Ada
9 2 (0.96%) Shell Script
10 1 (0.48%) C
10 1 (0.48%) Perl
Qualifications
1 43 (20.67%) Security Cleared
2 33 (15.87%) SC Cleared
3 26 (12.50%) Degree
4 17 (8.17%) Computer Science Degree
5 15 (7.21%) Master's Degree
6 5 (2.40%) Azure Certification
6 5 (2.40%) BPSS Clearance
6 5 (2.40%) DV Cleared
7 3 (1.44%) Microsoft Certification
7 3 (1.44%) PhD
8 2 (0.96%) (ISC)2 CCSP
8 2 (0.96%) AWS Certification
8 2 (0.96%) Cisco Certification
8 2 (0.96%) CISSP
8 2 (0.96%) MCITP
8 2 (0.96%) MCTS
8 2 (0.96%) TOGAF Certification
9 1 (0.48%) ISTQB
Quality Assurance & Compliance
1 51 (24.52%) Data Quality
2 19 (9.13%) QA
3 11 (5.29%) GDPR
4 5 (2.40%) ISO/IEC 27001
4 5 (2.40%) NIST
5 3 (1.44%) PCI DSS
5 3 (1.44%) Sarbanes-Oxley
6 2 (0.96%) Actionable Recommendations
7 1 (0.48%) ISO 13485
System Software
1 44 (21.15%) Docker
2 6 (2.88%) HDFS
3 3 (1.44%) Active Directory
4 1 (0.48%) Apache Flume
Systems Management
1 49 (23.56%) Kubernetes
2 28 (13.46%) Terraform
3 13 (6.25%) Grafana
4 7 (3.37%) Prometheus
5 6 (2.88%) Kibana
6 5 (2.40%) Ansible
7 1 (0.48%) Argo
7 1 (0.48%) Control-M
7 1 (0.48%) HP ALM
7 1 (0.48%) Kubeflow
7 1 (0.48%) Nagios
7 1 (0.48%) Rancher
Vendors
1 43 (20.67%) Databricks
2 18 (8.65%) Microsoft
3 12 (5.77%) Google
4 6 (2.88%) Informatica
4 6 (2.88%) Oracle
4 6 (2.88%) Salesforce
4 6 (2.88%) Splunk
5 5 (2.40%) Ab Initio
5 5 (2.40%) OpenAI
5 5 (2.40%) Teradata
6 4 (1.92%) Cloudera
6 4 (1.92%) Foundry
6 4 (1.92%) IBM
7 3 (1.44%) Talend
8 2 (0.96%) Palantir
8 2 (0.96%) Salesforce Marketing Cloud
9 1 (0.48%) Cisco
9 1 (0.48%) Guidewire
9 1 (0.48%) HP
9 1 (0.48%) OpenLink