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

6 months to
30 Jun 2026
Same period 2025 Same period 2024
Rank 404 231 206
Rank change year-on-year -173 -25 +31
Contract jobs citing Big Data 212 299 440
As % of all contract jobs in England 0.48% 1.17% 1.18%
As % of the Database & Business Intelligence category 3.17% 6.37% 6.77%
Number of daily rates quoted 141 208 328
10th Percentile £355 £408 £362
25th Percentile £450 £474 £450
Median daily rate (50th Percentile) £550 £550 £579
Median % change year-on-year - -5.01% -3.50%
75th Percentile £663 £675 £750
90th Percentile £813 £750 £850
UK median daily rate £550 £550 £569
% change year-on-year - -3.30% -5.21%
Number of hourly rates quoted 13 3 9
10th Percentile £61.30 £42.42 -
25th Percentile £65.00 £47.61 £18.20
Median hourly rate £70.00 £57.50 £42.50
Median % change year-on-year +21.74% +35.29% -45.51%
75th Percentile £75.00 £79.38 £47.50
90th Percentile £87.00 £91.75 £53.50
UK median hourly rate £70.00 £57.50 £42.50
% change year-on-year +21.74% +35.29% -45.51%

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 6,696 4,693 6,499
As % of all contract IT jobs advertised in England 15.30% 18.40% 17.50%
Number of daily rates quoted 4,510 3,250 4,681
10th Percentile £352 £358 £350
25th Percentile £415 £418 £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 £800
UK median daily rate £500 £515 £525
% change year-on-year -2.91% -1.90% -2.33%
Number of hourly rates quoted 218 87 139
10th Percentile £14.00 £19.05 £14.00
25th Percentile £23.05 £25.01 £20.76
Median hourly rate £38.25 £34.00 £40.00
Median % change year-on-year +12.50% -15.00% -29.76%
75th Percentile £69.86 £62.88 £51.75
90th Percentile £77.50 £73.00 £71.70
UK median hourly rate £39.00 £35.00 £40.00
% change year-on-year +11.43% -12.50% -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 30 June 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 30 June 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 30 June 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 -118 130 £600 +2.39% 54
North of England -67 31 £525 -11.39% 11
South East -86 19 £550 - 14
North East -25 12 £450 -2.70% 3
Yorkshire -47 12 £569 -5.21% 3
Midlands -74 11 £505 +1.00% 3
East Midlands -22 8 £500 +21.95% 1
South West -27 8 £525 -18.45% 12
North West -51 7 - - 5
East of England -41 3 £540 -16.92% 1
West Midlands -63 3 £640 +24.90% 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
1 113 (53.30%) Apache Spark
2 33 (15.57%) Apache
2 33 (15.57%) Apache Airflow
3 6 (2.83%) Microsoft Exchange
3 6 (2.83%) SAS
4 5 (2.36%) SharePoint
5 4 (1.89%) Jupyter
6 2 (0.94%) Confluence
7 1 (0.47%) Apache Pig
7 1 (0.47%) Camunda
7 1 (0.47%) Luigi
7 1 (0.47%) Palantir Foundry
Business Applications
1 2 (0.94%) Endur
2 1 (0.47%) SAP ERP
Cloud Services
1 117 (55.19%) AWS
2 92 (43.40%) Azure
3 74 (34.91%) GCP
4 32 (15.09%) Snowflake
5 27 (12.74%) Amazon S3
6 22 (10.38%) GitHub
6 22 (10.38%) Power Platform
7 18 (8.49%) AWS Lambda
8 16 (7.55%) Serverless
9 15 (7.08%) Azure DevOps
10 14 (6.60%) Amazon EMR
10 14 (6.60%) GitHub Actions
10 14 (6.60%) OpenShift
11 12 (5.66%) dbt
12 11 (5.19%) Amazon ECS
13 10 (4.72%) Azure Data Factory
14 7 (3.30%) Salesforce Service Cloud
15 5 (2.36%) Amazon EKS
15 5 (2.36%) Amazon EventBridge
15 5 (2.36%) Azure Cosmos DB
Communications & Networking
1 3 (1.42%) DHCP
1 3 (1.42%) DNS
1 3 (1.42%) Firewall
1 3 (1.42%) IPv4
1 3 (1.42%) IPv6
1 3 (1.42%) SMTP
1 3 (1.42%) VPN
Database & Business Intelligence
1 47 (22.17%) Hadoop
2 44 (20.75%) Data Warehouse
3 43 (20.28%) NoSQL
4 35 (16.51%) PostgreSQL
5 31 (14.62%) Data Lake
6 19 (8.96%) Relational Database
7 17 (8.02%) Amazon Redshift
7 17 (8.02%) Power BI
7 17 (8.02%) SQL Server
8 16 (7.55%) BigQuery
9 15 (7.08%) MongoDB
10 11 (5.19%) Amazon RDS
10 11 (5.19%) Elasticsearch
11 9 (4.25%) Tableau
12 8 (3.77%) Amazon Athena
12 8 (3.77%) Data Vault
12 8 (3.77%) DynamoDB
12 8 (3.77%) Metadata
13 7 (3.30%) Delta Lake
13 7 (3.30%) RDBMS
Development Applications
1 28 (13.21%) Git
2 26 (12.26%) Jenkins
3 20 (9.43%) GitLab
4 9 (4.25%) Selenium
5 7 (3.30%) JIRA
6 6 (2.83%) Robot Framework
7 5 (2.36%) PowerDesigner
8 3 (1.42%) JUnit
8 3 (1.42%) Postman
9 2 (0.94%) MLflow
10 1 (0.47%) Claude Code
10 1 (0.47%) ERwin
General
1 67 (31.60%) Finance
1 67 (31.60%) Social Skills
2 48 (22.64%) Analytical Skills
3 31 (14.62%) Banking
4 12 (5.66%) Public Sector
5 7 (3.30%) Documentation Skills
6 6 (2.83%) Investment Banking
7 5 (2.36%) Legal
7 5 (2.36%) Marketing
7 5 (2.36%) Telecoms
8 4 (1.89%) Inclusion and Diversity
8 4 (1.89%) Retail
9 2 (0.94%) Aerospace
9 2 (0.94%) Influencing Skills
9 2 (0.94%) Local Government
9 2 (0.94%) Organisational Skills
10 1 (0.47%) Front Office
10 1 (0.47%) Manufacturing
10 1 (0.47%) Military
10 1 (0.47%) Pharmaceutical
Job Titles
1 60 (28.30%) Data Engineer
2 36 (16.98%) Architect
3 27 (12.74%) Senior
4 26 (12.26%) Developer
5 20 (9.43%) Lead
6 15 (7.08%) Analyst
7 14 (6.60%) Data Architect
8 11 (5.19%) Big Data Engineer
8 11 (5.19%) Solutions Architect
9 10 (4.72%) Data Analyst
10 9 (4.25%) Data Scientist
10 9 (4.25%) Java Developer
11 8 (3.77%) QA Engineer
11 8 (3.77%) Senior Data Engineer
12 7 (3.30%) Artificial Intelligence Engineer
13 6 (2.83%) DBA
13 6 (2.83%) Java Engineer
13 6 (2.83%) Software Developer
13 6 (2.83%) SQL DBA
13 6 (2.83%) Test Engineer
Libraries, Frameworks & Software Standards
1 48 (22.64%) Kafka
2 25 (11.79%) PySpark
3 20 (9.43%) Spring
4 19 (8.96%) REST
5 18 (8.49%) Spring Boot
6 9 (4.25%) Pandas
6 9 (4.25%) PyTorch
6 9 (4.25%) TensorFlow
7 8 (3.77%) CSS
7 8 (3.77%) HTML
7 8 (3.77%) React
8 6 (2.83%) NumPy
8 6 (2.83%) Play Framework
9 5 (2.36%) Microsoft Graph
9 5 (2.36%) Middleware
9 5 (2.36%) Node.js
9 5 (2.36%) scikit-learn
10 4 (1.89%) Apache NiFi
11 3 (1.42%) .NET
11 3 (1.42%) Keras
Miscellaneous
1 29 (13.68%) Cloud Native
2 25 (11.79%) Distributed Systems
3 14 (6.60%) Product Ownership
4 9 (4.25%) Algorithms
4 9 (4.25%) Clustering
5 8 (3.77%) Distributed Computing
5 8 (3.77%) Virtual Team
6 6 (2.83%) Data Centre
7 5 (2.36%) Cyber Threat
7 5 (2.36%) Distributed Architecture
8 4 (1.89%) FMCG
9 3 (1.42%) Data Protection Act
9 3 (1.42%) Foreign Exchange (FX)
9 3 (1.42%) Management Information System
9 3 (1.42%) PKI
10 2 (0.94%) AI Agents
10 2 (0.94%) Data Structures
10 2 (0.94%) Educational Technology
10 2 (0.94%) IoT
10 2 (0.94%) Legacy Systems
Operating Systems
1 13 (6.13%) Linux
2 12 (5.66%) Unix
3 5 (2.36%) Windows
3 5 (2.36%) Windows Server
4 1 (0.47%) Windows Server 2003
Processes & Methodologies
1 97 (45.75%) Analytics
1 97 (45.75%) Data Pipeline
2 94 (44.34%) CI/CD
3 91 (42.92%) Data Engineering
4 85 (40.09%) Agile
5 71 (33.49%) ETL
6 63 (29.72%) AI
7 57 (26.89%) DevOps
8 54 (25.47%) Data Modelling
8 54 (25.47%) Machine Learning
9 48 (22.64%) Data Governance
10 46 (21.70%) Data Science
10 46 (21.70%) Problem-Solving
11 41 (19.34%) Containerisation
12 38 (17.92%) Scrum
13 31 (14.62%) Decision-Making
13 31 (14.62%) Validation
14 30 (14.15%) Microservices
15 27 (12.74%) Data Analysis
16 25 (11.79%) Software Engineering
Programming Languages
1 113 (53.30%) Python
2 103 (48.58%) SQL
3 50 (23.58%) Java
4 30 (14.15%) Scala
5 16 (7.55%) R
6 10 (4.72%) JavaScript
7 9 (4.25%) Bash
8 7 (3.30%) PowerShell
9 5 (2.36%) SAS Macro
10 3 (1.42%) Rust
10 3 (1.42%) TypeScript
11 2 (0.94%) C#
11 2 (0.94%) Shell Script
12 1 (0.47%) C
12 1 (0.47%) C++
12 1 (0.47%) Data Analysis Expressions
12 1 (0.47%) Go
12 1 (0.47%) Korn
12 1 (0.47%) MATLAB
12 1 (0.47%) Perl
Qualifications
1 42 (19.81%) Security Cleared
2 31 (14.62%) SC Cleared
3 30 (14.15%) Degree
4 15 (7.08%) Computer Science Degree
5 12 (5.66%) Master's Degree
6 5 (2.36%) Azure Certification
6 5 (2.36%) DV Cleared
7 4 (1.89%) AWS Certification
7 4 (1.89%) BPSS Clearance
8 3 (1.42%) Microsoft Certification
9 2 (0.94%) (ISC)2 CCSP
9 2 (0.94%) Cisco Certification
9 2 (0.94%) CISSP
9 2 (0.94%) MCITP
9 2 (0.94%) MCTS
9 2 (0.94%) PhD
9 2 (0.94%) TOGAF Certification
10 1 (0.47%) ISTQB
Quality Assurance & Compliance
1 50 (23.58%) Data Quality
2 21 (9.91%) QA
3 13 (6.13%) GDPR
4 5 (2.36%) ISO/IEC 27001
4 5 (2.36%) NIST
5 2 (0.94%) PCI DSS
5 2 (0.94%) Sarbanes-Oxley
6 1 (0.47%) California Consumer Privacy Act
6 1 (0.47%) ISO 13485
System Software
1 50 (23.58%) Docker
2 6 (2.83%) Active Directory
3 4 (1.89%) HDFS
4 3 (1.42%) BitLocker
4 3 (1.42%) Hyper-V
4 3 (1.42%) Microsoft App-V
4 3 (1.42%) Terminal Services
4 3 (1.42%) VMware ESXi
4 3 (1.42%) VMware Infrastructure
5 1 (0.47%) Apache Flume
Systems Management
1 52 (24.53%) Kubernetes
2 30 (14.15%) Terraform
3 12 (5.66%) Grafana
4 9 (4.25%) Ansible
5 6 (2.83%) Kibana
5 6 (2.83%) Prometheus
6 4 (1.89%) Puppet
7 3 (1.42%) Nagios
7 3 (1.42%) vCenter Server
7 3 (1.42%) vMotion
8 1 (0.47%) Control-M
8 1 (0.47%) HP ALM
8 1 (0.47%) Kubeflow
Vendors
1 39 (18.40%) Databricks
2 25 (11.79%) Microsoft
3 14 (6.60%) Google
4 12 (5.66%) Salesforce
5 8 (3.77%) Oracle
6 6 (2.83%) Informatica
6 6 (2.83%) Splunk
7 5 (2.36%) Ab Initio
7 5 (2.36%) Amplitude
7 5 (2.36%) IBM
7 5 (2.36%) Teradata
8 4 (1.89%) HP
8 4 (1.89%) OpenAI
9 3 (1.42%) Citrix
9 3 (1.42%) Cloudera
9 3 (1.42%) Foundry
9 3 (1.42%) Symantec
9 3 (1.42%) Talend
9 3 (1.42%) VMware
10 2 (0.94%) Salesforce Marketing Cloud