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

6 months to
1 Aug 2026
Same period 2025 Same period 2024
Rank 402 241 200
Rank change year-on-year -161 -41 +27
Contract jobs citing Big Data 227 293 419
As % of all contract jobs in England 0.50% 1.06% 1.24%
As % of the Database & Business Intelligence category 3.24% 5.85% 6.80%
Number of daily rates quoted 148 207 300
10th Percentile £355 £406 £370
25th Percentile £447 £463 £455
Median daily rate (50th Percentile) £550 £550 £600
Median % change year-on-year - -8.33% -
75th Percentile £663 £672 £763
90th Percentile £740 £750 £850
UK median daily rate £550 £550 £600
% change year-on-year - -8.33% -
Number of hourly rates quoted 13 3 4
10th Percentile £61.30 £42.42 £37.75
25th Percentile £65.00 £47.61 £40.00
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 £50.00
90th Percentile £87.00 £91.75 £52.25
UK median hourly rate £70.00 £57.50 £45.00
% change year-on-year +21.74% +27.78% -42.31%

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 7,001 5,007 6,161
As % of all contract IT jobs advertised in England 15.38% 18.14% 18.25%
Number of daily rates quoted 4,679 3,467 4,416
10th Percentile £356 £350 £350
25th Percentile £419 £413 £425
Median daily rate (50th Percentile) £500 £515 £538
Median % change year-on-year -2.91% -4.19% -2.27%
75th Percentile £613 £638 £675
90th Percentile £700 £763 £825
UK median daily rate £500 £508 £525
% change year-on-year -1.48% -3.33% -3.67%
Number of hourly rates quoted 225 78 91
10th Percentile £16.00 £18.67 £13.69
25th Percentile £25.25 £23.50 £20.00
Median hourly rate £38.50 £34.82 £37.50
Median % change year-on-year +10.58% -7.16% -31.82%
75th Percentile £62.00 £64.69 £60.78
90th Percentile £76.80 £77.86 £71.50
UK median hourly rate £39.50 £36.25 £36.50
% change year-on-year +8.97% -0.68% -33.64%

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 1 August 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 1 August 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 1 August 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 -96 141 £600 +2.39% 130
North of England -54 32 £550 +7.32% 9
South East -84 19 £525 -4.55% 22
Midlands -65 15 £414 -3.72% 7
Yorkshire -30 14 £550 -8.33% 2
North East -32 10 £510 +10.27%
East Midlands -22 9 £495 +19.28%
South West -37 9 £515 +14.44% 10
North West -51 8 £600 +20.00% 7
West Midlands -68 6 £410 -20.02% 7
East of England -30 3 £540 +6.93% 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
1 120 (52.86%) Apache Spark
2 35 (15.42%) Apache Airflow
3 34 (14.98%) Apache
4 6 (2.64%) Confluence
4 6 (2.64%) SAS
5 5 (2.20%) SharePoint
6 4 (1.76%) Jupyter
6 4 (1.76%) Microsoft Exchange
6 4 (1.76%) Palantir Foundry
7 3 (1.32%) CMS
7 3 (1.32%) JBoss
8 2 (0.88%) Apache Pig
9 1 (0.44%) Apache Superset
9 1 (0.44%) Luigi
Business Applications
1 2 (0.88%) Endur
2 1 (0.44%) SAP ERP
Cloud Services
1 115 (50.66%) AWS
2 89 (39.21%) Azure
3 73 (32.16%) GCP
4 32 (14.10%) Snowflake
5 26 (11.45%) Amazon S3
6 23 (10.13%) Power Platform
7 21 (9.25%) GitHub
8 16 (7.05%) AWS Lambda
8 16 (7.05%) Azure DevOps
9 14 (6.17%) Amazon EMR
10 13 (5.73%) GitHub Actions
10 13 (5.73%) Serverless
11 12 (5.29%) Amazon ECS
11 12 (5.29%) dbt
12 11 (4.85%) OpenShift
13 10 (4.41%) Azure Data Factory
14 7 (3.08%) Salesforce Service Cloud
15 6 (2.64%) Amazon Bedrock
15 6 (2.64%) Amazon EKS
15 6 (2.64%) Amazon EventBridge
Communications & Networking
1 3 (1.32%) Broadband
1 3 (1.32%) DHCP
1 3 (1.32%) DNS
1 3 (1.32%) Firewall
1 3 (1.32%) IPv4
1 3 (1.32%) IPv6
1 3 (1.32%) Kerberos
1 3 (1.32%) SMTP
1 3 (1.32%) VPN
Database & Business Intelligence
1 47 (20.70%) Hadoop
2 45 (19.82%) Data Warehouse
3 39 (17.18%) Data Lake
4 37 (16.30%) NoSQL
5 29 (12.78%) PostgreSQL
6 20 (8.81%) Power BI
7 17 (7.49%) Amazon Redshift
8 16 (7.05%) BigQuery
9 15 (6.61%) Relational Database
9 15 (6.61%) SQL Server
10 13 (5.73%) MongoDB
11 12 (5.29%) Amazon RDS
11 12 (5.29%) Apache Hive
12 11 (4.85%) Metadata
13 9 (3.96%) Elasticsearch
13 9 (3.96%) Tableau
14 8 (3.52%) Amazon Athena
14 8 (3.52%) Data Vault
14 8 (3.52%) Spark SQL
15 7 (3.08%) DynamoDB
Development Applications
1 26 (11.45%) Jenkins
2 25 (11.01%) Git
3 20 (8.81%) GitLab
4 11 (4.85%) JIRA
5 8 (3.52%) Selenium
6 6 (2.64%) PowerDesigner
7 4 (1.76%) Robot Framework
8 3 (1.32%) JUnit
9 2 (0.88%) MLflow
10 1 (0.44%) Claude Code
10 1 (0.44%) ERwin
10 1 (0.44%) Postman
10 1 (0.44%) TeamCity
General
1 74 (32.60%) Social Skills
2 62 (27.31%) Finance
3 53 (23.35%) Analytical Skills
4 30 (13.22%) Banking
5 11 (4.85%) Public Sector
6 7 (3.08%) Documentation Skills
6 7 (3.08%) Marketing
7 6 (2.64%) Inclusion and Diversity
7 6 (2.64%) Investment Banking
8 5 (2.20%) Legal
8 5 (2.20%) Telecoms
9 4 (1.76%) Retail
10 2 (0.88%) Aerospace
10 2 (0.88%) Influencing Skills
10 2 (0.88%) Local Government
10 2 (0.88%) Organisational Skills
11 1 (0.44%) Agriculture
11 1 (0.44%) Manufacturing
11 1 (0.44%) Police
11 1 (0.44%) Presentation Skills
Job Titles
1 62 (27.31%) Data Engineer
2 45 (19.82%) Architect
3 34 (14.98%) Senior
4 27 (11.89%) Developer
5 17 (7.49%) Data Architect
6 15 (6.61%) Lead
6 15 (6.61%) Solutions Architect
7 14 (6.17%) Analyst
8 12 (5.29%) Big Data Engineer
9 9 (3.96%) Data Analyst
9 9 (3.96%) Senior Data Engineer
10 8 (3.52%) Artificial Intelligence Engineer
10 8 (3.52%) Java Developer
11 6 (2.64%) Data Scientist
11 6 (2.64%) DBA
11 6 (2.64%) Senior Developer
11 6 (2.64%) Software Developer
11 6 (2.64%) Software Engineer
11 6 (2.64%) SQL DBA
11 6 (2.64%) Test Engineer
Libraries, Frameworks & Software Standards
1 51 (22.47%) Kafka
2 32 (14.10%) PySpark
3 20 (8.81%) REST
4 16 (7.05%) Spring
5 14 (6.17%) Spring Boot
6 11 (4.85%) Pandas
7 8 (3.52%) Apache NiFi
7 8 (3.52%) PyTorch
7 8 (3.52%) TensorFlow
8 7 (3.08%) CSS
8 7 (3.08%) HTML
8 7 (3.08%) NumPy
8 7 (3.08%) React
9 6 (2.64%) Play Framework
10 5 (2.20%) Elastic Stack
10 5 (2.20%) Langfuse
10 5 (2.20%) Microsoft Graph
10 5 (2.20%) Middleware
10 5 (2.20%) Node.js
11 4 (1.76%) Spark Streaming
Miscellaneous
1 37 (16.30%) Cloud Native
2 28 (12.33%) Distributed Systems
3 14 (6.17%) Product Ownership
4 12 (5.29%) Clustering
5 11 (4.85%) Virtual Team
6 7 (3.08%) Algorithms
6 7 (3.08%) Distributed Computing
7 6 (2.64%) Cyber Threat
7 6 (2.64%) Data Centre
8 5 (2.20%) Data Protection Act
8 5 (2.20%) Data Structures
8 5 (2.20%) Distributed Architecture
8 5 (2.20%) Onboarding
9 4 (1.76%) AI Agents
9 4 (1.76%) FMCG
10 3 (1.32%) Foreign Exchange (FX)
10 3 (1.32%) Management Information System
10 3 (1.32%) PKI
10 3 (1.32%) Social Media
11 2 (0.88%) Hybrid Cloud
Operating Systems
1 16 (7.05%) Linux
2 10 (4.41%) Unix
3 5 (2.20%) Windows
3 5 (2.20%) Windows Server
4 3 (1.32%) Red Hat Enterprise Linux
5 1 (0.44%) Windows Server 2003
Processes & Methodologies
1 108 (47.58%) Data Pipeline
2 102 (44.93%) Analytics
3 88 (38.77%) Agile
4 86 (37.89%) CI/CD
4 86 (37.89%) Data Engineering
5 74 (32.60%) ETL
6 66 (29.07%) AI
7 58 (25.55%) DevOps
8 56 (24.67%) Data Modelling
8 56 (24.67%) Machine Learning
9 52 (22.91%) Problem-Solving
10 47 (20.70%) Data Governance
11 46 (20.26%) Data Science
12 42 (18.50%) Containerisation
13 40 (17.62%) Scrum
14 38 (16.74%) Validation
15 31 (13.66%) Microservices
16 30 (13.22%) Decision-Making
16 30 (13.22%) Software Engineering
17 29 (12.78%) Data Analysis
Programming Languages
1 119 (52.42%) Python
2 103 (45.37%) SQL
3 53 (23.35%) Java
4 31 (13.66%) Scala
5 14 (6.17%) PowerShell
6 13 (5.73%) R
7 11 (4.85%) JavaScript
8 9 (3.96%) Bash
9 5 (2.20%) SAS Macro
10 4 (1.76%) C#
11 3 (1.32%) Rust
11 3 (1.32%) TypeScript
12 2 (0.88%) Go
12 2 (0.88%) Korn
12 2 (0.88%) Shell Script
13 1 (0.44%) C
13 1 (0.44%) C++
13 1 (0.44%) Data Analysis Expressions
13 1 (0.44%) MATLAB
13 1 (0.44%) Perl
Qualifications
1 44 (19.38%) Security Cleared
2 30 (13.22%) SC Cleared
3 28 (12.33%) Degree
4 14 (6.17%) Computer Science Degree
4 14 (6.17%) Master's Degree
5 7 (3.08%) DV Cleared
6 6 (2.64%) BPSS Clearance
7 5 (2.20%) Azure Certification
8 4 (1.76%) AWS Certification
9 3 (1.32%) Microsoft Certification
9 3 (1.32%) PhD
10 2 (0.88%) (ISC)2 CCSP
10 2 (0.88%) Cisco Certification
10 2 (0.88%) CISSP
10 2 (0.88%) MCITP
10 2 (0.88%) MCTS
10 2 (0.88%) TOGAF Certification
11 1 (0.44%) MBA
Quality Assurance & Compliance
1 54 (23.79%) Data Quality
2 21 (9.25%) QA
3 11 (4.85%) GDPR
4 5 (2.20%) ISO/IEC 27001
4 5 (2.20%) NIST
5 3 (1.32%) SLA
6 2 (0.88%) PCI DSS
7 1 (0.44%) California Consumer Privacy Act
7 1 (0.44%) NCSC
7 1 (0.44%) Sarbanes-Oxley
System Software
1 46 (20.26%) Docker
2 7 (3.08%) Active Directory
3 6 (2.64%) HDFS
3 6 (2.64%) VMware Infrastructure
4 3 (1.32%) BitLocker
4 3 (1.32%) Hyper-V
4 3 (1.32%) Microsoft App-V
4 3 (1.32%) Terminal Services
4 3 (1.32%) VMware ESXi
5 2 (0.88%) Apache Flume
Systems Management
1 47 (20.70%) Kubernetes
2 29 (12.78%) Terraform
3 11 (4.85%) Grafana
4 10 (4.41%) Ansible
5 8 (3.52%) Puppet
6 6 (2.64%) Kibana
6 6 (2.64%) Prometheus
7 3 (1.32%) Nagios
7 3 (1.32%) Red Hat Satellite
7 3 (1.32%) vCenter Server
7 3 (1.32%) vMotion
8 2 (0.88%) Failover Clustering
9 1 (0.44%) Control-M
9 1 (0.44%) HP ALM
9 1 (0.44%) Kubeflow
Vendors
1 47 (20.70%) Databricks
2 24 (10.57%) Microsoft
3 20 (8.81%) Google
4 12 (5.29%) Salesforce
5 9 (3.96%) Splunk
6 8 (3.52%) Cloudera
6 8 (3.52%) Oracle
7 7 (3.08%) Foundry
8 6 (2.64%) IBM
8 6 (2.64%) VMware
9 5 (2.20%) Amplitude
9 5 (2.20%) Informatica
10 4 (1.76%) HP
10 4 (1.76%) Palantir
10 4 (1.76%) Talend
11 3 (1.32%) Ab Initio
11 3 (1.32%) Cisco
11 3 (1.32%) Citrix
11 3 (1.32%) Red Hat
11 3 (1.32%) Teradata