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

6 months to
4 Aug 2026
Same period 2025 Same period 2024
Rank 395 240 198
Rank change year-on-year -155 -42 +34
Contract jobs citing Big Data 223 292 418
As % of all contract jobs in England 0.49% 1.06% 1.25%
As % of the Database & Business Intelligence category 3.22% 5.82% 6.81%
Number of daily rates quoted 147 206 295
10th Percentile £355 £406 £370
25th Percentile £445 £463 £450
Median daily rate (50th Percentile) £550 £550 £600
Median % change year-on-year - -8.33% -
75th Percentile £663 £667 £763
90th Percentile £741 £744 £850
UK median daily rate £550 £550 £600
% change year-on-year - -8.33% -
Number of hourly rates quoted 12 3 5
10th Percentile £61.15 £42.42 £27.25
25th Percentile £64.38 £47.61 £36.25
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 £48.75
90th Percentile £88.50 £91.75 £51.75
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 6,926 5,021 6,136
As % of all contract IT jobs advertised in England 15.35% 18.19% 18.32%
Number of daily rates quoted 4,631 3,482 4,380
10th Percentile £358 £345 £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 £509 £525
% change year-on-year -1.72% -3.10% -2.95%
Number of hourly rates quoted 225 77 91
10th Percentile £16.00 £18.64 £14.25
25th Percentile £25.25 £23.50 £20.38
Median hourly rate £38.50 £34.50 £37.50
Median % change year-on-year +11.59% -8.00% -31.82%
75th Percentile £62.00 £63.75 £60.78
90th Percentile £76.80 £77.98 £71.50
UK median hourly rate £39.00 £35.00 £35.50
% change year-on-year +11.43% -1.41% -35.45%

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 4 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 4 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 4 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 -93 140 £600 +2.39% 161
North of England -43 31 £550 +7.32% 7
South East -86 19 £525 -4.55% 22
Yorkshire -34 14 £550 -8.33% 4
Midlands -64 14 £410 -4.77% 12
East Midlands -15 9 £495 +19.28%
North East -34 9 £510 +10.27%
South West -41 9 £515 +14.44% 9
North West -50 8 £600 +20.00% 3
West Midlands -62 5 £405 -20.90% 12
East of England -31 2 £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
1 117 (52.47%) Apache Spark
2 32 (14.35%) Apache
2 32 (14.35%) Apache Airflow
3 6 (2.69%) Confluence
3 6 (2.69%) SAS
4 5 (2.24%) SharePoint
5 4 (1.79%) Jupyter
5 4 (1.79%) Microsoft Exchange
5 4 (1.79%) Palantir Foundry
6 3 (1.35%) CMS
6 3 (1.35%) JBoss
7 2 (0.90%) Apache Pig
8 1 (0.45%) Apache Superset
8 1 (0.45%) Luigi
Business Applications
1 2 (0.90%) Endur
2 1 (0.45%) SAP ERP
Cloud Services
1 111 (49.78%) AWS
2 88 (39.46%) Azure
3 71 (31.84%) GCP
4 32 (14.35%) Snowflake
5 26 (11.66%) Amazon S3
6 23 (10.31%) Power Platform
7 19 (8.52%) GitHub
8 17 (7.62%) Azure DevOps
9 15 (6.73%) AWS Lambda
10 14 (6.28%) Amazon EMR
11 12 (5.38%) Amazon ECS
11 12 (5.38%) dbt
11 12 (5.38%) Serverless
12 11 (4.93%) GitHub Actions
12 11 (4.93%) OpenShift
13 10 (4.48%) Azure Data Factory
14 7 (3.14%) PaaS
14 7 (3.14%) Salesforce Service Cloud
15 6 (2.69%) Amazon EKS
15 6 (2.69%) Amazon EventBridge
Communications & Networking
1 3 (1.35%) Broadband
1 3 (1.35%) DHCP
1 3 (1.35%) DNS
1 3 (1.35%) Firewall
1 3 (1.35%) IPv4
1 3 (1.35%) IPv6
1 3 (1.35%) Kerberos
1 3 (1.35%) SMTP
1 3 (1.35%) VPN
Database & Business Intelligence
1 44 (19.73%) Hadoop
2 43 (19.28%) Data Warehouse
3 37 (16.59%) Data Lake
3 37 (16.59%) NoSQL
4 27 (12.11%) PostgreSQL
5 20 (8.97%) Power BI
6 16 (7.17%) Amazon Redshift
7 15 (6.73%) BigQuery
8 13 (5.83%) Apache Hive
8 13 (5.83%) Relational Database
9 12 (5.38%) Amazon RDS
9 12 (5.38%) MongoDB
9 12 (5.38%) SQL Server
10 10 (4.48%) Metadata
11 9 (4.04%) Elasticsearch
11 9 (4.04%) Tableau
12 8 (3.59%) Amazon Athena
12 8 (3.59%) Data Vault
12 8 (3.59%) Spark SQL
13 7 (3.14%) HBase
Development Applications
1 26 (11.66%) Jenkins
2 25 (11.21%) Git
3 21 (9.42%) GitLab
4 11 (4.93%) JIRA
5 8 (3.59%) Selenium
6 6 (2.69%) PowerDesigner
7 4 (1.79%) Robot Framework
8 3 (1.35%) JUnit
9 2 (0.90%) MLflow
10 1 (0.45%) Claude Code
10 1 (0.45%) ERwin
10 1 (0.45%) Postman
10 1 (0.45%) TeamCity
General
1 73 (32.74%) Social Skills
2 60 (26.91%) Finance
3 52 (23.32%) Analytical Skills
4 28 (12.56%) Banking
5 11 (4.93%) Public Sector
6 7 (3.14%) Marketing
7 6 (2.69%) Documentation Skills
7 6 (2.69%) Inclusion and Diversity
8 5 (2.24%) Investment Banking
8 5 (2.24%) Legal
8 5 (2.24%) Telecoms
9 4 (1.79%) Retail
10 2 (0.90%) Aerospace
10 2 (0.90%) Influencing Skills
10 2 (0.90%) Local Government
10 2 (0.90%) Organisational Skills
11 1 (0.45%) Agriculture
11 1 (0.45%) Manufacturing
11 1 (0.45%) Police
11 1 (0.45%) Presentation Skills
Job Titles
1 62 (27.80%) Data Engineer
2 43 (19.28%) Architect
3 35 (15.70%) Senior
4 26 (11.66%) Developer
5 15 (6.73%) Data Architect
5 15 (6.73%) Solutions Architect
6 14 (6.28%) Analyst
6 14 (6.28%) Lead
7 12 (5.38%) Big Data Engineer
8 9 (4.04%) Data Analyst
8 9 (4.04%) Senior Data Engineer
9 8 (3.59%) Artificial Intelligence Engineer
9 8 (3.59%) Java Developer
10 6 (2.69%) Data Scientist
10 6 (2.69%) DBA
10 6 (2.69%) Senior Developer
10 6 (2.69%) Software Developer
10 6 (2.69%) Software Engineer
10 6 (2.69%) SQL DBA
10 6 (2.69%) Test Engineer
Libraries, Frameworks & Software Standards
1 48 (21.52%) Kafka
2 31 (13.90%) PySpark
3 19 (8.52%) REST
4 15 (6.73%) Spring
5 14 (6.28%) Spring Boot
6 11 (4.93%) Pandas
7 8 (3.59%) Apache NiFi
7 8 (3.59%) PyTorch
7 8 (3.59%) TensorFlow
8 7 (3.14%) CSS
8 7 (3.14%) HTML
8 7 (3.14%) NumPy
9 6 (2.69%) Play Framework
9 6 (2.69%) React
10 5 (2.24%) Elastic Stack
10 5 (2.24%) Langfuse
10 5 (2.24%) Microsoft Graph
10 5 (2.24%) Middleware
11 4 (1.79%) Node.js
11 4 (1.79%) Spark Streaming
Miscellaneous
1 36 (16.14%) Cloud Native
2 28 (12.56%) Distributed Systems
3 14 (6.28%) Product Ownership
4 12 (5.38%) Clustering
5 11 (4.93%) Virtual Team
6 7 (3.14%) Algorithms
6 7 (3.14%) Distributed Computing
7 6 (2.69%) Cyber Threat
7 6 (2.69%) Data Centre
7 6 (2.69%) Data Structures
7 6 (2.69%) Onboarding
8 5 (2.24%) Data Protection Act
8 5 (2.24%) Distributed Architecture
9 4 (1.79%) AI Agents
9 4 (1.79%) FMCG
10 3 (1.35%) Foreign Exchange (FX)
10 3 (1.35%) PKI
10 3 (1.35%) Social Media
11 2 (0.90%) Hybrid Cloud
11 2 (0.90%) Management Information System
Operating Systems
1 15 (6.73%) Linux
2 9 (4.04%) Unix
3 5 (2.24%) Windows
3 5 (2.24%) Windows Server
4 3 (1.35%) Red Hat Enterprise Linux
5 1 (0.45%) Windows Server 2003
Processes & Methodologies
1 106 (47.53%) Data Pipeline
2 100 (44.84%) Analytics
3 85 (38.12%) Agile
3 85 (38.12%) CI/CD
4 84 (37.67%) Data Engineering
5 71 (31.84%) ETL
6 63 (28.25%) AI
7 57 (25.56%) DevOps
8 53 (23.77%) Data Modelling
8 53 (23.77%) Machine Learning
9 50 (22.42%) Problem-Solving
10 45 (20.18%) Data Governance
11 43 (19.28%) Data Science
12 42 (18.83%) Containerisation
13 40 (17.94%) Scrum
14 38 (17.04%) Validation
15 30 (13.45%) Software Engineering
16 29 (13.00%) Data Analysis
16 29 (13.00%) Decision-Making
16 29 (13.00%) Microservices
Programming Languages
1 117 (52.47%) Python
2 99 (44.39%) SQL
3 52 (23.32%) Java
4 29 (13.00%) Scala
5 16 (7.17%) PowerShell
6 13 (5.83%) R
7 10 (4.48%) JavaScript
8 9 (4.04%) Bash
9 5 (2.24%) SAS Macro
10 4 (1.79%) C#
11 3 (1.35%) Rust
12 2 (0.90%) Go
12 2 (0.90%) Korn
12 2 (0.90%) Shell Script
13 1 (0.45%) C
13 1 (0.45%) C++
13 1 (0.45%) Data Analysis Expressions
13 1 (0.45%) MATLAB
13 1 (0.45%) TypeScript
Qualifications
1 41 (18.39%) Security Cleared
2 27 (12.11%) SC Cleared
3 26 (11.66%) Degree
4 14 (6.28%) Computer Science Degree
5 12 (5.38%) Master's Degree
6 7 (3.14%) DV Cleared
7 6 (2.69%) BPSS Clearance
8 5 (2.24%) Azure Certification
9 4 (1.79%) AWS Certification
10 3 (1.35%) Microsoft Certification
10 3 (1.35%) PhD
11 2 (0.90%) (ISC)2 CCSP
11 2 (0.90%) Cisco Certification
11 2 (0.90%) CISSP
11 2 (0.90%) MCITP
11 2 (0.90%) MCTS
11 2 (0.90%) TOGAF Certification
12 1 (0.45%) MBA
Quality Assurance & Compliance
1 51 (22.87%) Data Quality
2 20 (8.97%) QA
3 11 (4.93%) GDPR
4 5 (2.24%) ISO/IEC 27001
4 5 (2.24%) NIST
5 3 (1.35%) SLA
6 2 (0.90%) PCI DSS
7 1 (0.45%) California Consumer Privacy Act
7 1 (0.45%) NCSC
7 1 (0.45%) Sarbanes-Oxley
System Software
1 45 (20.18%) Docker
2 7 (3.14%) Active Directory
3 6 (2.69%) HDFS
3 6 (2.69%) VMware Infrastructure
4 3 (1.35%) BitLocker
4 3 (1.35%) Hyper-V
4 3 (1.35%) Microsoft App-V
4 3 (1.35%) Terminal Services
4 3 (1.35%) VMware ESXi
5 2 (0.90%) Apache Flume
Systems Management
1 47 (21.08%) Kubernetes
2 28 (12.56%) Terraform
3 11 (4.93%) Grafana
4 10 (4.48%) Ansible
5 8 (3.59%) Puppet
6 6 (2.69%) Kibana
6 6 (2.69%) Prometheus
7 3 (1.35%) Nagios
7 3 (1.35%) Red Hat Satellite
7 3 (1.35%) vCenter Server
7 3 (1.35%) vMotion
8 2 (0.90%) Failover Clustering
9 1 (0.45%) Control-M
9 1 (0.45%) HP ALM
9 1 (0.45%) Kubeflow
Vendors
1 47 (21.08%) Databricks
2 24 (10.76%) Microsoft
3 19 (8.52%) Google
4 12 (5.38%) Salesforce
5 9 (4.04%) Cloudera
5 9 (4.04%) Splunk
6 7 (3.14%) Foundry
7 6 (2.69%) IBM
7 6 (2.69%) VMware
8 5 (2.24%) Amplitude
8 5 (2.24%) Oracle
9 4 (1.79%) HP
9 4 (1.79%) Palantir
10 3 (1.35%) Ab Initio
10 3 (1.35%) Cisco
10 3 (1.35%) Citrix
10 3 (1.35%) Informatica
10 3 (1.35%) Red Hat
10 3 (1.35%) Symantec
10 3 (1.35%) Teradata