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

6 months to
15 Jul 2026
Same period 2025 Same period 2024
Rank 398 227 198
Rank change year-on-year -171 -29 +29
Contract jobs citing Big Data 222 308 445
As % of all contract jobs in England 0.50% 1.14% 1.21%
As % of the Database & Business Intelligence category 3.24% 6.21% 6.85%
Number of daily rates quoted 146 223 328
10th Percentile £355 £405 £358
25th Percentile £450 £463 £450
Median daily rate (50th Percentile) £550 £550 £579
Median % change year-on-year - -5.01% -3.50%
75th Percentile £645 £675 £750
90th Percentile £748 £750 £850
UK median daily rate £550 £550 £563
% change year-on-year - -2.22% -6.25%
Number of hourly rates quoted 13 3 7
10th Percentile £61.30 £42.42 -
25th Percentile £65.00 £47.61 £18.20
Median hourly rate £70.00 £57.50 £37.50
Median % change year-on-year +21.74% +53.33% -51.92%
75th Percentile £75.00 £79.38 £43.75
90th Percentile £87.00 £91.75 £45.75
UK median hourly rate £70.00 £57.50 £37.50
% change year-on-year +21.74% +53.33% -51.92%

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 6,849 4,959 6,501
As % of all contract IT jobs advertised in England 15.31% 18.28% 17.73%
Number of daily rates quoted 4,591 3,439 4,681
10th Percentile £354 £350 £350
25th Percentile £416 £413 £425
Median daily rate (50th Percentile) £500 £525 £530
Median % change year-on-year -4.76% -0.94% -3.64%
75th Percentile £600 £640 £675
90th Percentile £703 £775 £825
UK median daily rate £500 £513 £525
% change year-on-year -2.44% -2.38% -2.33%
Number of hourly rates quoted 223 90 127
10th Percentile £15.07 £19.20 £14.00
25th Percentile £24.65 £25.00 £19.25
Median hourly rate £38.50 £34.58 £38.50
Median % change year-on-year +11.35% -10.19% -33.04%
75th Percentile £72.25 £63.75 £51.00
90th Percentile £79.66 £77.50 £69.15
UK median hourly rate £39.50 £35.00 £37.50
% change year-on-year +12.86% -6.67% -31.82%

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 15 July 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 15 July 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 15 July 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 -97 133 £600 +3.81% 58
North of England -61 33 £538 -8.12% 20
South East -85 22 £525 -0.71% 21
Yorkshire -47 14 £550 -8.33% 9
North East -30 12 £450 -2.70% 3
Midlands -70 12 £500 +5.26% 7
East Midlands -17 9 £495 +20.73% 3
South West -30 9 £515 +14.44% 10
North West -48 7 - - 8
East of England -35 3 £540 -10.00% 9
West Midlands -74 3 £640 +25.00% 4
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
1 121 (54.50%) Apache Spark
2 37 (16.67%) Apache
2 37 (16.67%) Apache Airflow
3 6 (2.70%) SAS
4 5 (2.25%) Microsoft Exchange
4 5 (2.25%) SharePoint
5 4 (1.80%) Jupyter
6 3 (1.35%) Confluence
7 2 (0.90%) Apache Pig
7 2 (0.90%) CMS
8 1 (0.45%) Apache Superset
8 1 (0.45%) Camunda
8 1 (0.45%) Luigi
8 1 (0.45%) Palantir Foundry
Business Applications
1 2 (0.90%) Endur
2 1 (0.45%) SAP ERP
Cloud Services
1 121 (54.50%) AWS
2 95 (42.79%) Azure
3 78 (35.14%) GCP
4 33 (14.86%) Snowflake
5 26 (11.71%) Amazon S3
6 25 (11.26%) Power Platform
7 21 (9.46%) GitHub
8 16 (7.21%) AWS Lambda
9 14 (6.31%) Amazon EMR
9 14 (6.31%) Azure DevOps
9 14 (6.31%) Serverless
10 13 (5.86%) GitHub Actions
10 13 (5.86%) OpenShift
11 12 (5.41%) dbt
12 11 (4.95%) Amazon ECS
12 11 (4.95%) Azure Data Factory
13 7 (3.15%) Salesforce Service Cloud
14 6 (2.70%) Amazon Bedrock
14 6 (2.70%) Amazon EventBridge
15 5 (2.25%) Amazon EKS
Communications & Networking
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%) SMTP
1 3 (1.35%) VPN
2 2 (0.90%) Broadband
Database & Business Intelligence
1 47 (21.17%) Data Warehouse
1 47 (21.17%) Hadoop
2 41 (18.47%) NoSQL
3 36 (16.22%) Data Lake
4 33 (14.86%) PostgreSQL
5 20 (9.01%) Power BI
6 17 (7.66%) Relational Database
7 16 (7.21%) Amazon Redshift
7 16 (7.21%) BigQuery
7 16 (7.21%) SQL Server
8 14 (6.31%) MongoDB
9 11 (4.95%) Amazon RDS
10 10 (4.50%) Elasticsearch
10 10 (4.50%) Metadata
10 10 (4.50%) Tableau
11 9 (4.05%) Apache Hive
12 8 (3.60%) Amazon Athena
12 8 (3.60%) Data Vault
12 8 (3.60%) Spark SQL
13 7 (3.15%) Delta Lake
Development Applications
1 27 (12.16%) Git
2 26 (11.71%) Jenkins
3 20 (9.01%) GitLab
4 8 (3.60%) JIRA
4 8 (3.60%) Selenium
5 5 (2.25%) PowerDesigner
5 5 (2.25%) Robot Framework
6 3 (1.35%) JUnit
7 2 (0.90%) MLflow
7 2 (0.90%) Postman
8 1 (0.45%) Claude Code
8 1 (0.45%) ERwin
General
1 68 (30.63%) Social Skills
2 61 (27.48%) Finance
3 50 (22.52%) Analytical Skills
4 31 (13.96%) Banking
5 12 (5.41%) Public Sector
6 7 (3.15%) Documentation Skills
7 6 (2.70%) Investment Banking
8 5 (2.25%) Legal
8 5 (2.25%) Marketing
8 5 (2.25%) Telecoms
9 4 (1.80%) Inclusion and Diversity
9 4 (1.80%) 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%) Corporate Banking
11 1 (0.45%) Manufacturing
11 1 (0.45%) Military
11 1 (0.45%) Retail Banking
Job Titles
1 61 (27.48%) Data Engineer
2 41 (18.47%) Architect
3 32 (14.41%) Senior
4 28 (12.61%) Developer
5 17 (7.66%) Lead
6 15 (6.76%) Data Architect
7 14 (6.31%) Analyst
7 14 (6.31%) Solutions Architect
8 11 (4.95%) Big Data Engineer
9 9 (4.05%) Data Analyst
9 9 (4.05%) Data Scientist
9 9 (4.05%) Java Developer
9 9 (4.05%) Senior Data Engineer
10 8 (3.60%) Artificial Intelligence Engineer
11 7 (3.15%) QA Engineer
12 6 (2.70%) DBA
12 6 (2.70%) Senior Developer
12 6 (2.70%) Software Developer
12 6 (2.70%) SQL DBA
12 6 (2.70%) Test Engineer
Libraries, Frameworks & Software Standards
1 52 (23.42%) Kafka
2 29 (13.06%) PySpark
3 20 (9.01%) REST
4 19 (8.56%) Spring
5 17 (7.66%) Spring Boot
6 10 (4.50%) Pandas
6 10 (4.50%) PyTorch
6 10 (4.50%) TensorFlow
7 8 (3.60%) React
8 7 (3.15%) Apache NiFi
8 7 (3.15%) CSS
8 7 (3.15%) HTML
9 6 (2.70%) NumPy
9 6 (2.70%) Play Framework
10 5 (2.25%) Langfuse
10 5 (2.25%) Microsoft Graph
10 5 (2.25%) Middleware
10 5 (2.25%) Node.js
10 5 (2.25%) scikit-learn
11 4 (1.80%) LangChain
Miscellaneous
1 34 (15.32%) Cloud Native
2 26 (11.71%) Distributed Systems
3 14 (6.31%) Product Ownership
4 9 (4.05%) Algorithms
4 9 (4.05%) Clustering
5 8 (3.60%) Distributed Computing
5 8 (3.60%) Virtual Team
6 6 (2.70%) Cyber Threat
6 6 (2.70%) Data Centre
7 5 (2.25%) Data Protection Act
7 5 (2.25%) Distributed Architecture
8 4 (1.80%) AI Agents
8 4 (1.80%) FMCG
9 3 (1.35%) Data Structures
9 3 (1.35%) Foreign Exchange (FX)
9 3 (1.35%) Management Information System
9 3 (1.35%) PKI
10 2 (0.90%) Hybrid Cloud
10 2 (0.90%) IoT
10 2 (0.90%) Social Media
Operating Systems
1 14 (6.31%) Linux
2 11 (4.95%) Unix
3 5 (2.25%) Windows
3 5 (2.25%) Windows Server
4 1 (0.45%) Windows Server 2003
Processes & Methodologies
1 109 (49.10%) Data Pipeline
2 99 (44.59%) Analytics
3 94 (42.34%) CI/CD
4 87 (39.19%) Agile
4 87 (39.19%) Data Engineering
5 74 (33.33%) ETL
6 65 (29.28%) AI
7 59 (26.58%) Machine Learning
8 58 (26.13%) DevOps
9 54 (24.32%) Data Modelling
10 52 (23.42%) Data Science
11 49 (22.07%) Data Governance
12 48 (21.62%) Problem-Solving
13 44 (19.82%) Containerisation
14 41 (18.47%) Scrum
15 36 (16.22%) Validation
16 32 (14.41%) Microservices
17 31 (13.96%) Decision-Making
18 29 (13.06%) Data Analysis
18 29 (13.06%) Test Automation
Programming Languages
1 120 (54.05%) Python
2 106 (47.75%) SQL
3 53 (23.87%) Java
4 29 (13.06%) Scala
5 15 (6.76%) R
6 10 (4.50%) Bash
6 10 (4.50%) PowerShell
7 9 (4.05%) JavaScript
8 5 (2.25%) SAS Macro
9 3 (1.35%) C#
9 3 (1.35%) Rust
9 3 (1.35%) TypeScript
10 2 (0.90%) Go
10 2 (0.90%) Shell Script
11 1 (0.45%) C
11 1 (0.45%) C++
11 1 (0.45%) Data Analysis Expressions
11 1 (0.45%) Korn
11 1 (0.45%) MATLAB
11 1 (0.45%) Perl
Qualifications
1 42 (18.92%) Security Cleared
2 30 (13.51%) SC Cleared
3 28 (12.61%) Degree
4 14 (6.31%) Computer Science Degree
4 14 (6.31%) Master's Degree
5 6 (2.70%) DV Cleared
6 5 (2.25%) Azure Certification
7 4 (1.80%) AWS Certification
7 4 (1.80%) BPSS Clearance
8 3 (1.35%) Microsoft Certification
8 3 (1.35%) PhD
9 2 (0.90%) (ISC)2 CCSP
9 2 (0.90%) Cisco Certification
9 2 (0.90%) CISSP
9 2 (0.90%) MCITP
9 2 (0.90%) MCTS
9 2 (0.90%) TOGAF Certification
10 1 (0.45%) MBA
Quality Assurance & Compliance
1 55 (24.77%) Data Quality
2 23 (10.36%) QA
3 12 (5.41%) GDPR
4 5 (2.25%) ISO/IEC 27001
4 5 (2.25%) NIST
5 2 (0.90%) PCI DSS
5 2 (0.90%) SLA
6 1 (0.45%) California Consumer Privacy Act
6 1 (0.45%) ISO 13485
6 1 (0.45%) Sarbanes-Oxley
System Software
1 51 (22.97%) Docker
2 6 (2.70%) Active Directory
2 6 (2.70%) HDFS
3 3 (1.35%) BitLocker
3 3 (1.35%) Hyper-V
3 3 (1.35%) Microsoft App-V
3 3 (1.35%) Terminal Services
3 3 (1.35%) VMware ESXi
3 3 (1.35%) VMware Infrastructure
4 2 (0.90%) Apache Flume
Systems Management
1 52 (23.42%) Kubernetes
2 29 (13.06%) Terraform
3 12 (5.41%) Grafana
4 10 (4.50%) Ansible
5 6 (2.70%) Kibana
5 6 (2.70%) Prometheus
6 5 (2.25%) Puppet
7 3 (1.35%) Nagios
7 3 (1.35%) vCenter Server
7 3 (1.35%) vMotion
8 1 (0.45%) Control-M
8 1 (0.45%) HP ALM
8 1 (0.45%) Kubeflow
Vendors
1 47 (21.17%) Databricks
2 25 (11.26%) Microsoft
3 16 (7.21%) Google
4 12 (5.41%) Salesforce
5 8 (3.60%) Oracle
6 6 (2.70%) Splunk
7 5 (2.25%) Amplitude
7 5 (2.25%) Cloudera
7 5 (2.25%) IBM
7 5 (2.25%) Informatica
8 4 (1.80%) Ab Initio
8 4 (1.80%) Foundry
8 4 (1.80%) HP
8 4 (1.80%) OpenAI
8 4 (1.80%) Teradata
9 3 (1.35%) Citrix
9 3 (1.35%) Symantec
9 3 (1.35%) Talend
9 3 (1.35%) VMware
10 2 (0.90%) OpenLink