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

6 months to
21 Aug 2026
Same period 2025 Same period 2024
Rank 411 254 200
Rank change year-on-year -157 -54 +38
Contract jobs citing Big Data 221 276 419
As % of all contract jobs in England 0.48% 1.00% 1.26%
As % of the Database & Business Intelligence category 3.17% 5.53% 6.84%
Number of daily rates quoted 153 196 291
10th Percentile £357 £404 £370
25th Percentile £450 £463 £468
Median daily rate (50th Percentile) £550 £550 £612
Median % change year-on-year - -10.13% +2.00%
75th Percentile £660 £675 £755
90th Percentile £738 £750 £850
UK median daily rate £544 £550 £600
% change year-on-year -1.14% -8.33% -
Number of hourly rates quoted 10 2 6
10th Percentile £59.43 £45.06 £28.75
25th Percentile £63.13 £54.22 £37.50
Median hourly rate £70.00 £69.48 £45.00
Median % change year-on-year +0.75% +54.40% -42.31%
75th Percentile £75.00 £84.74 £52.50
90th Percentile £76.50 £93.90 £53.75
UK median hourly rate £70.00 £69.48 £45.00
% change year-on-year +0.75% +54.40% -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 6,977 4,993 6,129
As % of all contract IT jobs advertised in England 15.28% 18.12% 18.41%
Number of daily rates quoted 4,669 3,438 4,352
10th Percentile £358 £338 £350
25th Percentile £423 £413 £425
Median daily rate (50th Percentile) £500 £513 £545
Median % change year-on-year -2.44% -5.96% -0.91%
75th Percentile £614 £638 £675
90th Percentile £709 £750 £825
UK median daily rate £500 £505 £525
% change year-on-year -0.99% -3.81% -2.78%
Number of hourly rates quoted 226 82 91
10th Percentile £14.85 £20.87 £14.25
25th Percentile £23.35 £25.34 £20.00
Median hourly rate £38.25 £34.58 £35.00
Median % change year-on-year +10.63% -1.21% -36.36%
75th Percentile £61.31 £61.25 £56.25
90th Percentile £75.00 £78.58 £71.50
UK median hourly rate £38.25 £34.99 £34.47
% change year-on-year +9.32% +1.52% -37.34%

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 21 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 21 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 21 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 -104 139 £598 +2.05% 29
North of England -60 32 £518 +0.98% 5
Yorkshire -28 18 £550 -8.33% 2
South East -83 18 £500 -9.09% 8
Midlands -56 14 £410 -2.50% 5
East Midlands -22 9 £495 +19.28%
South West -47 9 £515 +7.01% 6
North East -31 7 £425 -
North West -44 7 £600 +20.00% 3
West Midlands -54 5 £405 -14.10% 5
East of England -26 2 £540 +8.00% 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
1 110 (49.77%) Apache Spark
2 31 (14.03%) Apache Airflow
3 30 (13.57%) Apache
4 9 (4.07%) Confluence
5 6 (2.71%) JBoss
5 6 (2.71%) SAS
6 5 (2.26%) SharePoint
7 4 (1.81%) Jupyter
7 4 (1.81%) Microsoft Exchange
7 4 (1.81%) Palantir Foundry
8 3 (1.36%) CMS
9 2 (0.90%) Apache Pig
9 2 (0.90%) Apache Superset
10 1 (0.45%) Luigi
Business Applications
1 2 (0.90%) Endur
2 1 (0.45%) Oracle ERP
2 1 (0.45%) SAP ERP
Cloud Services
1 105 (47.51%) AWS
2 91 (41.18%) Azure
3 72 (32.58%) GCP
4 30 (13.57%) Snowflake
5 25 (11.31%) Amazon S3
6 22 (9.95%) Power Platform
7 21 (9.50%) GitHub
8 20 (9.05%) Azure DevOps
9 16 (7.24%) AWS Lambda
10 14 (6.33%) Amazon EMR
11 13 (5.88%) Serverless
12 12 (5.43%) Amazon ECS
12 12 (5.43%) dbt
12 12 (5.43%) GitHub Actions
13 10 (4.52%) OpenShift
14 8 (3.62%) Azure Data Factory
15 7 (3.17%) PaaS
15 7 (3.17%) Salesforce Service Cloud
16 6 (2.71%) Amazon EKS
16 6 (2.71%) Amazon EventBridge
Communications & Networking
1 6 (2.71%) Kerberos
2 3 (1.36%) Broadband
2 3 (1.36%) DHCP
2 3 (1.36%) DNS
2 3 (1.36%) Firewall
2 3 (1.36%) IPv4
2 3 (1.36%) IPv6
2 3 (1.36%) SMTP
2 3 (1.36%) VPN
Database & Business Intelligence
1 41 (18.55%) Data Warehouse
2 40 (18.10%) Hadoop
3 37 (16.74%) Data Lake
4 32 (14.48%) NoSQL
5 26 (11.76%) PostgreSQL
6 21 (9.50%) Power BI
7 18 (8.14%) Amazon Redshift
8 17 (7.69%) BigQuery
9 14 (6.33%) Apache Hive
10 12 (5.43%) Amazon RDS
10 12 (5.43%) MongoDB
10 12 (5.43%) Relational Database
11 11 (4.98%) SQL Server
12 10 (4.52%) Metadata
12 10 (4.52%) Tableau
13 9 (4.07%) Elasticsearch
14 8 (3.62%) Amazon Athena
15 7 (3.17%) HBase
15 7 (3.17%) Spark SQL
16 6 (2.71%) DynamoDB
Development Applications
1 26 (11.76%) Jenkins
2 25 (11.31%) Git
3 24 (10.86%) GitLab
4 14 (6.33%) JIRA
5 7 (3.17%) Selenium
6 4 (1.81%) PowerDesigner
7 3 (1.36%) JUnit
7 3 (1.36%) Robot Framework
8 2 (0.90%) JMeter
8 2 (0.90%) LoadRunner
8 2 (0.90%) MLflow
9 1 (0.45%) Claude Code
9 1 (0.45%) eggPlant
9 1 (0.45%) Gatling
9 1 (0.45%) TeamCity
General
1 70 (31.67%) Social Skills
2 54 (24.43%) Finance
3 53 (23.98%) Analytical Skills
4 25 (11.31%) Banking
5 12 (5.43%) Public Sector
6 7 (3.17%) Marketing
7 6 (2.71%) Documentation Skills
7 6 (2.71%) Inclusion and Diversity
8 5 (2.26%) Investment Banking
8 5 (2.26%) Legal
8 5 (2.26%) Telecoms
9 3 (1.36%) Aerospace
9 3 (1.36%) Retail
10 2 (0.90%) Influencing Skills
10 2 (0.90%) Local Government
10 2 (0.90%) Organisational Skills
11 1 (0.45%) Advertising
11 1 (0.45%) Agriculture
11 1 (0.45%) Manufacturing
11 1 (0.45%) Police
Job Titles
1 63 (28.51%) Data Engineer
2 40 (18.10%) Architect
3 35 (15.84%) Senior
4 22 (9.95%) Developer
5 15 (6.79%) Analyst
5 15 (6.79%) Solutions Architect
6 14 (6.33%) Data Architect
6 14 (6.33%) Lead
7 12 (5.43%) Big Data Engineer
8 10 (4.52%) Data Analyst
9 9 (4.07%) Senior Data Engineer
10 7 (3.17%) Artificial Intelligence Engineer
10 7 (3.17%) Azure Engineer
10 7 (3.17%) DevOps Engineer
10 7 (3.17%) Java Developer
10 7 (3.17%) Test Engineer
11 6 (2.71%) DBA
11 6 (2.71%) Linux Engineer
11 6 (2.71%) Product Manager
11 6 (2.71%) SQL DBA
Libraries, Frameworks & Software Standards
1 45 (20.36%) Kafka
2 33 (14.93%) Terraform
3 31 (14.03%) PySpark
4 19 (8.60%) REST
5 14 (6.33%) Spring
6 13 (5.88%) Spring Boot
7 12 (5.43%) Pandas
8 8 (3.62%) Apache NiFi
9 7 (3.17%) Elastic Stack
9 7 (3.17%) Middleware
9 7 (3.17%) NumPy
10 6 (2.71%) CSS
10 6 (2.71%) HTML
10 6 (2.71%) Play Framework
10 6 (2.71%) PyTorch
10 6 (2.71%) TensorFlow
11 5 (2.26%) Langfuse
11 5 (2.26%) Microsoft Graph
11 5 (2.26%) React
12 4 (1.81%) Node.js
Miscellaneous
1 36 (16.29%) Cloud Native
2 27 (12.22%) Distributed Systems
3 15 (6.79%) Clustering
4 13 (5.88%) Product Ownership
5 11 (4.98%) Virtual Team
6 9 (4.07%) Onboarding
7 6 (2.71%) Cyber Threat
7 6 (2.71%) Data Centre
7 6 (2.71%) Distributed Computing
8 5 (2.26%) Algorithms
8 5 (2.26%) Data Protection Act
8 5 (2.26%) Distributed Architecture
9 4 (1.81%) Data Structures
9 4 (1.81%) FMCG
10 3 (1.36%) AI Agents
10 3 (1.36%) Linux Command Line
10 3 (1.36%) Management Information System
10 3 (1.36%) PKI
10 3 (1.36%) Social Media
11 2 (0.90%) Analytical Mindset
Operating Systems
1 20 (9.05%) Linux
2 9 (4.07%) Unix
3 6 (2.71%) Red Hat Enterprise Linux
4 5 (2.26%) Windows
4 5 (2.26%) Windows Server
5 1 (0.45%) Windows Server 2003
Processes & Methodologies
1 106 (47.96%) Data Pipeline
2 94 (42.53%) Analytics
3 83 (37.56%) CI/CD
3 83 (37.56%) Data Engineering
4 80 (36.20%) Agile
5 72 (32.58%) ETL
6 65 (29.41%) AI
7 56 (25.34%) DevOps
8 50 (22.62%) Machine Learning
9 48 (21.72%) Problem-Solving
10 47 (21.27%) Data Modelling
11 44 (19.91%) Data Governance
12 43 (19.46%) Containerisation
13 40 (18.10%) Data Science
14 38 (17.19%) Scrum
14 38 (17.19%) Validation
15 33 (14.93%) Data Analysis
16 31 (14.03%) Test Automation
17 30 (13.57%) Cybersecurity
18 29 (13.12%) Microservices
Programming Languages
1 116 (52.49%) Python
2 99 (44.80%) SQL
3 53 (23.98%) Java
4 28 (12.67%) Scala
5 20 (9.05%) PowerShell
6 12 (5.43%) R
7 11 (4.98%) Bash
7 11 (4.98%) JavaScript
8 6 (2.71%) C#
9 3 (1.36%) Rust
9 3 (1.36%) SAS Macro
9 3 (1.36%) Shell Script
10 2 (0.90%) Go
10 2 (0.90%) Korn
10 2 (0.90%) Kusto Query Language
11 1 (0.45%) C
11 1 (0.45%) C++
11 1 (0.45%) MATLAB
11 1 (0.45%) PL/SQL
11 1 (0.45%) TypeScript
Qualifications
1 44 (19.91%) Security Cleared
2 31 (14.03%) SC Cleared
3 25 (11.31%) Degree
4 14 (6.33%) Computer Science Degree
5 11 (4.98%) Master's Degree
6 7 (3.17%) BPSS Clearance
6 7 (3.17%) DV Cleared
7 6 (2.71%) AWS Certification
7 6 (2.71%) Azure Certification
8 3 (1.36%) Microsoft Certification
8 3 (1.36%) PhD
9 2 (0.90%) (ISC)2 CCSP
9 2 (0.90%) AWS Certified Cloud Practitioner
9 2 (0.90%) Cisco Certification
9 2 (0.90%) CISSP
9 2 (0.90%) MCITP
9 2 (0.90%) MCTS
10 1 (0.45%) MBA
10 1 (0.45%) PMI Certification
10 1 (0.45%) PMP
Quality Assurance & Compliance
1 52 (23.53%) Data Quality
2 20 (9.05%) QA
3 10 (4.52%) GDPR
4 5 (2.26%) ISO/IEC 27001
4 5 (2.26%) NIST
5 3 (1.36%) SLA
6 2 (0.90%) Actionable Recommendations
6 2 (0.90%) PCI DSS
7 1 (0.45%) California Consumer Privacy Act
7 1 (0.45%) EMIR
7 1 (0.45%) IFRS
7 1 (0.45%) IFRS 9
7 1 (0.45%) MiFID
7 1 (0.45%) NCSC
System Software
1 46 (20.81%) Docker
2 9 (4.07%) VMware Infrastructure
3 7 (3.17%) Active Directory
4 4 (1.81%) HDFS
5 3 (1.36%) BitLocker
5 3 (1.36%) Hyper-V
5 3 (1.36%) Microsoft App-V
5 3 (1.36%) Terminal Services
5 3 (1.36%) VMware ESXi
6 2 (0.90%) Apache Flume
Systems Management
1 47 (21.27%) Kubernetes
2 13 (5.88%) Grafana
3 11 (4.98%) Puppet
4 10 (4.52%) Ansible
5 6 (2.71%) Kibana
5 6 (2.71%) Prometheus
5 6 (2.71%) Red Hat Satellite
6 5 (2.26%) Failover Clustering
7 3 (1.36%) Nagios
7 3 (1.36%) vCenter Server
7 3 (1.36%) vMotion
8 2 (0.90%) Control-M
9 1 (0.45%) HP ALM
9 1 (0.45%) Kubeflow
Vendors
1 48 (21.72%) Databricks
2 24 (10.86%) Microsoft
3 23 (10.41%) Google
4 12 (5.43%) Cloudera
4 12 (5.43%) Salesforce
5 11 (4.98%) Splunk
6 9 (4.07%) Oracle
6 9 (4.07%) VMware
7 7 (3.17%) Foundry
8 6 (2.71%) Cisco
8 6 (2.71%) IBM
8 6 (2.71%) Informatica
8 6 (2.71%) Red Hat
9 5 (2.26%) Amplitude
10 4 (1.81%) HP
10 4 (1.81%) Palantir
11 3 (1.36%) Citrix
11 3 (1.36%) Symantec
11 3 (1.36%) Teradata
12 2 (0.90%) OpenLink