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

6 months to
23 Jul 2026
Same period 2025 Same period 2024
Rank 408 231 199
Rank change year-on-year -177 -32 +29
Contract jobs citing Big Data 221 310 438
As % of all contract jobs in England 0.49% 1.13% 1.25%
As % of the Database & Business Intelligence category 3.21% 6.19% 6.90%
Number of daily rates quoted 143 222 322
10th Percentile £355 £405 £350
25th Percentile £440 £463 £450
Median daily rate (50th Percentile) £550 £550 £579
Median % change year-on-year - -5.01% -3.50%
75th Percentile £641 £673 £759
90th Percentile £738 £750 £850
UK median daily rate £550 £550 £563
% change year-on-year - -2.22% -6.25%
Number of hourly rates quoted 13 3 6
10th Percentile £61.30 £42.42 £18.20
25th Percentile £65.00 £47.61 £22.71
Median hourly rate £70.00 £57.50 £40.00
Median % change year-on-year +21.74% +43.75% -48.72%
75th Percentile £75.00 £79.38 £43.75
90th Percentile £87.00 £91.75 £46.25
UK median hourly rate £70.00 £57.50 £40.00
% change year-on-year +21.74% +43.75% -48.72%

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 6,879 5,006 6,345
As % of all contract IT jobs advertised in England 15.33% 18.31% 18.04%
Number of daily rates quoted 4,595 3,459 4,565
10th Percentile £355 £350 £350
25th Percentile £415 £413 £425
Median daily rate (50th Percentile) £500 £520 £530
Median % change year-on-year -3.85% -1.89% -3.64%
75th Percentile £601 £638 £675
90th Percentile £700 £765 £825
UK median daily rate £500 £510 £525
% change year-on-year -1.96% -2.86% -2.33%
Number of hourly rates quoted 220 84 102
10th Percentile £15.99 £18.89 £14.00
25th Percentile £25.20 £23.50 £20.00
Median hourly rate £39.50 £34.99 £39.25
Median % change year-on-year +12.89% -10.85% -28.64%
75th Percentile £70.00 £64.63 £55.00
90th Percentile £77.50 £77.50 £71.33
UK median hourly rate £41.36 £38.48 £38.00
% change year-on-year +7.48% +1.26% -30.91%

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 23 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 23 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 23 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 -104 133 £598 +2.75% 95
North of England -57 32 £550 +4.76% 8
South East -91 20 £525 -4.11% 16
Midlands -70 15 £414 -3.94% 4
Yorkshire -42 14 £550 -8.33% 2
North East -31 10 £510 +10.27% 1
East Midlands -20 9 £495 +20.73% 2
South West -35 9 £515 +14.44% 8
North West -45 8 £600 +14.29% 5
West Midlands -67 6 £410 -20.02% 2
East of England -40 3 £540 -1.82% 5
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
1 118 (53.39%) Apache Spark
2 35 (15.84%) Apache
2 35 (15.84%) Apache Airflow
3 6 (2.71%) Confluence
3 6 (2.71%) SAS
4 5 (2.26%) SharePoint
5 4 (1.81%) Jupyter
5 4 (1.81%) Microsoft Exchange
6 3 (1.36%) CMS
7 2 (0.90%) Apache Pig
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
1 118 (53.39%) AWS
2 90 (40.72%) Azure
3 76 (34.39%) GCP
4 34 (15.38%) Snowflake
5 26 (11.76%) Amazon S3
6 24 (10.86%) Power Platform
7 21 (9.50%) GitHub
8 17 (7.69%) AWS Lambda
9 15 (6.79%) Serverless
10 14 (6.33%) Amazon EMR
10 14 (6.33%) Azure DevOps
11 13 (5.88%) dbt
11 13 (5.88%) GitHub Actions
12 12 (5.43%) Amazon ECS
12 12 (5.43%) OpenShift
13 9 (4.07%) Azure Data Factory
14 7 (3.17%) Salesforce Service Cloud
15 6 (2.71%) Amazon Bedrock
15 6 (2.71%) Amazon EKS
15 6 (2.71%) Amazon EventBridge
Communications & Networking
1 3 (1.36%) Broadband
1 3 (1.36%) DHCP
1 3 (1.36%) DNS
1 3 (1.36%) Firewall
1 3 (1.36%) IPv4
1 3 (1.36%) IPv6
1 3 (1.36%) SMTP
1 3 (1.36%) VPN
Database & Business Intelligence
1 46 (20.81%) Data Warehouse
2 44 (19.91%) Hadoop
3 40 (18.10%) NoSQL
4 39 (17.65%) Data Lake
5 30 (13.57%) PostgreSQL
6 21 (9.50%) Power BI
7 17 (7.69%) Amazon Redshift
8 16 (7.24%) BigQuery
8 16 (7.24%) Relational Database
9 15 (6.79%) SQL Server
10 13 (5.88%) MongoDB
11 12 (5.43%) Amazon RDS
12 10 (4.52%) Apache Hive
12 10 (4.52%) Metadata
12 10 (4.52%) Tableau
13 9 (4.07%) Elasticsearch
14 8 (3.62%) Amazon Athena
14 8 (3.62%) Data Vault
14 8 (3.62%) DynamoDB
14 8 (3.62%) Spark SQL
Development Applications
1 26 (11.76%) Git
2 25 (11.31%) Jenkins
3 19 (8.60%) GitLab
4 11 (4.98%) JIRA
5 8 (3.62%) Selenium
6 5 (2.26%) PowerDesigner
7 4 (1.81%) Robot Framework
8 3 (1.36%) JUnit
9 2 (0.90%) MLflow
10 1 (0.45%) Claude Code
10 1 (0.45%) ERwin
10 1 (0.45%) Postman
General
1 69 (31.22%) Social Skills
2 60 (27.15%) Finance
3 50 (22.62%) Analytical Skills
4 31 (14.03%) Banking
5 11 (4.98%) Public Sector
6 7 (3.17%) Documentation Skills
7 6 (2.71%) Inclusion and Diversity
7 6 (2.71%) Investment Banking
8 5 (2.26%) Legal
8 5 (2.26%) Marketing
8 5 (2.26%) Telecoms
9 4 (1.81%) 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%) Front Office
11 1 (0.45%) Police
11 1 (0.45%) Presentation Skills
Job Titles
1 60 (27.15%) Data Engineer
2 44 (19.91%) Architect
3 34 (15.38%) Senior
4 27 (12.22%) Developer
5 17 (7.69%) Data Architect
6 15 (6.79%) Solutions Architect
7 14 (6.33%) Analyst
7 14 (6.33%) Lead
8 11 (4.98%) Big Data Engineer
9 10 (4.52%) Senior Data Engineer
10 9 (4.07%) Data Analyst
11 8 (3.62%) Artificial Intelligence Engineer
11 8 (3.62%) Java Developer
12 7 (3.17%) Data Scientist
13 6 (2.71%) DBA
13 6 (2.71%) Java Engineer
13 6 (2.71%) Platform Engineer
13 6 (2.71%) Senior Developer
13 6 (2.71%) Software Developer
13 6 (2.71%) Test Engineer
Libraries, Frameworks & Software Standards
1 51 (23.08%) Kafka
2 30 (13.57%) PySpark
3 20 (9.05%) REST
4 17 (7.69%) Spring
5 15 (6.79%) Spring Boot
6 9 (4.07%) Pandas
6 9 (4.07%) PyTorch
6 9 (4.07%) TensorFlow
7 8 (3.62%) Apache NiFi
7 8 (3.62%) React
8 7 (3.17%) CSS
8 7 (3.17%) HTML
9 6 (2.71%) Play Framework
10 5 (2.26%) Elastic Stack
10 5 (2.26%) Langfuse
10 5 (2.26%) Microsoft Graph
10 5 (2.26%) Middleware
10 5 (2.26%) Node.js
10 5 (2.26%) NumPy
11 4 (1.81%) LangChain
Miscellaneous
1 36 (16.29%) Cloud Native
2 26 (11.76%) Distributed Systems
3 14 (6.33%) Product Ownership
4 11 (4.98%) Virtual Team
5 9 (4.07%) Clustering
6 8 (3.62%) Algorithms
6 8 (3.62%) Distributed Computing
7 6 (2.71%) Cyber Threat
7 6 (2.71%) Data Centre
8 5 (2.26%) Data Protection Act
8 5 (2.26%) Distributed Architecture
9 4 (1.81%) AI Agents
9 4 (1.81%) Data Structures
9 4 (1.81%) FMCG
10 3 (1.36%) Foreign Exchange (FX)
10 3 (1.36%) Management Information System
10 3 (1.36%) Onboarding
10 3 (1.36%) PKI
10 3 (1.36%) Social Media
11 2 (0.90%) Legacy Systems
Operating Systems
1 14 (6.33%) Linux
2 11 (4.98%) Unix
3 5 (2.26%) Windows
3 5 (2.26%) Windows Server
4 1 (0.45%) Windows Server 2003
Processes & Methodologies
1 108 (48.87%) Data Pipeline
2 100 (45.25%) Analytics
3 91 (41.18%) Agile
4 88 (39.82%) CI/CD
5 84 (38.01%) Data Engineering
6 73 (33.03%) ETL
7 63 (28.51%) AI
8 59 (26.70%) DevOps
9 57 (25.79%) Machine Learning
10 54 (24.43%) Data Modelling
11 51 (23.08%) Problem-Solving
12 48 (21.72%) Data Science
13 47 (21.27%) Data Governance
14 42 (19.00%) Containerisation
15 41 (18.55%) Scrum
16 38 (17.19%) Validation
17 33 (14.93%) Microservices
18 30 (13.57%) Decision-Making
19 29 (13.12%) Data Analysis
19 29 (13.12%) Software Engineering
Programming Languages
1 119 (53.85%) Python
2 103 (46.61%) SQL
3 53 (23.98%) Java
4 30 (13.57%) Scala
5 14 (6.33%) R
6 11 (4.98%) PowerShell
7 10 (4.52%) Bash
8 9 (4.07%) JavaScript
9 5 (2.26%) SAS Macro
10 3 (1.36%) C#
10 3 (1.36%) Rust
10 3 (1.36%) TypeScript
11 2 (0.90%) Go
11 2 (0.90%) Shell Script
12 1 (0.45%) C
12 1 (0.45%) C++
12 1 (0.45%) Data Analysis Expressions
12 1 (0.45%) Korn
12 1 (0.45%) MATLAB
12 1 (0.45%) Perl
Qualifications
1 40 (18.10%) Security Cleared
2 28 (12.67%) Degree
3 27 (12.22%) SC Cleared
4 15 (6.79%) Master's Degree
5 14 (6.33%) Computer Science Degree
6 7 (3.17%) DV Cleared
7 6 (2.71%) BPSS Clearance
8 5 (2.26%) Azure Certification
9 4 (1.81%) AWS Certification
10 3 (1.36%) Microsoft Certification
10 3 (1.36%) 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 55 (24.89%) Data Quality
2 22 (9.95%) QA
3 12 (5.43%) GDPR
4 5 (2.26%) ISO/IEC 27001
4 5 (2.26%) NIST
5 3 (1.36%) 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 48 (21.72%) Docker
2 6 (2.71%) Active Directory
2 6 (2.71%) HDFS
3 3 (1.36%) BitLocker
3 3 (1.36%) Hyper-V
3 3 (1.36%) Microsoft App-V
3 3 (1.36%) Terminal Services
3 3 (1.36%) VMware ESXi
3 3 (1.36%) VMware Infrastructure
4 2 (0.90%) Apache Flume
Systems Management
1 48 (21.72%) Kubernetes
2 29 (13.12%) Terraform
3 12 (5.43%) Grafana
4 10 (4.52%) Ansible
5 7 (3.17%) Prometheus
6 6 (2.71%) Kibana
7 5 (2.26%) Puppet
8 3 (1.36%) Nagios
8 3 (1.36%) vCenter Server
8 3 (1.36%) vMotion
9 1 (0.45%) Control-M
9 1 (0.45%) HP ALM
9 1 (0.45%) Kubeflow
Vendors
1 45 (20.36%) Databricks
2 25 (11.31%) Microsoft
3 20 (9.05%) Google
4 12 (5.43%) Salesforce
5 9 (4.07%) Splunk
6 8 (3.62%) Oracle
7 6 (2.71%) Cloudera
8 5 (2.26%) Amplitude
8 5 (2.26%) IBM
8 5 (2.26%) Informatica
9 4 (1.81%) Ab Initio
9 4 (1.81%) Foundry
9 4 (1.81%) HP
9 4 (1.81%) OpenAI
9 4 (1.81%) Talend
9 4 (1.81%) Teradata
10 3 (1.36%) Citrix
10 3 (1.36%) Symantec
10 3 (1.36%) VMware
11 2 (0.90%) OpenLink