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 19 March 2026, with comparisons to the same periods in the previous two years.

6 months to
19 Mar 2026
Same period 2025 Same period 2024
Rank 364 225 244
Rank change year-on-year -139 +19 -60
Contract jobs citing Big Data 217 283 370
As % of all contract jobs in England 0.59% 1.16% 0.98%
As % of the Database & Business Intelligence category 3.66% 6.06% 5.99%
Number of daily rates quoted 158 187 274
10th Percentile £314 £375 £388
25th Percentile £400 £456 £464
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - -8.33%
75th Percentile £650 £676 £725
90th Percentile £804 £763 £800
UK median daily rate £525 £539 £550
% change year-on-year -2.55% -2.05% -8.33%
Number of hourly rates quoted 9 2 22
10th Percentile - £51.75 £18.88
25th Percentile £65.00 £52.50 £26.62
Median hourly rate £70.00 £55.00 £45.00
Median % change year-on-year +27.27% +22.22% -29.69%
75th Percentile £75.00 £57.50 £47.50
90th Percentile £90.00 £58.25 £51.33
UK median hourly rate £70.00 £55.00 £45.00
% change year-on-year +27.27% +22.22% -29.69%

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 5,933 4,673 6,179
As % of all contract IT jobs advertised in England 16.03% 19.10% 16.34%
Number of daily rates quoted 4,117 3,269 4,434
10th Percentile £350 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £528 £525
Median % change year-on-year -5.21% +0.48% -4.55%
75th Percentile £600 £663 £662
90th Percentile £700 £775 £763
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 120 89 155
10th Percentile £18.23 £20.53 £14.14
25th Percentile £27.06 £24.25 £20.77
Median hourly rate £50.50 £32.81 £40.25
Median % change year-on-year +53.92% -18.48% -30.00%
75th Percentile £75.00 £64.50 £55.19
90th Percentile £85.33 £70.00 £75.92
UK median hourly rate £51.00 £31.64 £40.25
% change year-on-year +61.19% -21.39% -29.32%

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 19 March 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 19 March 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 19 March 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 -61 142 £550 +4.76% 49
South East -64 24 £475 -5.00% 18
North of England -75 19 £500 -23.08% 22
North West -28 12 £554 -17.96% 16
Midlands -73 11 £425 -12.82% 3
South West -23 8 £525 -21.35% 3
East Midlands -40 7 £395 +0.64% 2
North East -11 5 £500 +8.11% 3
West Midlands -59 4 £545 +3.47% 1
Yorkshire -62 2 - - 3
East of England -32 1 - - 10
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
1 104 (47.93%) Apache Spark
2 31 (14.29%) Apache
3 21 (9.68%) Apache Airflow
4 13 (5.99%) Confluence
5 6 (2.76%) Palantir Foundry
6 4 (1.84%) SharePoint
7 3 (1.38%) Microsoft Exchange
7 3 (1.38%) SAS
8 2 (0.92%) Jupyter
9 1 (0.46%) Camunda
Business Applications
1 2 (0.92%) Salesforce CRM
Cloud Services
1 107 (49.31%) AWS
2 81 (37.33%) Azure
3 62 (28.57%) GCP
4 23 (10.60%) GitHub
4 23 (10.60%) Snowflake
5 22 (10.14%) Power Platform
6 21 (9.68%) Serverless
7 16 (7.37%) GitHub Actions
8 15 (6.91%) Amazon S3
9 13 (5.99%) AWS Lambda
10 9 (4.15%) Azure Data Factory
10 9 (4.15%) dbt
11 7 (3.23%) Amazon CloudWatch
11 7 (3.23%) Azure DevOps
12 5 (2.30%) Amazon EKS
12 5 (2.30%) Amazon EMR
12 5 (2.30%) AWS CloudFormation
12 5 (2.30%) Microsoft Copilot
12 5 (2.30%) OpenShift
13 4 (1.84%) Amazon ECS
Communications & Networking
1 3 (1.38%) IPv4
1 3 (1.38%) IPv6
1 3 (1.38%) Kerberos
1 3 (1.38%) VPN
2 1 (0.46%) TCP/IP
Database & Business Intelligence
1 70 (32.26%) Hadoop
2 52 (23.96%) Data Warehouse
3 38 (17.51%) NoSQL
4 27 (12.44%) Relational Database
5 25 (11.52%) Data Lake
6 23 (10.60%) SQL Server
7 18 (8.29%) PostgreSQL
7 18 (8.29%) Power BI
8 16 (7.37%) Metadata
9 13 (5.99%) Apache Hive
10 12 (5.53%) Elasticsearch
10 12 (5.53%) RDBMS
11 11 (5.07%) Tableau
12 10 (4.61%) Amazon Redshift
12 10 (4.61%) BigQuery
12 10 (4.61%) Impala
13 7 (3.23%) Data Vault
13 7 (3.23%) Delta Lake
13 7 (3.23%) HBase
13 7 (3.23%) Star Schema
Development Applications
1 21 (9.68%) Jenkins
2 20 (9.22%) Git
3 18 (8.29%) GitLab
4 17 (7.83%) JIRA
5 4 (1.84%) Postman
5 4 (1.84%) PowerDesigner
5 4 (1.84%) Robot Framework
5 4 (1.84%) Selenium
6 3 (1.38%) ERwin
7 2 (0.92%) MLflow
7 2 (0.92%) Team Foundation Server
8 1 (0.46%) Artifactory
8 1 (0.46%) Cypress.io
8 1 (0.46%) ER Studio
8 1 (0.46%) JMeter
8 1 (0.46%) JUnit
8 1 (0.46%) NUnit
8 1 (0.46%) Poetry
8 1 (0.46%) Visual Studio
8 1 (0.46%) Visual Studio Coded UI
General
1 86 (39.63%) Social Skills
2 71 (32.72%) Finance
3 39 (17.97%) Analytical Skills
4 30 (13.82%) Banking
5 10 (4.61%) Public Sector
6 5 (2.30%) Investment Banking
6 5 (2.30%) Telecoms
7 3 (1.38%) Inclusion and Diversity
7 3 (1.38%) Legal
8 2 (0.92%) Front Office
8 2 (0.92%) Manufacturing
8 2 (0.92%) Organisational Skills
8 2 (0.92%) Presentation Skills
9 1 (0.46%) Corporate Banking
9 1 (0.46%) Financial Institution
9 1 (0.46%) Influencing Skills
9 1 (0.46%) Marketing
9 1 (0.46%) Military
9 1 (0.46%) Retail
9 1 (0.46%) Retail Banking
Job Titles
1 58 (26.73%) Data Engineer
2 31 (14.29%) Senior
3 28 (12.90%) Lead
4 27 (12.44%) Architect
5 24 (11.06%) Developer
6 16 (7.37%) Data Architect
6 16 (7.37%) Data Scientist
7 14 (6.45%) Analyst
8 10 (4.61%) Data Analyst
9 8 (3.69%) Senior Data Engineer
10 7 (3.23%) Java Engineer
10 7 (3.23%) Machine Learning Engineer
10 7 (3.23%) Platform Engineer
11 6 (2.76%) AWS Engineer
11 6 (2.76%) Azure Data Engineer
11 6 (2.76%) Azure Engineer
11 6 (2.76%) Java Developer
11 6 (2.76%) Lead Data Engineer
11 6 (2.76%) Software Engineer
11 6 (2.76%) Solutions Architect
Libraries, Frameworks & Software Standards
1 47 (21.66%) Kafka
2 26 (11.98%) PySpark
3 15 (6.91%) scikit-learn
4 14 (6.45%) TensorFlow
5 12 (5.53%) Pandas
6 11 (5.07%) Apache NiFi
6 11 (5.07%) PyTorch
7 10 (4.61%) Spring
8 9 (4.15%) NumPy
8 9 (4.15%) Spring Boot
9 8 (3.69%) React
10 7 (3.23%) HTML
10 7 (3.23%) REST
10 7 (3.23%) Spark Streaming
11 6 (2.76%) JSON
11 6 (2.76%) RabbitMQ
12 5 (2.30%) Elastic Stack
12 5 (2.30%) pytest
12 5 (2.30%) XGBoost
12 5 (2.30%) YAML
Miscellaneous
1 20 (9.22%) Cloud Native
2 16 (7.37%) Distributed Computing
3 12 (5.53%) Algorithms
4 8 (3.69%) Distributed Systems
5 7 (3.23%) Data Structures
6 4 (1.84%) Derivative
6 4 (1.84%) Foreign Exchange (FX)
6 4 (1.84%) Management Information System
6 4 (1.84%) Product Ownership
7 3 (1.38%) AI Agents
7 3 (1.38%) Analytical Mindset
7 3 (1.38%) Clustering
7 3 (1.38%) Data Centre
7 3 (1.38%) Hybrid Cloud
8 2 (0.92%) Data Protection Act
8 2 (0.92%) Educational Technology
8 2 (0.92%) FMCG
8 2 (0.92%) IoT
8 2 (0.92%) Onboarding
8 2 (0.92%) Reference Data
Operating Systems
1 12 (5.53%) Linux
2 9 (4.15%) Unix
3 3 (1.38%) Windows
4 2 (0.92%) Windows Server
Processes & Methodologies
1 89 (41.01%) Analytics
2 80 (36.87%) CI/CD
3 78 (35.94%) Data Engineering
3 78 (35.94%) Data Pipeline
4 74 (34.10%) ETL
5 72 (33.18%) Agile
6 67 (30.88%) Data Modelling
7 63 (29.03%) Data Governance
8 55 (25.35%) Problem-Solving
9 52 (23.96%) AI
9 52 (23.96%) Machine Learning
10 48 (22.12%) DevOps
11 45 (20.74%) Data Science
12 31 (14.29%) Software Engineering
12 31 (14.29%) Visualisation
13 30 (13.82%) Computer Science
13 30 (13.82%) Containerisation
14 29 (13.36%) Business Intelligence
15 28 (12.90%) Decision-Making
16 23 (10.60%) Performance Tuning
Programming Languages
1 126 (58.06%) Python
2 119 (54.84%) SQL
3 43 (19.82%) Java
4 27 (12.44%) Scala
5 23 (10.60%) R
6 11 (5.07%) JavaScript
7 9 (4.15%) Bash
8 8 (3.69%) C#
8 8 (3.69%) C++
9 6 (2.76%) Shell Script
10 3 (1.38%) PowerShell
10 3 (1.38%) SAS Macro
10 3 (1.38%) TypeScript
11 2 (0.92%) Ada
11 2 (0.92%) Perl
11 2 (0.92%) T-SQL
12 1 (0.46%) Go
12 1 (0.46%) PL/SQL
12 1 (0.46%) Rust
Qualifications
1 48 (22.12%) Security Cleared
2 34 (15.67%) SC Cleared
3 31 (14.29%) Degree
4 20 (9.22%) Computer Science Degree
5 18 (8.29%) Master's Degree
6 14 (6.45%) DV Cleared
7 5 (2.30%) AWS Certification
8 4 (1.84%) Azure Certification
9 3 (1.38%) BPSS Clearance
9 3 (1.38%) PhD
10 2 (0.92%) MCITP
10 2 (0.92%) MCTS
10 2 (0.92%) Microsoft Certification
10 2 (0.92%) TOGAF Certification
11 1 (0.46%) (ISC)2 CCSP
11 1 (0.46%) CISSP
11 1 (0.46%) HP APS
11 1 (0.46%) ISTQB
11 1 (0.46%) OCP
11 1 (0.46%) Oracle Certification
Quality Assurance & Compliance
1 52 (23.96%) Data Quality
2 17 (7.83%) GDPR
3 11 (5.07%) QA
4 4 (1.84%) ISO/IEC 27001
4 4 (1.84%) NIST
5 3 (1.38%) California Consumer Privacy Act
5 3 (1.38%) PCI DSS
5 3 (1.38%) Sarbanes-Oxley
6 2 (0.92%) Accessibility
6 2 (0.92%) Actionable Recommendations
7 1 (0.46%) HIPAA
7 1 (0.46%) IFRS
7 1 (0.46%) IFRS 17
7 1 (0.46%) ISO 13485
7 1 (0.46%) Solvency II
System Software
1 42 (19.35%) Docker
2 10 (4.61%) HDFS
3 2 (0.92%) Active Directory
Systems Management
1 46 (21.20%) Kubernetes
2 17 (7.83%) Terraform
3 10 (4.61%) Grafana
4 9 (4.15%) Prometheus
5 3 (1.38%) Ansible
5 3 (1.38%) Argo
5 3 (1.38%) Nagios
5 3 (1.38%) Rancher
6 2 (0.92%) Kibana
7 1 (0.46%) HP ALM
7 1 (0.46%) logstash
7 1 (0.46%) Tivoli
Vendors
1 37 (17.05%) Databricks
2 19 (8.76%) Google
3 17 (7.83%) Microsoft
4 9 (4.15%) Cloudera
5 8 (3.69%) Foundry
6 6 (2.76%) Ab Initio
6 6 (2.76%) Informatica
6 6 (2.76%) Palantir
7 5 (2.30%) IBM
7 5 (2.30%) OpenAI
8 4 (1.84%) Oracle
9 3 (1.38%) Teradata
10 2 (0.92%) Salesforce
10 2 (0.92%) Sybase
10 2 (0.92%) Talend
11 1 (0.46%) Atlassian
11 1 (0.46%) Cisco
11 1 (0.46%) Guidewire
11 1 (0.46%) HP
11 1 (0.46%) Splunk