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 30 April 2026, with comparisons to the same periods in the previous two years.

6 months to
30 Apr 2026
Same period 2025 Same period 2024
Rank 376 216 241
Rank change year-on-year -160 +25 -38
Contract jobs citing Big Data 218 297 352
As % of all contract jobs in England 0.54% 1.22% 0.95%
As % of the Database & Business Intelligence category 3.49% 6.42% 5.66%
Number of daily rates quoted 151 208 266
10th Percentile £322 £406 £375
25th Percentile £406 £465 £463
Median daily rate (50th Percentile) £550 £575 £584
Median % change year-on-year -4.35% -1.54% -2.67%
75th Percentile £645 £675 £763
90th Percentile £813 £750 £850
UK median daily rate £539 £570 £579
% change year-on-year -5.48% -1.55% -3.50%
Number of hourly rates quoted 11 3 12
10th Percentile - £52.25 £18.20
25th Percentile £65.00 £53.75 £23.30
Median hourly rate £70.00 £57.50 £35.25
Median % change year-on-year +21.74% +63.12% -51.71%
75th Percentile £75.00 £79.38 £44.69
90th Percentile £90.00 £91.75 £52.00
UK median hourly rate £70.00 £57.50 £35.25
% change year-on-year +21.74% +63.12% -51.71%

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 6,255 4,623 6,216
As % of all contract IT jobs advertised in England 15.51% 19.00% 16.70%
Number of daily rates quoted 4,330 3,252 4,460
10th Percentile £350 £360 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £525 £530
Median % change year-on-year -4.76% -0.94% -3.64%
75th Percentile £600 £656 £675
90th Percentile £700 £775 £781
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -2.78%
Number of hourly rates quoted 172 92 131
10th Percentile £16.70 £19.41 £14.00
25th Percentile £27.09 £23.50 £20.98
Median hourly rate £48.13 £32.43 £40.00
Median % change year-on-year +48.41% -18.93% -31.09%
75th Percentile £74.00 £65.00 £56.74
90th Percentile £82.25 £70.00 £72.50
UK median hourly rate £50.00 £33.11 £40.00
% change year-on-year +51.01% -17.23% -33.33%

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 30 April 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 30 April 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 30 April 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 -68 144 £550 -4.35% 42
South East -74 23 £513 -5.96% 12
North of England -78 19 £550 -8.33% 19
Midlands -76 14 £450 -10.00% 8
East Midlands -29 11 £428 +8.92% 2
North East -12 8 £525 +13.51% 7
North West -44 7 £358 -40.33% 10
South West -34 5 £575 -10.68% 7
Yorkshire -58 4 £588 -2.08% 2
East of England -51 3 £540 -16.92% 3
West Midlands -65 3 £640 +24.90% 6
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
1 120 (55.05%) Apache Spark
2 30 (13.76%) Apache
3 29 (13.30%) Apache Airflow
4 9 (4.13%) Confluence
5 5 (2.29%) SAS
6 4 (1.83%) SharePoint
7 3 (1.38%) Microsoft Exchange
7 3 (1.38%) Palantir Foundry
8 1 (0.46%) Apache Pig
8 1 (0.46%) Camunda
8 1 (0.46%) Jupyter
Cloud Services
1 111 (50.92%) AWS
2 91 (41.74%) Azure
3 71 (32.57%) GCP
4 26 (11.93%) GitHub
5 25 (11.47%) Amazon S3
5 25 (11.47%) Serverless
6 24 (11.01%) AWS Lambda
7 22 (10.09%) Snowflake
8 18 (8.26%) Power Platform
9 17 (7.80%) GitHub Actions
10 13 (5.96%) Amazon EMR
11 12 (5.50%) Azure DevOps
12 11 (5.05%) Azure Data Factory
12 11 (5.05%) dbt
13 10 (4.59%) OpenShift
14 7 (3.21%) Amazon ECS
14 7 (3.21%) AWS CloudFormation
15 6 (2.75%) Amazon CloudWatch
16 4 (1.83%) Amazon EC2
16 4 (1.83%) Azure Cosmos DB
Communications & Networking
1 3 (1.38%) IPv4
1 3 (1.38%) IPv6
1 3 (1.38%) Kerberos
1 3 (1.38%) VPN
Database & Business Intelligence
1 62 (28.44%) Hadoop
2 50 (22.94%) Data Warehouse
3 42 (19.27%) NoSQL
4 28 (12.84%) PostgreSQL
5 26 (11.93%) Data Lake
6 18 (8.26%) Relational Database
7 14 (6.42%) Amazon Redshift
7 14 (6.42%) SQL Server
8 13 (5.96%) MongoDB
8 13 (5.96%) Power BI
9 12 (5.50%) Metadata
10 10 (4.59%) Apache Hive
10 10 (4.59%) BigQuery
11 9 (4.13%) Tableau
12 8 (3.67%) Delta Lake
12 8 (3.67%) DynamoDB
13 7 (3.21%) Data Vault
13 7 (3.21%) Star Schema
14 6 (2.75%) Elasticsearch
14 6 (2.75%) Impala
Development Applications
1 26 (11.93%) Jenkins
2 18 (8.26%) Git
2 18 (8.26%) GitLab
3 15 (6.88%) JIRA
4 8 (3.67%) Selenium
5 7 (3.21%) Robot Framework
6 4 (1.83%) Postman
6 4 (1.83%) PowerDesigner
7 2 (0.92%) MLflow
7 2 (0.92%) Team Foundation Server
8 1 (0.46%) ERwin
8 1 (0.46%) NUnit
8 1 (0.46%) Poetry
8 1 (0.46%) SpecFlow
8 1 (0.46%) Visual Studio
8 1 (0.46%) Visual Studio Coded UI
General
1 77 (35.32%) Social Skills
2 73 (33.49%) Finance
3 42 (19.27%) Analytical Skills
4 25 (11.47%) Banking
5 13 (5.96%) Public Sector
6 6 (2.75%) Documentation Skills
6 6 (2.75%) Investment Banking
6 6 (2.75%) Telecoms
7 5 (2.29%) Inclusion and Diversity
7 5 (2.29%) Marketing
8 4 (1.83%) Legal
9 3 (1.38%) Retail
10 2 (0.92%) Aerospace
10 2 (0.92%) Influencing Skills
10 2 (0.92%) Local Government
10 2 (0.92%) Organisational Skills
10 2 (0.92%) Presentation Skills
11 1 (0.46%) Agriculture
11 1 (0.46%) Front Office
11 1 (0.46%) Manufacturing
Job Titles
1 62 (28.44%) Data Engineer
2 30 (13.76%) Developer
3 29 (13.30%) Architect
4 28 (12.84%) Senior
5 23 (10.55%) Lead
6 18 (8.26%) Analyst
7 13 (5.96%) Data Scientist
8 11 (5.05%) Data Analyst
8 11 (5.05%) Data Architect
9 9 (4.13%) Senior Data Engineer
9 9 (4.13%) Solutions Architect
10 8 (3.67%) Java Developer
11 7 (3.21%) Azure Engineer
11 7 (3.21%) Java Engineer
12 6 (2.75%) AWS Engineer
12 6 (2.75%) Business Analyst
12 6 (2.75%) DBA
12 6 (2.75%) Machine Learning Engineer
12 6 (2.75%) Platform Engineer
12 6 (2.75%) SQL DBA
Libraries, Frameworks & Software Standards
1 46 (21.10%) Kafka
2 26 (11.93%) PySpark
3 16 (7.34%) Spring
4 15 (6.88%) TensorFlow
5 14 (6.42%) Pandas
5 14 (6.42%) Spring Boot
6 12 (5.50%) PyTorch
6 12 (5.50%) scikit-learn
7 11 (5.05%) HTML
7 11 (5.05%) REST
8 9 (4.13%) CSS
9 8 (3.67%) NumPy
10 7 (3.21%) React
11 6 (2.75%) Apache NiFi
11 6 (2.75%) Play Framework
12 5 (2.29%) JSON
12 5 (2.29%) Keras
12 5 (2.29%) Node.js
12 5 (2.29%) pytest
12 5 (2.29%) Spark Streaming
Miscellaneous
1 21 (9.63%) Cloud Native
2 12 (5.50%) Distributed Systems
2 12 (5.50%) Product Ownership
3 11 (5.05%) Distributed Computing
4 9 (4.13%) Algorithms
5 5 (2.29%) FMCG
6 4 (1.83%) Foreign Exchange (FX)
6 4 (1.83%) Management Information System
7 3 (1.38%) AI Agents
7 3 (1.38%) Analytical Mindset
7 3 (1.38%) Clustering
7 3 (1.38%) Cyber Threat
7 3 (1.38%) Data Centre
7 3 (1.38%) Hybrid Cloud
8 2 (0.92%) Data Protection Act
8 2 (0.92%) Data Structures
8 2 (0.92%) Derivative
8 2 (0.92%) Educational Technology
8 2 (0.92%) IoT
8 2 (0.92%) Virtual Team
Operating Systems
1 15 (6.88%) Unix
2 13 (5.96%) Linux
3 2 (0.92%) Windows
3 2 (0.92%) Windows Server
Processes & Methodologies
1 94 (43.12%) CI/CD
2 93 (42.66%) Analytics
3 89 (40.83%) Data Pipeline
4 84 (38.53%) Agile
5 81 (37.16%) Data Engineering
6 76 (34.86%) ETL
7 59 (27.06%) DevOps
8 54 (24.77%) Data Governance
8 54 (24.77%) Machine Learning
9 53 (24.31%) Data Modelling
10 50 (22.94%) Problem-Solving
11 49 (22.48%) AI
12 47 (21.56%) Data Science
13 37 (16.97%) Scrum
14 30 (13.76%) Containerisation
15 27 (12.39%) Computer Science
15 27 (12.39%) Decision-Making
15 27 (12.39%) Software Engineering
15 27 (12.39%) Validation
16 25 (11.47%) Visualisation
Programming Languages
1 118 (54.13%) Python
2 111 (50.92%) SQL
3 50 (22.94%) Java
4 32 (14.68%) Scala
5 24 (11.01%) R
6 14 (6.42%) JavaScript
7 8 (3.67%) Bash
8 5 (2.29%) C#
8 5 (2.29%) SAS Macro
9 4 (1.83%) C++
9 4 (1.83%) PowerShell
9 4 (1.83%) Shell Script
10 3 (1.38%) Rust
10 3 (1.38%) TypeScript
11 2 (0.92%) Ada
12 1 (0.46%) Perl
12 1 (0.46%) PL/SQL
12 1 (0.46%) T-SQL
Qualifications
1 50 (22.94%) Security Cleared
2 36 (16.51%) SC Cleared
3 28 (12.84%) Degree
4 20 (9.17%) Computer Science Degree
5 16 (7.34%) Master's Degree
6 9 (4.13%) DV Cleared
7 7 (3.21%) BPSS Clearance
8 6 (2.75%) Azure Certification
9 3 (1.38%) Microsoft Certification
9 3 (1.38%) PhD
10 2 (0.92%) (ISC)2 CCSP
10 2 (0.92%) AWS Certification
10 2 (0.92%) Cisco Certification
10 2 (0.92%) CISSP
10 2 (0.92%) MCITP
10 2 (0.92%) MCTS
10 2 (0.92%) TOGAF Certification
11 1 (0.46%) HP APS
11 1 (0.46%) ISTQB
Quality Assurance & Compliance
1 51 (23.39%) Data Quality
2 15 (6.88%) QA
3 13 (5.96%) GDPR
4 5 (2.29%) ISO/IEC 27001
4 5 (2.29%) NIST
5 4 (1.83%) PCI DSS
6 3 (1.38%) Sarbanes-Oxley
7 2 (0.92%) Actionable Recommendations
8 1 (0.46%) HIPAA
8 1 (0.46%) ISO 13485
System Software
1 44 (20.18%) Docker
2 9 (4.13%) HDFS
3 3 (1.38%) Active Directory
4 1 (0.46%) Apache Flume
Systems Management
1 47 (21.56%) Kubernetes
2 30 (13.76%) Terraform
3 15 (6.88%) Grafana
4 9 (4.13%) Prometheus
5 6 (2.75%) Ansible
5 6 (2.75%) Kibana
6 3 (1.38%) Argo
6 3 (1.38%) Nagios
6 3 (1.38%) Rancher
7 2 (0.92%) HP ALM
8 1 (0.46%) Control-M
8 1 (0.46%) Kubeflow
8 1 (0.46%) Tivoli
Vendors
1 46 (21.10%) Databricks
2 19 (8.72%) Microsoft
3 12 (5.50%) Google
4 8 (3.67%) Ab Initio
5 6 (2.75%) Cloudera
5 6 (2.75%) IBM
5 6 (2.75%) Informatica
5 6 (2.75%) Salesforce
5 6 (2.75%) Splunk
6 5 (2.29%) Foundry
6 5 (2.29%) OpenAI
6 5 (2.29%) Teradata
7 3 (1.38%) Oracle
7 3 (1.38%) Palantir
8 2 (0.92%) HP
8 2 (0.92%) Salesforce Marketing Cloud
8 2 (0.92%) Talend
9 1 (0.46%) Cisco
9 1 (0.46%) Guidewire
9 1 (0.46%) Sybase