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

6 months to
21 May 2026
Same period 2025 Same period 2024
Rank 384 218 225
Rank change year-on-year -166 +7 -12
Contract jobs citing Big Data 212 293 370
As % of all contract jobs in England 0.51% 1.21% 1.02%
As % of the Database & Business Intelligence category 3.39% 6.35% 5.94%
Number of daily rates quoted 145 200 282
10th Percentile £350 £408 £388
25th Percentile £413 £466 £468
Median daily rate (50th Percentile) £550 £570 £600
Median % change year-on-year -3.51% -5.00% +2.13%
75th Percentile £650 £675 £763
90th Percentile £808 £750 £850
UK median daily rate £550 £570 £600
% change year-on-year -3.51% -4.96% +2.09%
Number of hourly rates quoted 11 4 12
10th Percentile - £42.65 £18.20
25th Percentile £65.00 £48.18 £23.30
Median hourly rate £70.00 £55.00 £35.25
Median % change year-on-year +27.27% +56.03% -54.81%
75th Percentile £75.00 £69.06 £44.69
90th Percentile £90.00 £87.63 £48.63
UK median hourly rate £70.00 £55.00 £35.25
% change year-on-year +27.27% +56.03% -54.81%

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 6,251 4,616 6,232
As % of all contract IT jobs advertised in England 15.16% 19.06% 17.12%
Number of daily rates quoted 4,285 3,223 4,500
10th Percentile £350 £363 £351
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £600 £653 £675
90th Percentile £700 £775 £788
UK median daily rate £500 £521 £525
% change year-on-year -4.03% -0.76% -3.67%
Number of hourly rates quoted 188 88 134
10th Percentile £14.60 £21.10 £14.00
25th Percentile £23.99 £24.06 £20.82
Median hourly rate £44.75 £32.96 £40.00
Median % change year-on-year +35.77% -17.60% -28.19%
75th Percentile £74.00 £65.62 £58.44
90th Percentile £82.25 £76.63 £74.25
UK median hourly rate £47.00 £34.83 £40.00
% change year-on-year +34.96% -12.94% -30.43%

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 May 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 May 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 May 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 -75 137 £569 -1.34% 53
North of England -70 23 £550 -7.17% 26
South East -73 22 £525 -4.11% 9
Midlands -69 11 £500 - 4
North East -17 9 £518 +11.89% 12
East Midlands -32 8 £495 +26.11% 1
North West -44 7 £358 -40.33% 10
Yorkshire -53 7 £588 +6.82% 5
South West -33 6 £550 -14.56% 12
East of England -40 3 £540 -16.92% 4
West Midlands -64 3 £640 +24.90% 3
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 (55.66%) Apache Spark
2 31 (14.62%) Apache
2 31 (14.62%) Apache Airflow
3 8 (3.77%) Confluence
4 5 (2.36%) SAS
5 4 (1.89%) SharePoint
6 3 (1.42%) Microsoft Exchange
7 2 (0.94%) Palantir Foundry
8 1 (0.47%) Apache Pig
8 1 (0.47%) Camunda
8 1 (0.47%) Jupyter
Business Applications
1 1 (0.47%) Endur
Cloud Services
1 106 (50.00%) AWS
2 88 (41.51%) Azure
3 68 (32.08%) GCP
4 24 (11.32%) GitHub
5 23 (10.85%) Snowflake
6 22 (10.38%) Amazon S3
7 21 (9.91%) AWS Lambda
8 20 (9.43%) Serverless
9 17 (8.02%) Power Platform
10 15 (7.08%) GitHub Actions
11 13 (6.13%) Amazon EMR
11 13 (6.13%) Azure DevOps
12 12 (5.66%) dbt
13 11 (5.19%) Azure Data Factory
13 11 (5.19%) OpenShift
14 6 (2.83%) Amazon ECS
15 5 (2.36%) Amazon CloudWatch
15 5 (2.36%) AWS CloudFormation
15 5 (2.36%) Azure Cosmos DB
16 4 (1.89%) WhatsApp
Communications & Networking
1 3 (1.42%) IPv4
1 3 (1.42%) IPv6
2 1 (0.47%) Kerberos
2 1 (0.47%) VPN
Database & Business Intelligence
1 52 (24.53%) Hadoop
2 50 (23.58%) Data Warehouse
3 43 (20.28%) NoSQL
4 28 (13.21%) PostgreSQL
5 27 (12.74%) Data Lake
6 20 (9.43%) Relational Database
7 16 (7.55%) SQL Server
8 15 (7.08%) Amazon Redshift
9 14 (6.60%) MongoDB
10 12 (5.66%) Power BI
11 11 (5.19%) BigQuery
12 9 (4.25%) Metadata
12 9 (4.25%) Tableau
13 8 (3.77%) DynamoDB
14 7 (3.30%) Data Vault
14 7 (3.30%) Delta Lake
14 7 (3.30%) Elasticsearch
14 7 (3.30%) RDBMS
14 7 (3.30%) Star Schema
15 6 (2.83%) Amazon Aurora
Development Applications
1 25 (11.79%) Jenkins
2 21 (9.91%) Git
3 16 (7.55%) GitLab
4 15 (7.08%) JIRA
5 10 (4.72%) Selenium
6 7 (3.30%) Robot Framework
7 4 (1.89%) Postman
7 4 (1.89%) PowerDesigner
8 2 (0.94%) JUnit
8 2 (0.94%) MLflow
8 2 (0.94%) Team Foundation Server
9 1 (0.47%) ERwin
9 1 (0.47%) NUnit
9 1 (0.47%) Poetry
9 1 (0.47%) SpecFlow
9 1 (0.47%) Visual Studio
9 1 (0.47%) Visual Studio Coded UI
General
1 75 (35.38%) Social Skills
2 68 (32.08%) Finance
3 41 (19.34%) Analytical Skills
4 23 (10.85%) Banking
5 12 (5.66%) Public Sector
6 6 (2.83%) Documentation Skills
6 6 (2.83%) Investment Banking
6 6 (2.83%) Telecoms
7 5 (2.36%) Inclusion and Diversity
7 5 (2.36%) Marketing
8 4 (1.89%) Legal
9 3 (1.42%) Retail
10 2 (0.94%) Aerospace
10 2 (0.94%) Influencing Skills
10 2 (0.94%) Local Government
10 2 (0.94%) Organisational Skills
10 2 (0.94%) Presentation Skills
11 1 (0.47%) Agriculture
11 1 (0.47%) Manufacturing
11 1 (0.47%) Military
Job Titles
1 61 (28.77%) Data Engineer
2 30 (14.15%) Architect
3 28 (13.21%) Developer
3 28 (13.21%) Senior
4 22 (10.38%) Lead
5 21 (9.91%) Analyst
6 14 (6.60%) Data Analyst
7 12 (5.66%) Data Scientist
8 11 (5.19%) Data Architect
9 9 (4.25%) Senior Data Engineer
9 9 (4.25%) Solutions Architect
10 8 (3.77%) Java Developer
10 8 (3.77%) Java Engineer
11 7 (3.30%) Azure Engineer
11 7 (3.30%) Business Analyst
12 6 (2.83%) Azure Data Engineer
12 6 (2.83%) Big Data Engineer
12 6 (2.83%) DBA
12 6 (2.83%) QA Engineer
12 6 (2.83%) SQL DBA
Libraries, Frameworks & Software Standards
1 46 (21.70%) Kafka
2 28 (13.21%) PySpark
3 20 (9.43%) Spring
4 18 (8.49%) Spring Boot
5 14 (6.60%) Pandas
6 13 (6.13%) TensorFlow
7 11 (5.19%) HTML
7 11 (5.19%) PyTorch
8 10 (4.72%) REST
8 10 (4.72%) scikit-learn
9 9 (4.25%) CSS
9 9 (4.25%) NumPy
10 7 (3.30%) React
11 6 (2.83%) Node.js
11 6 (2.83%) Play Framework
12 5 (2.36%) Keras
12 5 (2.36%) RESTful
13 4 (1.89%) Apache NiFi
13 4 (1.89%) Middleware
13 4 (1.89%) Seaborn
Miscellaneous
1 23 (10.85%) Cloud Native
2 13 (6.13%) Product Ownership
3 12 (5.66%) Distributed Systems
4 8 (3.77%) Algorithms
4 8 (3.77%) Distributed Computing
5 5 (2.36%) Clustering
5 5 (2.36%) FMCG
6 4 (1.89%) AI Agents
6 4 (1.89%) Cyber Threat
6 4 (1.89%) Management Information System
7 3 (1.42%) Data Centre
7 3 (1.42%) Data Protection Act
7 3 (1.42%) Foreign Exchange (FX)
7 3 (1.42%) Hybrid Cloud
8 2 (0.94%) Data Structures
8 2 (0.94%) Derivative
8 2 (0.94%) Distributed Architecture
8 2 (0.94%) IoT
8 2 (0.94%) Onboarding
8 2 (0.94%) Virtual Team
Operating Systems
1 13 (6.13%) Unix
2 9 (4.25%) Linux
3 2 (0.94%) Windows
3 2 (0.94%) Windows Server
Processes & Methodologies
1 91 (42.92%) Analytics
1 91 (42.92%) CI/CD
2 88 (41.51%) Data Pipeline
3 82 (38.68%) Agile
4 81 (38.21%) Data Engineering
5 76 (35.85%) ETL
6 55 (25.94%) DevOps
7 51 (24.06%) AI
7 51 (24.06%) Machine Learning
8 50 (23.58%) Data Governance
9 49 (23.11%) Data Modelling
10 48 (22.64%) Data Science
11 46 (21.70%) Problem-Solving
12 35 (16.51%) Scrum
13 32 (15.09%) Containerisation
14 28 (13.21%) Computer Science
15 26 (12.26%) Software Engineering
16 25 (11.79%) Technical Leadership
16 25 (11.79%) Validation
17 24 (11.32%) Decision-Making
Programming Languages
1 113 (53.30%) Python
2 110 (51.89%) SQL
3 49 (23.11%) Java
4 31 (14.62%) Scala
5 21 (9.91%) R
6 12 (5.66%) JavaScript
7 6 (2.83%) Bash
8 5 (2.36%) SAS Macro
9 4 (1.89%) C#
9 4 (1.89%) PowerShell
10 3 (1.42%) C++
10 3 (1.42%) Rust
10 3 (1.42%) Shell Script
10 3 (1.42%) TypeScript
11 2 (0.94%) Ada
12 1 (0.47%) C
12 1 (0.47%) Perl
12 1 (0.47%) PL/SQL
12 1 (0.47%) T-SQL
Qualifications
1 44 (20.75%) Security Cleared
2 33 (15.57%) SC Cleared
3 29 (13.68%) Degree
4 19 (8.96%) Computer Science Degree
5 15 (7.08%) Master's Degree
6 7 (3.30%) BPSS Clearance
7 5 (2.36%) Azure Certification
7 5 (2.36%) DV Cleared
8 3 (1.42%) Microsoft Certification
8 3 (1.42%) PhD
9 2 (0.94%) (ISC)2 CCSP
9 2 (0.94%) AWS Certification
9 2 (0.94%) Cisco Certification
9 2 (0.94%) CISSP
9 2 (0.94%) MCITP
9 2 (0.94%) MCTS
9 2 (0.94%) TOGAF Certification
10 1 (0.47%) HP APS
10 1 (0.47%) ISTQB
Quality Assurance & Compliance
1 49 (23.11%) Data Quality
2 17 (8.02%) QA
3 12 (5.66%) GDPR
4 5 (2.36%) ISO/IEC 27001
4 5 (2.36%) NIST
5 3 (1.42%) PCI DSS
5 3 (1.42%) Sarbanes-Oxley
6 2 (0.94%) Actionable Recommendations
7 1 (0.47%) HIPAA
7 1 (0.47%) ISO 13485
System Software
1 44 (20.75%) Docker
2 6 (2.83%) HDFS
3 3 (1.42%) Active Directory
4 1 (0.47%) Apache Flume
Systems Management
1 49 (23.11%) Kubernetes
2 28 (13.21%) Terraform
3 13 (6.13%) Grafana
4 7 (3.30%) Prometheus
5 6 (2.83%) Kibana
6 5 (2.36%) Ansible
7 2 (0.94%) HP ALM
8 1 (0.47%) Argo
8 1 (0.47%) Control-M
8 1 (0.47%) Kubeflow
8 1 (0.47%) Nagios
8 1 (0.47%) Rancher
8 1 (0.47%) Tivoli
Vendors
1 44 (20.75%) Databricks
2 18 (8.49%) Microsoft
3 12 (5.66%) Google
4 7 (3.30%) Informatica
5 6 (2.83%) Ab Initio
5 6 (2.83%) IBM
5 6 (2.83%) Oracle
5 6 (2.83%) Salesforce
5 6 (2.83%) Splunk
6 5 (2.36%) OpenAI
6 5 (2.36%) Teradata
7 4 (1.89%) Cloudera
7 4 (1.89%) Foundry
8 3 (1.42%) Talend
9 2 (0.94%) HP
9 2 (0.94%) Palantir
9 2 (0.94%) Salesforce Marketing Cloud
10 1 (0.47%) Cisco
10 1 (0.47%) OpenLink
10 1 (0.47%) Sybase