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

6 months to
29 May 2026
Same period 2025 Same period 2024
Rank 393 224 228
Rank change year-on-year -169 +4 -9
Contract jobs citing Big Data 212 285 382
As % of all contract jobs in England 0.51% 1.19% 1.04%
As % of the Database & Business Intelligence category 3.34% 6.27% 6.10%
Number of daily rates quoted 147 199 297
10th Percentile £348 £408 £370
25th Percentile £450 £466 £463
Median daily rate (50th Percentile) £550 £570 £583
Median % change year-on-year -3.51% -2.23% -0.77%
75th Percentile £648 £675 £750
90th Percentile £805 £740 £850
UK median daily rate £550 £563 £575
% change year-on-year -2.22% -2.17% -2.13%
Number of hourly rates quoted 11 3 11
10th Percentile - £42.42 £18.20
25th Percentile £65.00 £47.61 £21.60
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 £45.63
90th Percentile £90.00 £91.75 £48.75
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 6,353 4,543 6,267
As % of all contract IT jobs advertised in England 15.19% 18.99% 17.07%
Number of daily rates quoted 4,336 3,155 4,535
10th Percentile £350 £363 £350
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 £650 £675
90th Percentile £700 £775 £788
UK median daily rate £500 £520 £525
% change year-on-year -3.85% -0.95% -3.85%
Number of hourly rates quoted 201 90 138
10th Percentile £14.00 £19.20 £14.00
25th Percentile £23.00 £22.99 £20.77
Median hourly rate £41.71 £31.85 £40.00
Median % change year-on-year +30.98% -20.39% -31.73%
75th Percentile £73.75 £61.19 £56.88
90th Percentile £82.25 £70.63 £73.25
UK median hourly rate £43.00 £32.96 £40.00
% change year-on-year +30.46% -17.60% -31.73%

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 29 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 29 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 29 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 -97 130 £569 -1.09% 63
North of England -68 27 £550 -7.17% 31
South East -67 23 £513 -5.96% 8
Yorkshire -51 11 £588 +6.82% 3
Midlands -71 11 £500 - 3
North East -18 10 £510 +10.27% 12
East Midlands -31 8 £495 +26.11% 1
South West -29 7 £550 -14.56% 15
North West -40 6 - - 17
East of England -43 3 £540 -16.92% 3
West Midlands -68 3 £640 +24.90% 2
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 (56.60%) Apache Spark
2 32 (15.09%) Apache
3 31 (14.62%) Apache Airflow
4 8 (3.77%) Confluence
5 5 (2.36%) SAS
6 4 (1.89%) SharePoint
7 3 (1.42%) Microsoft Exchange
8 2 (0.94%) Jupyter
8 2 (0.94%) Palantir Foundry
9 1 (0.47%) Apache Pig
9 1 (0.47%) Camunda
Business Applications
1 1 (0.47%) Endur
Cloud Services
1 110 (51.89%) AWS
2 92 (43.40%) Azure
3 71 (33.49%) GCP
4 27 (12.74%) Snowflake
5 25 (11.79%) GitHub
6 22 (10.38%) Amazon S3
7 21 (9.91%) AWS Lambda
8 20 (9.43%) Serverless
9 17 (8.02%) GitHub Actions
9 17 (8.02%) Power Platform
10 14 (6.60%) Amazon EMR
10 14 (6.60%) Azure DevOps
11 12 (5.66%) dbt
12 11 (5.19%) OpenShift
13 9 (4.25%) Azure Data Factory
14 6 (2.83%) Amazon ECS
15 5 (2.36%) Amazon CloudWatch
15 5 (2.36%) AWS CloudFormation
16 4 (1.89%) 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 49 (23.11%) Hadoop
2 48 (22.64%) Data Warehouse
3 42 (19.81%) NoSQL
4 31 (14.62%) Data Lake
5 29 (13.68%) PostgreSQL
6 19 (8.96%) Amazon Redshift
6 19 (8.96%) Relational Database
7 16 (7.55%) SQL Server
8 15 (7.08%) BigQuery
9 14 (6.60%) MongoDB
10 12 (5.66%) Power BI
11 9 (4.25%) Tableau
12 8 (3.77%) DynamoDB
12 8 (3.77%) Elasticsearch
12 8 (3.77%) Metadata
13 7 (3.30%) Data Vault
13 7 (3.30%) Delta Lake
13 7 (3.30%) RDBMS
13 7 (3.30%) Star Schema
14 6 (2.83%) Amazon Aurora
Development Applications
1 27 (12.74%) Jenkins
2 26 (12.26%) Git
3 20 (9.43%) GitLab
4 13 (6.13%) JIRA
5 10 (4.72%) Selenium
6 7 (3.30%) Robot Framework
7 4 (1.89%) Postman
7 4 (1.89%) PowerDesigner
8 3 (1.42%) JUnit
9 2 (0.94%) MLflow
10 1 (0.47%) Claude Code
10 1 (0.47%) ERwin
General
1 71 (33.49%) Social Skills
2 65 (30.66%) Finance
3 44 (20.75%) Analytical Skills
4 23 (10.85%) Banking
5 10 (4.72%) Public Sector
6 6 (2.83%) Documentation Skills
6 6 (2.83%) Investment Banking
7 5 (2.36%) Marketing
7 5 (2.36%) Telecoms
8 4 (1.89%) Inclusion and Diversity
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%) Front Office
11 1 (0.47%) Manufacturing
Job Titles
1 58 (27.36%) Data Engineer
2 30 (14.15%) Architect
3 29 (13.68%) Senior
4 25 (11.79%) Developer
5 23 (10.85%) Analyst
6 21 (9.91%) Lead
7 16 (7.55%) Data Analyst
8 11 (5.19%) Data Architect
8 11 (5.19%) Data Scientist
9 9 (4.25%) Java Developer
9 9 (4.25%) Java Engineer
9 9 (4.25%) QA Engineer
9 9 (4.25%) Solutions Architect
10 8 (3.77%) Senior Data Engineer
11 7 (3.30%) Business Analyst
12 6 (2.83%) Big Data Engineer
12 6 (2.83%) DBA
12 6 (2.83%) Scala Engineer
12 6 (2.83%) Software Developer
12 6 (2.83%) SQL DBA
Libraries, Frameworks & Software Standards
1 45 (21.23%) Kafka
2 28 (13.21%) PySpark
3 21 (9.91%) Spring
4 19 (8.96%) Spring Boot
5 13 (6.13%) Pandas
5 13 (6.13%) REST
5 13 (6.13%) TensorFlow
6 11 (5.19%) HTML
6 11 (5.19%) PyTorch
7 10 (4.72%) scikit-learn
8 9 (4.25%) CSS
9 8 (3.77%) NumPy
10 7 (3.30%) React
11 6 (2.83%) Node.js
11 6 (2.83%) Play Framework
12 5 (2.36%) Keras
13 4 (1.89%) Matplotlib
13 4 (1.89%) Middleware
13 4 (1.89%) pytest
13 4 (1.89%) RESTful
Miscellaneous
1 25 (11.79%) Cloud Native
2 18 (8.49%) Distributed Systems
3 14 (6.60%) Product Ownership
4 8 (3.77%) Algorithms
5 7 (3.30%) Distributed Computing
6 6 (2.83%) Clustering
7 5 (2.36%) Cyber Threat
7 5 (2.36%) Distributed Architecture
7 5 (2.36%) FMCG
8 4 (1.89%) AI Agents
9 3 (1.42%) Analytical Mindset
9 3 (1.42%) Data Centre
9 3 (1.42%) Data Protection Act
9 3 (1.42%) Foreign Exchange (FX)
10 2 (0.94%) Data Structures
10 2 (0.94%) Derivative
10 2 (0.94%) IoT
10 2 (0.94%) Management Information System
10 2 (0.94%) Onboarding
10 2 (0.94%) Virtual Team
Operating Systems
1 12 (5.66%) Unix
2 8 (3.77%) Linux
3 2 (0.94%) Windows
3 2 (0.94%) Windows Server
Processes & Methodologies
1 94 (44.34%) Analytics
2 93 (43.87%) CI/CD
3 91 (42.92%) Data Pipeline
4 84 (39.62%) Agile
4 84 (39.62%) Data Engineering
5 76 (35.85%) ETL
6 55 (25.94%) AI
6 55 (25.94%) DevOps
7 52 (24.53%) Machine Learning
8 48 (22.64%) Data Science
9 47 (22.17%) Data Modelling
10 46 (21.70%) Data Governance
11 43 (20.28%) Problem-Solving
12 40 (18.87%) Scrum
13 33 (15.57%) Containerisation
14 30 (14.15%) Data Analysis
14 30 (14.15%) Validation
15 29 (13.68%) Software Engineering
16 25 (11.79%) Computer Science
16 25 (11.79%) Microservices
Programming Languages
1 113 (53.30%) Python
2 112 (52.83%) SQL
3 54 (25.47%) Java
4 29 (13.68%) Scala
5 20 (9.43%) R
6 10 (4.72%) JavaScript
7 6 (2.83%) Bash
8 5 (2.36%) SAS Macro
9 3 (1.42%) C#
9 3 (1.42%) C++
9 3 (1.42%) PowerShell
9 3 (1.42%) Rust
9 3 (1.42%) TypeScript
10 2 (0.94%) Ada
10 2 (0.94%) Shell Script
11 1 (0.47%) C
11 1 (0.47%) Korn
11 1 (0.47%) Perl
Qualifications
1 41 (19.34%) Security Cleared
2 31 (14.62%) SC Cleared
3 26 (12.26%) Degree
4 17 (8.02%) Computer Science Degree
5 14 (6.60%) Master's Degree
6 5 (2.36%) BPSS Clearance
6 5 (2.36%) DV Cleared
7 4 (1.89%) Azure Certification
8 3 (1.42%) Microsoft Certification
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%) PhD
9 2 (0.94%) TOGAF Certification
10 1 (0.47%) ISTQB
Quality Assurance & Compliance
1 52 (24.53%) Data Quality
2 22 (10.38%) QA
3 11 (5.19%) 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%) ISO 13485
System Software
1 46 (21.70%) Docker
2 6 (2.83%) HDFS
3 3 (1.42%) Active Directory
4 1 (0.47%) Apache Flume
Systems Management
1 50 (23.58%) Kubernetes
2 29 (13.68%) Terraform
3 13 (6.13%) Grafana
4 7 (3.30%) Prometheus
5 6 (2.83%) Kibana
6 5 (2.36%) Ansible
7 1 (0.47%) Argo
7 1 (0.47%) Control-M
7 1 (0.47%) HP ALM
7 1 (0.47%) Kubeflow
7 1 (0.47%) Nagios
7 1 (0.47%) Rancher
Vendors
1 44 (20.75%) Databricks
2 20 (9.43%) Microsoft
3 12 (5.66%) Google
4 7 (3.30%) Oracle
5 6 (2.83%) Informatica
5 6 (2.83%) Salesforce
5 6 (2.83%) Splunk
6 5 (2.36%) Ab Initio
6 5 (2.36%) OpenAI
6 5 (2.36%) Teradata
7 4 (1.89%) Cloudera
7 4 (1.89%) Foundry
7 4 (1.89%) IBM
8 3 (1.42%) Talend
9 2 (0.94%) Palantir
9 2 (0.94%) Salesforce Marketing Cloud
10 1 (0.47%) Cisco
10 1 (0.47%) Guidewire
10 1 (0.47%) HP
10 1 (0.47%) OpenLink