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

6 months to
19 May 2026
Same period 2025 Same period 2024
Rank 371 215 225
Rank change year-on-year -156 +10 -10
Contract jobs citing Big Data 214 299 370
As % of all contract jobs in England 0.52% 1.23% 1.02%
As % of the Database & Business Intelligence category 3.43% 6.44% 5.93%
Number of daily rates quoted 147 206 282
10th Percentile £350 £406 £388
25th Percentile £425 £463 £468
Median daily rate (50th Percentile) £550 £570 £600
Median % change year-on-year -3.51% -5.00% +2.13%
75th Percentile £656 £675 £763
90th Percentile £805 £750 £850
UK median daily rate £550 £570 £600
% change year-on-year -3.51% -5.00% +2.13%
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 6,230 4,641 6,240
As % of all contract IT jobs advertised in England 15.18% 19.08% 17.13%
Number of daily rates quoted 4,279 3,242 4,505
10th Percentile £350 £363 £355
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £525 £528
Median % change year-on-year -4.76% -0.57% -4.00%
75th Percentile £600 £653 £675
90th Percentile £700 £775 £788
UK median daily rate £500 £523 £525
% change year-on-year -4.31% -0.48% -3.67%
Number of hourly rates quoted 184 87 134
10th Percentile £14.58 £20.21 £14.00
25th Percentile £24.97 £23.50 £20.98
Median hourly rate £45.00 £32.05 £40.13
Median % change year-on-year +40.41% -20.12% -30.22%
75th Percentile £74.00 £65.31 £58.68
90th Percentile £82.25 £72.50 £74.25
UK median hourly rate £47.54 £33.81 £40.00
% change year-on-year +40.63% -15.49% -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 19 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 19 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 19 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 -86 140 £575 - 49
North of England -68 23 £550 -7.17% 25
South East -80 22 £525 -4.55% 6
Midlands -74 11 £500 - 5
North East -15 9 £518 +11.89% 11
East Midlands -35 8 £495 +26.11% 1
North West -45 7 £358 -40.33% 9
Yorkshire -53 7 £588 +6.82% 6
South West -26 5 £550 -14.56% 14
East of England -44 3 £540 -16.92% 6
West Midlands -63 3 £640 +24.90% 4
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 (55.14%) Apache Spark
2 33 (15.42%) Apache
3 31 (14.49%) Apache Airflow
4 9 (4.21%) Confluence
5 5 (2.34%) SAS
6 4 (1.87%) SharePoint
7 3 (1.40%) Microsoft Exchange
7 3 (1.40%) Palantir Foundry
8 1 (0.47%) Apache Pig
8 1 (0.47%) Camunda
8 1 (0.47%) Jupyter
Cloud Services
1 105 (49.07%) AWS
2 86 (40.19%) Azure
3 67 (31.31%) GCP
4 24 (11.21%) GitHub
4 24 (11.21%) Snowflake
5 22 (10.28%) Amazon S3
5 22 (10.28%) Serverless
6 21 (9.81%) AWS Lambda
7 16 (7.48%) Power Platform
8 15 (7.01%) GitHub Actions
9 13 (6.07%) Amazon EMR
10 12 (5.61%) Azure DevOps
10 12 (5.61%) dbt
11 11 (5.14%) OpenShift
12 10 (4.67%) Azure Data Factory
13 6 (2.80%) Amazon ECS
14 5 (2.34%) Amazon CloudWatch
14 5 (2.34%) AWS CloudFormation
15 4 (1.87%) Azure Cosmos DB
15 4 (1.87%) WhatsApp
Communications & Networking
1 3 (1.40%) IPv4
1 3 (1.40%) IPv6
2 1 (0.47%) Kerberos
2 1 (0.47%) VPN
Database & Business Intelligence
1 53 (24.77%) Hadoop
2 49 (22.90%) Data Warehouse
3 42 (19.63%) NoSQL
4 27 (12.62%) PostgreSQL
5 25 (11.68%) Data Lake
6 19 (8.88%) Relational Database
7 15 (7.01%) Amazon Redshift
7 15 (7.01%) SQL Server
8 14 (6.54%) MongoDB
9 11 (5.14%) BigQuery
9 11 (5.14%) Power BI
10 9 (4.21%) Metadata
11 8 (3.74%) DynamoDB
11 8 (3.74%) Tableau
12 7 (3.27%) Data Vault
12 7 (3.27%) Delta Lake
12 7 (3.27%) Elasticsearch
12 7 (3.27%) RDBMS
12 7 (3.27%) Star Schema
13 6 (2.80%) Amazon Aurora
Development Applications
1 24 (11.21%) Jenkins
2 19 (8.88%) Git
3 17 (7.94%) GitLab
4 16 (7.48%) JIRA
5 9 (4.21%) Selenium
6 7 (3.27%) Robot Framework
7 4 (1.87%) Postman
7 4 (1.87%) PowerDesigner
8 2 (0.93%) MLflow
8 2 (0.93%) Team Foundation Server
9 1 (0.47%) ERwin
9 1 (0.47%) JUnit
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 74 (34.58%) Social Skills
2 68 (31.78%) Finance
3 40 (18.69%) Analytical Skills
4 23 (10.75%) Banking
5 12 (5.61%) Public Sector
6 7 (3.27%) Investment Banking
7 6 (2.80%) Documentation Skills
7 6 (2.80%) Telecoms
8 5 (2.34%) Inclusion and Diversity
8 5 (2.34%) Marketing
9 4 (1.87%) Legal
10 3 (1.40%) Retail
11 2 (0.93%) Aerospace
11 2 (0.93%) Influencing Skills
11 2 (0.93%) Local Government
11 2 (0.93%) Organisational Skills
11 2 (0.93%) Presentation Skills
12 1 (0.47%) Agriculture
12 1 (0.47%) Manufacturing
12 1 (0.47%) Military
Job Titles
1 62 (28.97%) Data Engineer
2 29 (13.55%) Architect
2 29 (13.55%) Senior
3 28 (13.08%) Developer
4 23 (10.75%) Lead
5 20 (9.35%) Analyst
6 13 (6.07%) Data Analyst
7 12 (5.61%) Data Scientist
8 11 (5.14%) Data Architect
9 9 (4.21%) Senior Data Engineer
9 9 (4.21%) Solutions Architect
10 8 (3.74%) Java Developer
11 7 (3.27%) Azure Engineer
11 7 (3.27%) Business Analyst
11 7 (3.27%) Java Engineer
12 6 (2.80%) AWS Engineer
12 6 (2.80%) Big Data Engineer
12 6 (2.80%) DBA
12 6 (2.80%) QA Engineer
12 6 (2.80%) SQL DBA
Libraries, Frameworks & Software Standards
1 46 (21.50%) Kafka
2 28 (13.08%) PySpark
3 19 (8.88%) Spring
4 17 (7.94%) Spring Boot
5 14 (6.54%) Pandas
6 13 (6.07%) TensorFlow
7 11 (5.14%) HTML
7 11 (5.14%) PyTorch
8 10 (4.67%) REST
8 10 (4.67%) scikit-learn
9 9 (4.21%) CSS
9 9 (4.21%) NumPy
10 7 (3.27%) React
11 6 (2.80%) Apache NiFi
11 6 (2.80%) Play Framework
12 5 (2.34%) Keras
12 5 (2.34%) Node.js
12 5 (2.34%) RESTful
13 4 (1.87%) Matplotlib
13 4 (1.87%) pytest
Miscellaneous
1 21 (9.81%) Cloud Native
2 13 (6.07%) Product Ownership
3 11 (5.14%) Distributed Systems
4 9 (4.21%) Distributed Computing
5 8 (3.74%) Algorithms
6 5 (2.34%) FMCG
7 4 (1.87%) AI Agents
7 4 (1.87%) Clustering
7 4 (1.87%) Cyber Threat
7 4 (1.87%) Foreign Exchange (FX)
7 4 (1.87%) Management Information System
8 3 (1.40%) Data Centre
8 3 (1.40%) Data Protection Act
8 3 (1.40%) Hybrid Cloud
8 3 (1.40%) Virtual Team
9 2 (0.93%) Data Structures
9 2 (0.93%) Derivative
9 2 (0.93%) Distributed Architecture
9 2 (0.93%) IoT
9 2 (0.93%) Onboarding
Operating Systems
1 13 (6.07%) Unix
2 9 (4.21%) Linux
3 2 (0.93%) Windows
3 2 (0.93%) Windows Server
Processes & Methodologies
1 92 (42.99%) Analytics
2 89 (41.59%) CI/CD
3 87 (40.65%) Data Pipeline
4 84 (39.25%) Agile
5 80 (37.38%) Data Engineering
6 75 (35.05%) ETL
7 55 (25.70%) DevOps
8 52 (24.30%) AI
8 52 (24.30%) Machine Learning
9 50 (23.36%) Data Governance
10 49 (22.90%) Data Modelling
11 48 (22.43%) Data Science
12 45 (21.03%) Problem-Solving
13 38 (17.76%) Scrum
14 30 (14.02%) Containerisation
15 29 (13.55%) Computer Science
16 27 (12.62%) Software Engineering
17 24 (11.21%) Data Analysis
17 24 (11.21%) Technical Leadership
17 24 (11.21%) Validation
Programming Languages
1 114 (53.27%) Python
2 107 (50.00%) SQL
3 50 (23.36%) Java
4 31 (14.49%) Scala
5 21 (9.81%) R
6 13 (6.07%) JavaScript
7 7 (3.27%) Bash
8 5 (2.34%) C#
8 5 (2.34%) SAS Macro
9 4 (1.87%) C++
9 4 (1.87%) PowerShell
10 3 (1.40%) Rust
10 3 (1.40%) Shell Script
10 3 (1.40%) TypeScript
11 2 (0.93%) 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 47 (21.96%) Security Cleared
2 35 (16.36%) SC Cleared
3 30 (14.02%) Degree
4 20 (9.35%) Computer Science Degree
5 16 (7.48%) Master's Degree
6 8 (3.74%) DV Cleared
7 7 (3.27%) BPSS Clearance
8 5 (2.34%) Azure Certification
9 4 (1.87%) PhD
10 3 (1.40%) Microsoft Certification
11 2 (0.93%) (ISC)2 CCSP
11 2 (0.93%) AWS Certification
11 2 (0.93%) Cisco Certification
11 2 (0.93%) CISSP
11 2 (0.93%) MCITP
11 2 (0.93%) MCTS
11 2 (0.93%) TOGAF Certification
12 1 (0.47%) HP APS
12 1 (0.47%) ISTQB
Quality Assurance & Compliance
1 49 (22.90%) Data Quality
2 16 (7.48%) QA
3 12 (5.61%) GDPR
4 5 (2.34%) ISO/IEC 27001
4 5 (2.34%) NIST
5 3 (1.40%) PCI DSS
5 3 (1.40%) Sarbanes-Oxley
6 2 (0.93%) Actionable Recommendations
7 1 (0.47%) HIPAA
7 1 (0.47%) ISO 13485
System Software
1 43 (20.09%) Docker
2 6 (2.80%) HDFS
3 3 (1.40%) Active Directory
4 1 (0.47%) Apache Flume
Systems Management
1 49 (22.90%) Kubernetes
2 27 (12.62%) Terraform
3 14 (6.54%) Grafana
4 8 (3.74%) Prometheus
5 6 (2.80%) Kibana
6 5 (2.34%) Ansible
7 2 (0.93%) Argo
7 2 (0.93%) HP ALM
7 2 (0.93%) Nagios
7 2 (0.93%) Rancher
8 1 (0.47%) Control-M
8 1 (0.47%) Kubeflow
8 1 (0.47%) Tivoli
Vendors
1 45 (21.03%) Databricks
2 18 (8.41%) Microsoft
3 12 (5.61%) Google
4 6 (2.80%) Ab Initio
4 6 (2.80%) IBM
4 6 (2.80%) Informatica
4 6 (2.80%) Salesforce
4 6 (2.80%) Splunk
5 5 (2.34%) Cloudera
5 5 (2.34%) Foundry
5 5 (2.34%) OpenAI
5 5 (2.34%) Teradata
6 4 (1.87%) Oracle
7 3 (1.40%) Palantir
8 2 (0.93%) HP
8 2 (0.93%) Salesforce Marketing Cloud
8 2 (0.93%) Talend
9 1 (0.47%) Cisco
9 1 (0.47%) Guidewire
9 1 (0.47%) Sybase