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

6 months to
15 Apr 2026
Same period 2025 Same period 2024
Rank 380 212 242
Rank change year-on-year -168 +30 -49
Contract jobs citing Big Data 215 295 348
As % of all contract jobs in England 0.55% 1.21% 0.94%
As % of the Database & Business Intelligence category 3.45% 6.32% 5.69%
Number of daily rates quoted 151 204 261
10th Percentile £315 £407 £375
25th Percentile £393 £468 £463
Median daily rate (50th Percentile) £550 £570 £575
Median % change year-on-year -3.51% -0.87% -4.17%
75th Percentile £641 £675 £750
90th Percentile £813 £750 £825
UK median daily rate £530 £550 £575
% change year-on-year -3.64% -4.35% -4.17%
Number of hourly rates quoted 11 3 18
10th Percentile - £52.25 £18.20
25th Percentile £65.00 £53.75 £25.60
Median hourly rate £70.00 £57.50 £42.50
Median % change year-on-year +21.74% +35.29% -41.78%
75th Percentile £75.00 £79.38 £47.17
90th Percentile £90.00 £91.75 £50.11
UK median hourly rate £70.00 £57.50 £42.50
% change year-on-year +21.74% +35.29% -41.78%

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 6,224 4,665 6,113
As % of all contract IT jobs advertised in England 15.88% 19.12% 16.49%
Number of daily rates quoted 4,323 3,266 4,384
10th Percentile £350 £358 £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 £663 £675
90th Percentile £700 £775 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 154 94 137
10th Percentile £18.08 £20.96 £14.00
25th Percentile £29.84 £24.25 £20.77
Median hourly rate £51.00 £32.96 £40.00
Median % change year-on-year +54.73% -17.60% -30.43%
75th Percentile £74.68 £65.46 £52.50
90th Percentile £83.60 £70.00 £70.25
UK median hourly rate £52.50 £32.96 £40.00
% change year-on-year +59.28% -17.60% -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 15 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 15 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 15 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 -78 139 £538 -6.52% 57
South East -70 25 £488 -10.55% 20
North of England -71 19 £588 -2.08% 17
Midlands -68 12 £430 -11.79% 7
North West -44 10 £669 +7.00% 8
East Midlands -34 9 £410 +4.46% 3
North East -18 5 £500 +8.11% 6
South West -31 5 £550 -13.73% 8
Yorkshire -54 4 £588 -2.08% 3
West Midlands -62 3 £640 +21.50% 4
East of England -43 2 £575 -11.54% 8
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
1 109 (50.70%) Apache Spark
2 25 (11.63%) Apache
3 24 (11.16%) Apache Airflow
4 10 (4.65%) Confluence
5 5 (2.33%) SAS
6 4 (1.86%) Palantir Foundry
6 4 (1.86%) SharePoint
7 3 (1.40%) Microsoft Exchange
8 1 (0.47%) Apache Pig
8 1 (0.47%) Camunda
8 1 (0.47%) Jupyter
Business Applications
1 2 (0.93%) Salesforce CRM
Cloud Services
1 105 (48.84%) AWS
2 82 (38.14%) Azure
3 65 (30.23%) GCP
4 25 (11.63%) GitHub
5 24 (11.16%) Amazon S3
6 23 (10.70%) Serverless
7 21 (9.77%) AWS Lambda
8 19 (8.84%) Power Platform
9 18 (8.37%) Snowflake
10 16 (7.44%) GitHub Actions
11 12 (5.58%) Amazon EMR
12 10 (4.65%) Azure DevOps
13 9 (4.19%) Azure Data Factory
13 9 (4.19%) dbt
14 8 (3.72%) OpenShift
15 7 (3.26%) Amazon ECS
16 6 (2.79%) Amazon CloudWatch
16 6 (2.79%) AWS CloudFormation
17 4 (1.86%) Amazon EC2
17 4 (1.86%) Datadog
Communications & Networking
1 3 (1.40%) IPv4
1 3 (1.40%) IPv6
1 3 (1.40%) Kerberos
1 3 (1.40%) VPN
Database & Business Intelligence
1 61 (28.37%) Hadoop
2 45 (20.93%) Data Warehouse
3 43 (20.00%) NoSQL
4 26 (12.09%) PostgreSQL
5 23 (10.70%) Data Lake
6 18 (8.37%) Relational Database
7 15 (6.98%) Metadata
8 14 (6.51%) Power BI
9 13 (6.05%) SQL Server
10 12 (5.58%) Apache Hive
11 11 (5.12%) MongoDB
12 10 (4.65%) Amazon Redshift
13 9 (4.19%) DynamoDB
13 9 (4.19%) Tableau
14 8 (3.72%) BigQuery
14 8 (3.72%) Delta Lake
14 8 (3.72%) Elasticsearch
15 7 (3.26%) Data Vault
15 7 (3.26%) Impala
15 7 (3.26%) Star Schema
Development Applications
1 26 (12.09%) Jenkins
2 17 (7.91%) GitLab
3 16 (7.44%) Git
3 16 (7.44%) JIRA
4 7 (3.26%) Robot Framework
4 7 (3.26%) Selenium
5 5 (2.33%) PowerDesigner
6 4 (1.86%) Postman
7 2 (0.93%) ERwin
7 2 (0.93%) Team Foundation Server
8 1 (0.47%) Artifactory
8 1 (0.47%) Cucumber
8 1 (0.47%) Gatling
8 1 (0.47%) Gradle
8 1 (0.47%) JMeter
8 1 (0.47%) JUnit
8 1 (0.47%) NUnit
8 1 (0.47%) Sonatype Nexus
8 1 (0.47%) SpecFlow
8 1 (0.47%) Visual Studio
General
1 80 (37.21%) Social Skills
2 69 (32.09%) Finance
3 40 (18.60%) Analytical Skills
4 27 (12.56%) Banking
5 9 (4.19%) Public Sector
6 6 (2.79%) Documentation Skills
6 6 (2.79%) Investment Banking
6 6 (2.79%) Telecoms
7 5 (2.33%) Marketing
8 3 (1.40%) Legal
9 2 (0.93%) Inclusion and Diversity
9 2 (0.93%) Influencing Skills
9 2 (0.93%) Local Government
9 2 (0.93%) Manufacturing
9 2 (0.93%) Organisational Skills
9 2 (0.93%) Presentation Skills
9 2 (0.93%) Retail
10 1 (0.47%) Aerospace
10 1 (0.47%) Corporate Banking
10 1 (0.47%) Retail Banking
Job Titles
1 56 (26.05%) Data Engineer
2 31 (14.42%) Architect
3 29 (13.49%) Developer
4 28 (13.02%) Senior
5 22 (10.23%) Lead
6 17 (7.91%) Analyst
7 16 (7.44%) Data Architect
8 14 (6.51%) Data Scientist
9 10 (4.65%) Data Analyst
10 9 (4.19%) Java Developer
11 8 (3.72%) Java Engineer
11 8 (3.72%) Senior Data Engineer
11 8 (3.72%) Solutions Architect
12 7 (3.26%) Azure Engineer
12 7 (3.26%) Platform Engineer
13 6 (2.79%) Azure Data Engineer
13 6 (2.79%) Business Analyst
13 6 (2.79%) DBA
13 6 (2.79%) Machine Learning Engineer
13 6 (2.79%) SQL DBA
Libraries, Frameworks & Software Standards
1 45 (20.93%) Kafka
2 22 (10.23%) PySpark
3 14 (6.51%) Spring
3 14 (6.51%) TensorFlow
4 13 (6.05%) Pandas
5 12 (5.58%) scikit-learn
5 12 (5.58%) Spring Boot
6 11 (5.12%) HTML
6 11 (5.12%) PyTorch
7 10 (4.65%) REST
8 9 (4.19%) CSS
9 7 (3.26%) Apache NiFi
9 7 (3.26%) NumPy
9 7 (3.26%) React
10 6 (2.79%) Play Framework
11 5 (2.33%) JSON
11 5 (2.33%) pytest
11 5 (2.33%) RESTful
11 5 (2.33%) Spark Streaming
11 5 (2.33%) YAML
Miscellaneous
1 19 (8.84%) Cloud Native
2 14 (6.51%) Distributed Computing
3 11 (5.12%) Product Ownership
4 8 (3.72%) Algorithms
4 8 (3.72%) Distributed Systems
5 5 (2.33%) Data Structures
5 5 (2.33%) FMCG
6 4 (1.86%) Foreign Exchange (FX)
6 4 (1.86%) Management Information System
7 3 (1.40%) AI Agents
7 3 (1.40%) Analytical Mindset
7 3 (1.40%) Clustering
7 3 (1.40%) Cyber Threat
7 3 (1.40%) Data Centre
8 2 (0.93%) Data Protection Act
8 2 (0.93%) Derivative
8 2 (0.93%) Educational Technology
8 2 (0.93%) Hybrid Cloud
8 2 (0.93%) IoT
8 2 (0.93%) Reference Data
Operating Systems
1 15 (6.98%) Unix
2 14 (6.51%) Linux
3 2 (0.93%) Windows
3 2 (0.93%) Windows Server
Processes & Methodologies
1 91 (42.33%) Analytics
2 87 (40.47%) CI/CD
3 83 (38.60%) Data Pipeline
4 78 (36.28%) Agile
5 73 (33.95%) Data Engineering
6 70 (32.56%) ETL
7 58 (26.98%) Data Governance
8 57 (26.51%) Data Modelling
9 54 (25.12%) DevOps
10 52 (24.19%) Machine Learning
10 52 (24.19%) Problem-Solving
11 51 (23.72%) AI
12 45 (20.93%) Data Science
13 30 (13.95%) Scrum
14 28 (13.02%) Software Engineering
15 27 (12.56%) Visualisation
16 26 (12.09%) Computer Science
16 26 (12.09%) Decision-Making
17 25 (11.63%) Business Intelligence
17 25 (11.63%) Containerisation
Programming Languages
1 113 (52.56%) Python
2 107 (49.77%) SQL
3 48 (22.33%) Java
4 29 (13.49%) Scala
5 23 (10.70%) R
6 15 (6.98%) JavaScript
7 9 (4.19%) Bash
8 6 (2.79%) C#
9 5 (2.33%) C++
9 5 (2.33%) SAS Macro
9 5 (2.33%) Shell Script
10 4 (1.86%) PowerShell
11 3 (1.40%) Rust
11 3 (1.40%) TypeScript
12 2 (0.93%) Ada
12 2 (0.93%) T-SQL
13 1 (0.47%) Perl
13 1 (0.47%) PL/SQL
Qualifications
1 46 (21.40%) Security Cleared
2 32 (14.88%) SC Cleared
3 27 (12.56%) Degree
4 19 (8.84%) Computer Science Degree
5 15 (6.98%) Master's Degree
6 11 (5.12%) DV Cleared
7 7 (3.26%) BPSS Clearance
8 5 (2.33%) Azure Certification
9 3 (1.40%) AWS Certification
9 3 (1.40%) PhD
10 2 (0.93%) (ISC)2 CCSP
10 2 (0.93%) Cisco Certification
10 2 (0.93%) CISSP
10 2 (0.93%) MCITP
10 2 (0.93%) MCTS
10 2 (0.93%) Microsoft Certification
10 2 (0.93%) TOGAF Certification
11 1 (0.47%) HP APS
11 1 (0.47%) ISTQB
11 1 (0.47%) OCP
Quality Assurance & Compliance
1 48 (22.33%) Data Quality
2 17 (7.91%) GDPR
3 12 (5.58%) QA
4 5 (2.33%) ISO/IEC 27001
4 5 (2.33%) NIST
5 4 (1.86%) PCI DSS
6 3 (1.40%) California Consumer Privacy Act
6 3 (1.40%) Sarbanes-Oxley
7 2 (0.93%) Accessibility
7 2 (0.93%) Actionable Recommendations
8 1 (0.47%) HIPAA
8 1 (0.47%) IFRS
8 1 (0.47%) IFRS 17
8 1 (0.47%) ISO 13485
8 1 (0.47%) Solvency II
System Software
1 41 (19.07%) Docker
2 9 (4.19%) HDFS
3 3 (1.40%) Active Directory
4 1 (0.47%) Apache Flume
Systems Management
1 42 (19.53%) Kubernetes
2 26 (12.09%) Terraform
3 16 (7.44%) Grafana
4 9 (4.19%) Prometheus
5 7 (3.26%) Kibana
6 5 (2.33%) Ansible
7 3 (1.40%) Argo
7 3 (1.40%) Nagios
7 3 (1.40%) Rancher
8 2 (0.93%) HP ALM
9 1 (0.47%) Control-M
9 1 (0.47%) Kubeflow
9 1 (0.47%) logstash
9 1 (0.47%) Tivoli
Vendors
1 43 (20.00%) Databricks
2 16 (7.44%) Microsoft
3 13 (6.05%) Google
4 8 (3.72%) Ab Initio
4 8 (3.72%) Salesforce
5 7 (3.26%) Cloudera
6 6 (2.79%) Foundry
6 6 (2.79%) IBM
6 6 (2.79%) Informatica
6 6 (2.79%) Splunk
7 5 (2.33%) OpenAI
7 5 (2.33%) Teradata
8 4 (1.86%) Oracle
8 4 (1.86%) Palantir
9 2 (0.93%) HP
9 2 (0.93%) Salesforce Marketing Cloud
9 2 (0.93%) Sybase
9 2 (0.93%) Talend
10 1 (0.47%) Cisco
10 1 (0.47%) Guidewire