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 November 2025, with comparisons to the same periods in the previous two years.

6 months to
29 Nov 2025
Same period 2024 Same period 2023
Rank 319 206 229
Rank change year-on-year -113 +23 -58
Contract jobs citing Big Data 230 377 414
As % of all contract jobs in England 0.75% 1.22% 1.06%
As % of the Database & Business Intelligence category 4.29% 6.75% 6.38%
Number of daily rates quoted 182 225 259
10th Percentile £360 £363 £450
25th Percentile £410 £463 £500
Median daily rate (50th Percentile) £525 £575 £580
Median % change year-on-year -8.70% -0.86% -3.33%
75th Percentile £618 £700 £725
90th Percentile £768 £800 £828
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - -8.33%
Number of hourly rates quoted 0 5 23
10th Percentile - £27.25 £42.50
25th Percentile - £36.25 £46.18
Median hourly rate - £52.50 £51.06
Median % change year-on-year - +2.83% +29.86%
75th Percentile - £53.75 £78.00
90th Percentile - - £78.60
UK median hourly rate - £52.50 £65.00
% change year-on-year - -19.23% +65.33%

All Database and Business Intelligence 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 5,361 5,582 6,484
As % of all contract IT jobs advertised in England 17.45% 18.02% 16.64%
Number of daily rates quoted 3,738 3,726 4,621
10th Percentile £327 £350 £355
25th Percentile £411 £425 £450
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - -
75th Percentile £625 £663 £650
90th Percentile £725 £788 £750
UK median daily rate £500 £530 £533
% change year-on-year -5.57% -0.66% -3.09%
Number of hourly rates quoted 69 78 135
10th Percentile £21.15 £18.35 £18.84
25th Percentile £30.96 £24.88 £24.00
Median hourly rate £55.00 £38.00 £47.50
Median % change year-on-year +44.74% -20.00% -5.00%
75th Percentile £70.00 £60.55 £65.00
90th Percentile £86.30 £66.00 £78.00
UK median hourly rate £55.00 £31.55 £46.18
% change year-on-year +74.35% -31.69% -5.76%

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 November 2025.

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
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 November 2025. 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 -53 149 £550 - 62
South East -14 17 £450 -34.55% 53
Midlands -37 17 £420 -31.37% 6
North of England -50 16 £473 -5.50% 6
East Midlands -6 13 £420 -1.18%
North West -13 13 £473 +15.53% 4
South West -16 13 £525 -21.35% 2
East of England -17 5 £505 -20.78% 4
West Midlands -35 4 £402 -34.31% 6
North East -13 2 - - 2
Yorkshire -43 1 - -
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 97 (42.17%) Apache Spark
2 39 (16.96%) Apache
3 23 (10.00%) Apache Airflow
4 14 (6.09%) Confluence
5 3 (1.30%) Jupyter
6 2 (0.87%) Apache Pig
6 2 (0.87%) Luigi
6 2 (0.87%) SAS
7 1 (0.43%) Apache Superset
7 1 (0.43%) IIS
7 1 (0.43%) nginx
Applications
1 2 (0.87%) MS Visio
2 1 (0.43%) Microsoft Excel
2 1 (0.43%) Microsoft Office
2 1 (0.43%) Microsoft PowerPoint
Business Applications
1 3 (1.30%) Salesforce CRM
2 2 (0.87%) Distributed Ledger
3 1 (0.43%) Avolution ABACUS
Cloud Services
1 93 (40.43%) AWS
2 71 (30.87%) Azure
3 51 (22.17%) GCP
4 31 (13.48%) Serverless
5 26 (11.30%) Power Platform
6 21 (9.13%) GitHub
7 20 (8.70%) Amazon S3
8 18 (7.83%) Snowflake
9 11 (4.78%) Amazon SageMaker
9 11 (4.78%) GitHub Actions
10 10 (4.35%) AWS Lambda
10 10 (4.35%) Azure Data Factory
10 10 (4.35%) Azure DevOps
11 8 (3.48%) AWS Step Functions
11 8 (3.48%) Azure Synapse Analytics
12 7 (3.04%) Amazon ECS
13 5 (2.17%) Google Kubernetes Engine
13 5 (2.17%) Microsoft Copilot
14 4 (1.74%) Amazon Bedrock
14 4 (1.74%) ChatGPT
Communications & Networking
1 4 (1.74%) DNS
1 4 (1.74%) TCP/IP
2 3 (1.30%) SSH
3 2 (0.87%) Kerberos
3 2 (0.87%) SSL
3 2 (0.87%) VPN
4 1 (0.43%) HTTP
Database & Business Intelligence
1 85 (36.96%) Hadoop
2 43 (18.70%) Data Warehouse
3 33 (14.35%) Data Lake
4 30 (13.04%) NoSQL
5 26 (11.30%) Power BI
6 23 (10.00%) Apache Hive
7 22 (9.57%) Elasticsearch
7 22 (9.57%) Metadata
7 22 (9.57%) Relational Database
8 20 (8.70%) SQL Server
8 20 (8.70%) Tableau
9 17 (7.39%) BigQuery
10 16 (6.96%) PostgreSQL
11 13 (5.65%) HBase
12 12 (5.22%) RDBMS
13 11 (4.78%) Impala
14 9 (3.91%) Amazon Athena
15 8 (3.48%) Delta Lake
16 7 (3.04%) Data Vault
17 6 (2.61%) Azure SQL Database
Development Applications
1 29 (12.61%) Git
2 25 (10.87%) JIRA
3 18 (7.83%) Jenkins
4 17 (7.39%) GitLab
5 9 (3.91%) MLflow
6 6 (2.61%) ERwin
7 4 (1.74%) ER Studio
7 4 (1.74%) Gradle
8 3 (1.30%) Maven
8 3 (1.30%) Poetry
8 3 (1.30%) SonarQube
8 3 (1.30%) Sonatype Nexus
9 2 (0.87%) Cypress.io
9 2 (0.87%) PyCharm
9 2 (0.87%) Team Foundation Server
9 2 (0.87%) Visual Studio Code
10 1 (0.43%) Artifactory
10 1 (0.43%) Cucumber
10 1 (0.43%) Gatling
10 1 (0.43%) Visual Studio Coded UI
General
1 66 (28.70%) Social Skills
2 64 (27.83%) Finance
3 41 (17.83%) Analytical Skills
4 26 (11.30%) Banking
5 14 (6.09%) Public Sector
6 8 (3.48%) Telecoms
7 5 (2.17%) Financial Institution
8 4 (1.74%) Influencing Skills
8 4 (1.74%) Investment Banking
9 3 (1.30%) Inclusion and Diversity
10 2 (0.87%) Manufacturing
10 2 (0.87%) Marketing
10 2 (0.87%) Retail
11 1 (0.43%) Advertising
11 1 (0.43%) Corporate Banking
11 1 (0.43%) Front Office
11 1 (0.43%) General Ledger
11 1 (0.43%) Legal
11 1 (0.43%) Presentation Skills
11 1 (0.43%) Retail Banking
Job Titles
1 63 (27.39%) Data Engineer
2 38 (16.52%) Senior
3 30 (13.04%) Developer
4 25 (10.87%) Architect
5 23 (10.00%) Data Scientist
6 18 (7.83%) Lead
7 15 (6.52%) Data Architect
7 15 (6.52%) Software Engineer
8 9 (3.91%) Analyst
8 9 (3.91%) Azure Engineer
8 9 (3.91%) Senior Software Engineer
9 8 (3.48%) Java Engineer
9 8 (3.48%) Scala Developer
9 8 (3.48%) Senior Data Engineer
10 7 (3.04%) AWS Engineer
10 7 (3.04%) Big Data Engineer
10 7 (3.04%) Machine Learning Engineer
11 6 (2.61%) Data Modeller
11 6 (2.61%) Hadoop Developer
11 6 (2.61%) Senior Developer
Libraries, Frameworks & Software Standards
1 54 (23.48%) Kafka
2 27 (11.74%) Apache NiFi
2 27 (11.74%) PySpark
3 20 (8.70%) Pandas
3 20 (8.70%) scikit-learn
4 14 (6.09%) .NET
4 14 (6.09%) NumPy
5 11 (4.78%) HTML
5 11 (4.78%) PyTorch
5 11 (4.78%) RabbitMQ
5 11 (4.78%) React
5 11 (4.78%) TensorFlow
6 10 (4.35%) Flask
6 10 (4.35%) JSON
7 9 (3.91%) XML
8 8 (3.48%) Spark Streaming
9 7 (3.04%) Elastic Stack
10 6 (2.61%) RESTful
11 5 (2.17%) pytest
11 5 (2.17%) Spring
Miscellaneous
1 19 (8.26%) Distributed Computing
2 17 (7.39%) Algorithms
3 16 (6.96%) Cloud Native
4 7 (3.04%) Data Structures
4 7 (3.04%) Distributed Systems
5 6 (2.61%) Data Protection Act
5 6 (2.61%) Hybrid Cloud
6 5 (2.17%) Analytical Mindset
7 4 (1.74%) Derivative
7 4 (1.74%) Management Information System
8 3 (1.30%) Credit Risk
8 3 (1.30%) Data Centre
8 3 (1.30%) Legacy Systems
8 3 (1.30%) Product Ownership
9 2 (0.87%) Fixed Income
9 2 (0.87%) Foreign Exchange (FX)
9 2 (0.87%) Hedge funds
9 2 (0.87%) Onboarding
9 2 (0.87%) Reference Data
10 1 (0.43%) Equities
Operating Systems
1 23 (10.00%) Linux
2 10 (4.35%) Unix
3 6 (2.61%) Windows
4 3 (1.30%) Red Hat Enterprise Linux
Processes & Methodologies
1 76 (33.04%) Agile
2 70 (30.43%) Data Modelling
3 68 (29.57%) ETL
4 67 (29.13%) Data Pipeline
5 66 (28.70%) Analytics
6 61 (26.52%) Data Engineering
7 60 (26.09%) Machine Learning
8 56 (24.35%) Data Science
9 51 (22.17%) CI/CD
10 50 (21.74%) Data Governance
10 50 (21.74%) Problem-Solving
11 41 (17.83%) AI
12 39 (16.96%) Software Engineering
13 35 (15.22%) Decision-Making
13 35 (15.22%) DevOps
13 35 (15.22%) Microservices
14 33 (14.35%) Business Intelligence
14 33 (14.35%) Containerisation
14 33 (14.35%) Visualisation
15 28 (12.17%) Scrum
Programming Languages
1 158 (68.70%) Python
2 115 (50.00%) SQL
3 48 (20.87%) Java
4 30 (13.04%) Scala
5 20 (8.70%) R
6 19 (8.26%) C++
7 15 (6.52%) C#
7 15 (6.52%) JavaScript
8 11 (4.78%) Bash
9 5 (2.17%) C
10 4 (1.74%) Shell Script
11 3 (1.30%) Groovy
11 3 (1.30%) Perl
11 3 (1.30%) PL/SQL
11 3 (1.30%) PowerShell
12 2 (0.87%) T-SQL
13 1 (0.43%) CodeQL
13 1 (0.43%) Go
13 1 (0.43%) Korn
13 1 (0.43%) Kusto Query Language
Qualifications
1 46 (20.00%) Security Cleared
2 36 (15.65%) SC Cleared
3 28 (12.17%) Degree
4 26 (11.30%) DV Cleared
5 16 (6.96%) Master's Degree
6 14 (6.09%) Computer Science Degree
7 6 (2.61%) PhD
8 5 (2.17%) Azure Certification
9 4 (1.74%) AWS Certification
10 3 (1.30%) BPSS Clearance
11 2 (0.87%) CISSP
12 1 (0.43%) HP APS
12 1 (0.43%) ITIL Certification
12 1 (0.43%) Microsoft Certification
12 1 (0.43%) OCP
12 1 (0.43%) Oracle Certification
12 1 (0.43%) Postgraduate
12 1 (0.43%) Tableau Certification
Quality Assurance & Compliance
1 47 (20.43%) Data Quality
2 16 (6.96%) GDPR
3 10 (4.35%) QA
4 4 (1.74%) California Consumer Privacy Act
5 3 (1.30%) Accessibility
6 1 (0.43%) HIPAA
6 1 (0.43%) IFRS
6 1 (0.43%) IFRS 17
6 1 (0.43%) PCI DSS
6 1 (0.43%) Solvency II
System Software
1 32 (13.91%) Docker
2 12 (5.22%) HDFS
3 1 (0.43%) Virtual Machines
Systems Management
1 36 (15.65%) Kubernetes
2 15 (6.52%) Terraform
3 8 (3.48%) Argo
3 8 (3.48%) Grafana
4 7 (3.04%) Ansible
5 4 (1.74%) Hadoop YARN
5 4 (1.74%) Prometheus
6 3 (1.30%) Istio
6 3 (1.30%) Kibana
6 3 (1.30%) Oozie
7 2 (0.87%) logstash
7 2 (0.87%) Nagios
7 2 (0.87%) Progress Chef
7 2 (0.87%) Rancher
8 1 (0.43%) HP ALM
8 1 (0.43%) Kubeflow
8 1 (0.43%) Puppet
8 1 (0.43%) Single Sign-On
8 1 (0.43%) Tivoli
Vendors
1 37 (16.09%) Databricks
2 26 (11.30%) Google
3 21 (9.13%) Cloudera
4 20 (8.70%) Microsoft
5 14 (6.09%) Foundry
5 14 (6.09%) Palantir
6 6 (2.61%) Oracle
7 4 (1.74%) Ab Initio
7 4 (1.74%) Sage
8 3 (1.30%) Informatica
8 3 (1.30%) Salesforce
9 2 (0.87%) Bloomberg
9 2 (0.87%) IBM
9 2 (0.87%) OpenAI
9 2 (0.87%) Red Hat
9 2 (0.87%) Refinitiv
9 2 (0.87%) Splunk
9 2 (0.87%) Vertica
10 1 (0.43%) ServiceNow
10 1 (0.43%) Talend