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

6 months to
23 Nov 2025
Same period 2024 Same period 2023
Rank 332 205 238
Rank change year-on-year -127 +33 -68
Contract jobs citing Big Data 225 385 408
As % of all contract jobs in England 0.74% 1.23% 1.03%
As % of the Database & Business Intelligence category 4.21% 6.88% 6.24%
Number of daily rates quoted 178 237 256
10th Percentile £363 £346 £450
25th Percentile £413 £450 £500
Median daily rate (50th Percentile) £525 £565 £575
Median % change year-on-year -7.08% -1.74% -4.17%
75th Percentile £656 £700 £702
90th Percentile £772 £800 £825
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - -8.33%
Number of hourly rates quoted 0 4 22
10th Percentile - £25.75 £42.55
25th Percentile - £32.50 £46.18
Median hourly rate - £45.00 £58.03
Median % change year-on-year - -22.45% +47.60%
75th Percentile - £53.75 £78.00
90th Percentile - - £78.68
UK median hourly rate - £45.00 £68.50
% change year-on-year - -34.31% +74.23%

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 5,344 5,598 6,540
As % of all contract IT jobs advertised in England 17.58% 17.81% 16.59%
Number of daily rates quoted 3,715 3,742 4,649
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 £534
% change year-on-year -5.66% -0.75% -2.91%
Number of hourly rates quoted 77 79 136
10th Percentile £20.91 £18.00 £18.91
25th Percentile £29.25 £24.88 £24.37
Median hourly rate £45.00 £35.00 £47.70
Median % change year-on-year +28.57% -26.62% -4.50%
75th Percentile £65.00 £57.85 £65.00
90th Percentile £85.40 £65.20 £78.00
UK median hourly rate £44.25 £30.59 £47.50
% change year-on-year +44.66% -35.60% +5.56%

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 23 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 23 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 -75 140 £550 - 40
South East -11 21 £475 -12.84% 35
Midlands -36 17 £420 -31.37% 9
North of England -43 16 £473 -5.50% 10
East Midlands -4 13 £420 -1.18% 4
North West -9 13 £473 +15.53% 8
South West -26 13 £525 -21.35% 2
East of England -15 5 £505 -19.20% 6
West Midlands -31 4 £402 -34.31% 4
North East -12 2 - - 2
Yorkshire -45 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 92 (40.89%) Apache Spark
2 39 (17.33%) Apache
3 22 (9.78%) Apache Airflow
4 14 (6.22%) Confluence
5 3 (1.33%) Jupyter
6 2 (0.89%) Apache Pig
6 2 (0.89%) Luigi
6 2 (0.89%) SAS
7 1 (0.44%) Apache Superset
7 1 (0.44%) IIS
7 1 (0.44%) nginx
Applications
1 2 (0.89%) MS Visio
2 1 (0.44%) Microsoft Excel
2 1 (0.44%) Microsoft Office
2 1 (0.44%) Microsoft PowerPoint
Business Applications
1 3 (1.33%) Avolution ABACUS
1 3 (1.33%) Salesforce CRM
2 2 (0.89%) Distributed Ledger
Cloud Services
1 95 (42.22%) AWS
2 72 (32.00%) Azure
3 52 (23.11%) GCP
4 31 (13.78%) Serverless
5 25 (11.11%) Power Platform
6 20 (8.89%) Amazon S3
7 19 (8.44%) GitHub
7 19 (8.44%) Snowflake
8 11 (4.89%) Amazon SageMaker
9 10 (4.44%) AWS Lambda
9 10 (4.44%) GitHub Actions
10 8 (3.56%) AWS Step Functions
10 8 (3.56%) Azure Data Factory
10 8 (3.56%) Azure DevOps
11 7 (3.11%) Amazon ECS
11 7 (3.11%) Azure Synapse Analytics
12 5 (2.22%) Google Kubernetes Engine
12 5 (2.22%) Microsoft Copilot
13 4 (1.78%) Amazon Bedrock
13 4 (1.78%) ChatGPT
Communications & Networking
1 4 (1.78%) DNS
1 4 (1.78%) TCP/IP
2 3 (1.33%) SSH
3 2 (0.89%) Kerberos
3 2 (0.89%) SSL
3 2 (0.89%) VPN
4 1 (0.44%) HTTP
Database & Business Intelligence
1 83 (36.89%) Hadoop
2 39 (17.33%) Data Warehouse
3 32 (14.22%) Data Lake
4 29 (12.89%) NoSQL
5 25 (11.11%) Power BI
6 23 (10.22%) Apache Hive
7 22 (9.78%) Elasticsearch
8 21 (9.33%) Metadata
8 21 (9.33%) Relational Database
9 20 (8.89%) SQL Server
9 20 (8.89%) Tableau
10 17 (7.56%) BigQuery
11 16 (7.11%) PostgreSQL
12 13 (5.78%) HBase
13 12 (5.33%) RDBMS
14 11 (4.89%) Impala
15 9 (4.00%) Amazon Athena
16 7 (3.11%) Data Vault
16 7 (3.11%) Delta Lake
17 6 (2.67%) SQL Server Integration Services
Development Applications
1 29 (12.89%) Git
2 23 (10.22%) JIRA
3 17 (7.56%) GitLab
4 16 (7.11%) Jenkins
5 9 (4.00%) MLflow
6 6 (2.67%) ERwin
7 4 (1.78%) ER Studio
7 4 (1.78%) Gradle
8 3 (1.33%) Maven
8 3 (1.33%) SonarQube
8 3 (1.33%) Sonatype Nexus
9 2 (0.89%) Cypress.io
9 2 (0.89%) Poetry
9 2 (0.89%) PyCharm
9 2 (0.89%) Visual Studio Code
10 1 (0.44%) Artifactory
10 1 (0.44%) Cucumber
10 1 (0.44%) Gatling
10 1 (0.44%) JMeter
10 1 (0.44%) JUnit
General
1 63 (28.00%) Finance
2 61 (27.11%) Social Skills
3 41 (18.22%) Analytical Skills
4 27 (12.00%) Banking
5 11 (4.89%) Public Sector
6 10 (4.44%) Telecoms
7 7 (3.11%) Financial Institution
8 4 (1.78%) Influencing Skills
8 4 (1.78%) Investment Banking
8 4 (1.78%) Retail
9 3 (1.33%) General Ledger
10 2 (0.89%) Inclusion and Diversity
10 2 (0.89%) Manufacturing
10 2 (0.89%) Marketing
11 1 (0.44%) Advertising
11 1 (0.44%) Agriculture
11 1 (0.44%) Corporate Banking
11 1 (0.44%) Legal
11 1 (0.44%) Organisational Skills
11 1 (0.44%) Retail Banking
Job Titles
1 59 (26.22%) Data Engineer
2 35 (15.56%) Senior
3 29 (12.89%) Architect
4 28 (12.44%) Developer
5 22 (9.78%) Data Scientist
6 17 (7.56%) Lead
7 15 (6.67%) Data Architect
7 15 (6.67%) Software Engineer
8 10 (4.44%) Analyst
8 10 (4.44%) Solutions Architect
9 9 (4.00%) Senior Software Engineer
10 8 (3.56%) Java Engineer
10 8 (3.56%) Scala Developer
11 7 (3.11%) Big Data Engineer
11 7 (3.11%) Senior Data Engineer
12 6 (2.67%) AWS Engineer
12 6 (2.67%) Azure Engineer
12 6 (2.67%) Data Modeller
12 6 (2.67%) Hadoop Developer
12 6 (2.67%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 54 (24.00%) Kafka
2 27 (12.00%) Apache NiFi
3 25 (11.11%) PySpark
4 20 (8.89%) scikit-learn
5 19 (8.44%) Pandas
6 14 (6.22%) .NET
7 13 (5.78%) NumPy
8 11 (4.89%) HTML
8 11 (4.89%) PyTorch
8 11 (4.89%) RabbitMQ
8 11 (4.89%) React
8 11 (4.89%) TensorFlow
9 10 (4.44%) JSON
10 9 (4.00%) Flask
11 8 (3.56%) Spark Streaming
12 7 (3.11%) Elastic Stack
12 7 (3.11%) XML
13 6 (2.67%) RESTful
14 5 (2.22%) pytest
14 5 (2.22%) Spring
Miscellaneous
1 18 (8.00%) Distributed Computing
2 17 (7.56%) Algorithms
3 16 (7.11%) Cloud Native
4 7 (3.11%) Data Structures
4 7 (3.11%) Distributed Systems
5 5 (2.22%) Analytical Mindset
5 5 (2.22%) Data Protection Act
6 4 (1.78%) Credit Risk
6 4 (1.78%) Derivative
6 4 (1.78%) Hybrid Cloud
7 3 (1.33%) Data Centre
7 3 (1.33%) Legacy Systems
8 2 (0.89%) Fixed Income
8 2 (0.89%) Foreign Exchange (FX)
8 2 (0.89%) Hedge funds
8 2 (0.89%) Management Information System
8 2 (0.89%) Market Risk
8 2 (0.89%) Onboarding
8 2 (0.89%) Product Ownership
8 2 (0.89%) Reference Data
Operating Systems
1 22 (9.78%) Linux
2 10 (4.44%) Unix
3 6 (2.67%) Windows
4 3 (1.33%) Red Hat Enterprise Linux
Processes & Methodologies
1 69 (30.67%) Agile
2 67 (29.78%) Data Modelling
3 64 (28.44%) ETL
4 63 (28.00%) Analytics
5 62 (27.56%) Data Pipeline
6 59 (26.22%) Machine Learning
7 58 (25.78%) Data Engineering
8 53 (23.56%) Data Science
9 48 (21.33%) CI/CD
10 46 (20.44%) Data Governance
11 45 (20.00%) Problem-Solving
12 42 (18.67%) AI
13 38 (16.89%) Software Engineering
14 36 (16.00%) Microservices
15 33 (14.67%) Decision-Making
16 32 (14.22%) Containerisation
17 31 (13.78%) DevOps
17 31 (13.78%) Visualisation
18 30 (13.33%) Business Intelligence
19 27 (12.00%) Scrum
Programming Languages
1 155 (68.89%) Python
2 109 (48.44%) SQL
3 48 (21.33%) Java
4 28 (12.44%) Scala
5 19 (8.44%) C++
6 18 (8.00%) R
7 14 (6.22%) C#
8 13 (5.78%) JavaScript
9 10 (4.44%) Bash
10 5 (2.22%) C
11 4 (1.78%) Shell Script
12 3 (1.33%) Groovy
12 3 (1.33%) Perl
13 2 (0.89%) PL/SQL
13 2 (0.89%) PowerShell
14 1 (0.44%) CodeQL
14 1 (0.44%) Go
14 1 (0.44%) Korn
14 1 (0.44%) Kusto Query Language
14 1 (0.44%) T-SQL
Qualifications
1 42 (18.67%) Security Cleared
2 33 (14.67%) SC Cleared
3 26 (11.56%) DV Cleared
4 24 (10.67%) Degree
5 15 (6.67%) Master's Degree
6 11 (4.89%) Computer Science Degree
7 5 (2.22%) PhD
8 4 (1.78%) AWS Certification
8 4 (1.78%) Azure Certification
9 2 (0.89%) CISSP
10 1 (0.44%) BPSS Clearance
10 1 (0.44%) ITIL Certification
10 1 (0.44%) Microsoft Certification
10 1 (0.44%) OCP
10 1 (0.44%) Oracle Certification
10 1 (0.44%) Postgraduate
10 1 (0.44%) Tableau Certification
Quality Assurance & Compliance
1 45 (20.00%) Data Quality
2 15 (6.67%) GDPR
3 10 (4.44%) QA
4 4 (1.78%) California Consumer Privacy Act
5 3 (1.33%) Accessibility
6 1 (0.44%) IFRS
6 1 (0.44%) IFRS 17
6 1 (0.44%) PCI DSS
6 1 (0.44%) Solvency II
System Software
1 30 (13.33%) Docker
2 12 (5.33%) HDFS
3 1 (0.44%) Virtual Machines
Systems Management
1 34 (15.11%) Kubernetes
2 15 (6.67%) Terraform
3 8 (3.56%) Argo
3 8 (3.56%) Grafana
4 7 (3.11%) Ansible
5 4 (1.78%) Hadoop YARN
5 4 (1.78%) Prometheus
6 3 (1.33%) Istio
6 3 (1.33%) Kibana
6 3 (1.33%) Oozie
7 2 (0.89%) logstash
7 2 (0.89%) Nagios
7 2 (0.89%) Progress Chef
7 2 (0.89%) Rancher
8 1 (0.44%) Kubeflow
8 1 (0.44%) Puppet
8 1 (0.44%) Single Sign-On
8 1 (0.44%) Tivoli
Vendors
1 34 (15.11%) Databricks
2 26 (11.56%) Google
3 21 (9.33%) Cloudera
4 19 (8.44%) Microsoft
5 14 (6.22%) Foundry
5 14 (6.22%) Palantir
6 6 (2.67%) Oracle
7 4 (1.78%) Ab Initio
7 4 (1.78%) Sage
8 3 (1.33%) Informatica
8 3 (1.33%) Salesforce
9 2 (0.89%) Bloomberg
9 2 (0.89%) OpenAI
9 2 (0.89%) Red Hat
9 2 (0.89%) Refinitiv
9 2 (0.89%) Splunk
9 2 (0.89%) Vertica
10 1 (0.44%) PayPal
10 1 (0.44%) ServiceNow
10 1 (0.44%) SnapLogic