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

6 months to
20 Nov 2025
Same period 2024 Same period 2023
Rank 327 200 234
Rank change year-on-year -127 +34 -69
Contract jobs citing Big Data 224 389 406
As % of all contract jobs in England 0.74% 1.25% 1.04%
As % of the Database & Business Intelligence category 4.16% 7.07% 6.27%
Number of daily rates quoted 176 242 252
10th Percentile £369 £350 £450
25th Percentile £413 £450 £500
Median daily rate (50th Percentile) £525 £565 £570
Median % change year-on-year -7.08% -0.88% -5.00%
75th Percentile £648 £700 £700
90th Percentile £773 £811 £825
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - -8.33%
Number of hourly rates quoted 0 4 25
10th Percentile - £25.75 £42.71
25th Percentile - £32.50 £46.18
Median hourly rate - £45.00 £72.00
Median % change year-on-year - -37.50% +83.14%
75th Percentile - £53.75 £78.00
90th Percentile - - £88.00
UK median hourly rate - £45.00 £72.00
% change year-on-year - -37.50% +83.14%

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 5,383 5,503 6,478
As % of all contract IT jobs advertised in England 17.66% 17.72% 16.60%
Number of daily rates quoted 3,733 3,689 4,603
10th Percentile £328 £340 £351
25th Percentile £413 £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 -5.66% -0.56% -3.09%
Number of hourly rates quoted 80 75 137
10th Percentile £20.74 £17.70 £18.98
25th Percentile £29.19 £22.20 £24.75
Median hourly rate £44.25 £33.93 £47.90
Median % change year-on-year +30.42% -29.16% -0.10%
75th Percentile £65.00 £52.38 £68.75
90th Percentile £85.10 £65.00 £78.00
UK median hourly rate £43.50 £30.00 £47.50
% change year-on-year +45.00% -36.84% +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 20 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 20 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 -96 139 £550 - 149
South East -13 21 £475 -12.04% 59
Midlands -29 18 £420 -31.37% 15
North of England -54 15 £500 - 19
East Midlands -11 13 £420 -1.18% 5
South West -28 13 £525 -21.35% 6
North West -12 12 £500 +22.25% 14
East of England -22 5 £505 -19.20% 18
West Midlands -42 5 £402 -34.31% 9
North East -14 2 - - 2
Yorkshire -52 1 - - 3
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 (41.07%) Apache Spark
2 38 (16.96%) Apache
3 22 (9.82%) Apache Airflow
4 14 (6.25%) Confluence
5 3 (1.34%) Jupyter
6 2 (0.89%) Apache Pig
6 2 (0.89%) Luigi
6 2 (0.89%) SAS
7 1 (0.45%) Apache Superset
7 1 (0.45%) IIS
7 1 (0.45%) nginx
Applications
1 2 (0.89%) MS Visio
2 1 (0.45%) Microsoft Excel
2 1 (0.45%) Microsoft Office
2 1 (0.45%) Microsoft PowerPoint
Business Applications
1 3 (1.34%) Avolution ABACUS
1 3 (1.34%) Salesforce CRM
2 2 (0.89%) Distributed Ledger
Cloud Services
1 94 (41.96%) AWS
2 73 (32.59%) Azure
3 52 (23.21%) GCP
4 30 (13.39%) Serverless
5 26 (11.61%) Power Platform
6 20 (8.93%) Amazon S3
7 19 (8.48%) GitHub
7 19 (8.48%) Snowflake
8 11 (4.91%) Amazon SageMaker
9 10 (4.46%) AWS Lambda
9 10 (4.46%) GitHub Actions
10 9 (4.02%) Azure Data Factory
11 8 (3.57%) AWS Step Functions
11 8 (3.57%) Azure DevOps
11 8 (3.57%) Azure Synapse Analytics
12 7 (3.13%) Amazon ECS
13 5 (2.23%) Google Kubernetes Engine
13 5 (2.23%) Microsoft Copilot
14 4 (1.79%) Amazon Bedrock
14 4 (1.79%) ChatGPT
Communications & Networking
1 4 (1.79%) DNS
1 4 (1.79%) TCP/IP
2 3 (1.34%) SSH
3 2 (0.89%) Kerberos
3 2 (0.89%) SSL
3 2 (0.89%) VPN
4 1 (0.45%) HTTP
4 1 (0.45%) Internet
Database & Business Intelligence
1 83 (37.05%) Hadoop
2 39 (17.41%) Data Warehouse
3 32 (14.29%) Data Lake
4 29 (12.95%) NoSQL
5 26 (11.61%) Power BI
6 23 (10.27%) Apache Hive
7 22 (9.82%) Elasticsearch
7 22 (9.82%) Relational Database
8 21 (9.38%) Metadata
8 21 (9.38%) SQL Server
8 21 (9.38%) Tableau
9 17 (7.59%) BigQuery
10 16 (7.14%) PostgreSQL
11 13 (5.80%) HBase
12 12 (5.36%) RDBMS
13 11 (4.91%) Impala
14 9 (4.02%) Amazon Athena
15 7 (3.13%) Data Vault
15 7 (3.13%) Delta Lake
16 6 (2.68%) MongoDB
Development Applications
1 30 (13.39%) Git
2 22 (9.82%) JIRA
3 16 (7.14%) GitLab
3 16 (7.14%) Jenkins
4 9 (4.02%) MLflow
5 6 (2.68%) ERwin
6 4 (1.79%) ER Studio
6 4 (1.79%) Gradle
7 3 (1.34%) Maven
7 3 (1.34%) SonarQube
7 3 (1.34%) Sonatype Nexus
8 2 (0.89%) Cypress.io
8 2 (0.89%) Poetry
8 2 (0.89%) PyCharm
8 2 (0.89%) Visual Studio Code
9 1 (0.45%) Artifactory
9 1 (0.45%) Cucumber
9 1 (0.45%) Gatling
9 1 (0.45%) JMeter
9 1 (0.45%) PowerDesigner
General
1 63 (28.13%) Finance
2 61 (27.23%) Social Skills
3 42 (18.75%) Analytical Skills
4 27 (12.05%) Banking
5 11 (4.91%) Public Sector
6 10 (4.46%) Telecoms
7 7 (3.13%) Financial Institution
8 4 (1.79%) Influencing Skills
8 4 (1.79%) Investment Banking
8 4 (1.79%) Retail
9 3 (1.34%) General Ledger
10 2 (0.89%) Inclusion and Diversity
10 2 (0.89%) Manufacturing
10 2 (0.89%) Marketing
11 1 (0.45%) Advertising
11 1 (0.45%) Agriculture
11 1 (0.45%) Front Office
11 1 (0.45%) Legal
11 1 (0.45%) Organisational Skills
11 1 (0.45%) Presentation Skills
Job Titles
1 60 (26.79%) Data Engineer
2 34 (15.18%) Senior
3 30 (13.39%) Architect
4 27 (12.05%) Developer
5 22 (9.82%) Data Scientist
6 17 (7.59%) Lead
7 16 (7.14%) Data Architect
8 14 (6.25%) Software Engineer
9 10 (4.46%) Analyst
9 10 (4.46%) Solutions Architect
10 8 (3.57%) Java Engineer
10 8 (3.57%) Scala Developer
10 8 (3.57%) Senior Software Engineer
11 7 (3.13%) Azure Engineer
11 7 (3.13%) Big Data Engineer
11 7 (3.13%) Senior Data Engineer
12 6 (2.68%) AWS Engineer
12 6 (2.68%) Data Analyst
12 6 (2.68%) Hadoop Developer
12 6 (2.68%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 54 (24.11%) Kafka
2 26 (11.61%) Apache NiFi
3 25 (11.16%) PySpark
4 20 (8.93%) scikit-learn
5 19 (8.48%) Pandas
6 13 (5.80%) .NET
6 13 (5.80%) NumPy
7 11 (4.91%) HTML
7 11 (4.91%) PyTorch
7 11 (4.91%) RabbitMQ
7 11 (4.91%) TensorFlow
8 10 (4.46%) JSON
8 10 (4.46%) React
9 9 (4.02%) Flask
10 8 (3.57%) Spark Streaming
11 7 (3.13%) Elastic Stack
11 7 (3.13%) XML
12 5 (2.23%) pytest
12 5 (2.23%) RESTful
12 5 (2.23%) Spring
Miscellaneous
1 18 (8.04%) Distributed Computing
2 17 (7.59%) Algorithms
3 16 (7.14%) Cloud Native
4 7 (3.13%) Data Structures
4 7 (3.13%) Distributed Systems
5 5 (2.23%) Analytical Mindset
5 5 (2.23%) Data Protection Act
6 4 (1.79%) Credit Risk
6 4 (1.79%) Derivative
6 4 (1.79%) Hybrid Cloud
7 3 (1.34%) Data Centre
7 3 (1.34%) Legacy Systems
8 2 (0.89%) Data Fabric
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 (9.82%) Linux
2 9 (4.02%) Unix
3 6 (2.68%) Windows
4 3 (1.34%) Red Hat Enterprise Linux
Processes & Methodologies
1 68 (30.36%) Data Modelling
2 66 (29.46%) Agile
3 64 (28.57%) Analytics
3 64 (28.57%) ETL
4 63 (28.13%) Data Pipeline
5 61 (27.23%) Machine Learning
6 58 (25.89%) Data Engineering
7 55 (24.55%) Data Science
8 49 (21.88%) CI/CD
9 47 (20.98%) Data Governance
10 45 (20.09%) Problem-Solving
11 43 (19.20%) AI
12 37 (16.52%) Software Engineering
13 34 (15.18%) Microservices
14 33 (14.73%) Decision-Making
15 32 (14.29%) Visualisation
16 31 (13.84%) Business Intelligence
16 31 (13.84%) Containerisation
16 31 (13.84%) DevOps
17 26 (11.61%) Scrum
Programming Languages
1 154 (68.75%) Python
2 111 (49.55%) SQL
3 45 (20.09%) Java
4 28 (12.50%) Scala
5 18 (8.04%) C++
5 18 (8.04%) R
6 14 (6.25%) C#
7 12 (5.36%) JavaScript
8 9 (4.02%) Bash
9 5 (2.23%) C
10 3 (1.34%) Groovy
10 3 (1.34%) Perl
10 3 (1.34%) Shell Script
11 2 (0.89%) PL/SQL
11 2 (0.89%) PowerShell
12 1 (0.45%) CodeQL
12 1 (0.45%) Go
12 1 (0.45%) Korn
12 1 (0.45%) Kusto Query Language
12 1 (0.45%) T-SQL
Qualifications
1 41 (18.30%) Security Cleared
2 33 (14.73%) SC Cleared
3 25 (11.16%) Degree
4 24 (10.71%) DV Cleared
5 16 (7.14%) Master's Degree
6 12 (5.36%) Computer Science Degree
7 5 (2.23%) PhD
8 4 (1.79%) AWS Certification
8 4 (1.79%) Azure Certification
9 2 (0.89%) CISSP
10 1 (0.45%) BPSS Clearance
10 1 (0.45%) ITIL Certification
10 1 (0.45%) Microsoft Certification
10 1 (0.45%) OCP
10 1 (0.45%) Oracle Certification
10 1 (0.45%) Postgraduate
10 1 (0.45%) Tableau Certification
Quality Assurance & Compliance
1 47 (20.98%) Data Quality
2 15 (6.70%) GDPR
3 10 (4.46%) QA
4 4 (1.79%) California Consumer Privacy Act
5 3 (1.34%) Accessibility
6 1 (0.45%) IFRS
6 1 (0.45%) IFRS 17
6 1 (0.45%) PCI DSS
6 1 (0.45%) Solvency II
System Software
1 30 (13.39%) Docker
2 12 (5.36%) HDFS
3 1 (0.45%) Virtual Machines
Systems Management
1 33 (14.73%) Kubernetes
2 15 (6.70%) Terraform
3 7 (3.13%) Argo
3 7 (3.13%) Grafana
4 6 (2.68%) Ansible
5 4 (1.79%) Hadoop YARN
6 3 (1.34%) Istio
6 3 (1.34%) Kibana
6 3 (1.34%) Oozie
6 3 (1.34%) Prometheus
7 2 (0.89%) logstash
7 2 (0.89%) Progress Chef
8 1 (0.45%) Kubeflow
8 1 (0.45%) Nagios
8 1 (0.45%) Puppet
8 1 (0.45%) Rancher
8 1 (0.45%) Single Sign-On
Vendors
1 35 (15.63%) Databricks
2 26 (11.61%) Google
3 21 (9.38%) Cloudera
4 20 (8.93%) Microsoft
5 14 (6.25%) Foundry
5 14 (6.25%) Palantir
6 6 (2.68%) Oracle
7 4 (1.79%) Sage
8 3 (1.34%) Ab Initio
8 3 (1.34%) Salesforce
9 2 (0.89%) Bloomberg
9 2 (0.89%) Informatica
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 (0.45%) ServiceNow
10 1 (0.45%) SnapLogic
10 1 (0.45%) Talend