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

6 months to
21 Dec 2025
Same period 2024 Same period 2023
Rank 334 234 231
Rank change year-on-year -100 -3 -57
Contract jobs citing Big Data 221 315 392
As % of all contract jobs in England 0.70% 1.09% 1.06%
As % of the Database & Business Intelligence category 4.11% 6.03% 6.31%
Number of daily rates quoted 174 192 255
10th Percentile £350 £370 £426
25th Percentile £402 £472 £500
Median daily rate (50th Percentile) £503 £573 £550
Median % change year-on-year -12.23% +4.09% -8.33%
75th Percentile £613 £700 £700
90th Percentile £746 £774 £788
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -8.33%
Number of hourly rates quoted 0 4 22
10th Percentile - £30.25 £28.98
25th Percentile - £43.75 £42.63
Median hourly rate - £52.50 £46.18
Median % change year-on-year - +13.69% +5.84%
75th Percentile - £53.75 £76.50
90th Percentile - - £78.68
UK median hourly rate - £52.50 £48.09
% change year-on-year - +9.17% +10.22%

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 5,373 5,226 6,210
As % of all contract IT jobs advertised in England 17.13% 18.15% 16.77%
Number of daily rates quoted 3,741 3,479 4,440
10th Percentile £325 £350 £358
25th Percentile £410 £425 £450
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - -
75th Percentile £618 £663 £660
90th Percentile £723 £788 £750
UK median daily rate £500 £525 £534
% change year-on-year -4.76% -1.69% -2.91%
Number of hourly rates quoted 75 74 127
10th Percentile £20.70 £18.74 £17.79
25th Percentile £29.13 £23.10 £25.32
Median hourly rate £48.72 £38.00 £46.18
Median % change year-on-year +28.21% -17.71% -12.04%
75th Percentile £65.00 £64.67 £64.52
90th Percentile £84.60 £66.00 £78.00
UK median hourly rate £47.61 £30.40 £46.18
% change year-on-year +56.61% -34.17% -8.60%

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 21 December 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 21 December 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 -49 141 £550 - 30
Midlands -28 19 £420 -31.37%
South East -28 18 £425 -38.74% 24
East Midlands -11 14 £420 -13.85%
North of England -43 14 £473 -12.09% 10
North West -18 13 £473 -12.82% 5
South West -31 12 £525 -21.35% 2
West Midlands -30 5 £402 -34.31%
East of England -25 4 £505 -22.31% 7
Yorkshire -53 1 - - 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
1 100 (45.25%) Apache Spark
2 37 (16.74%) Apache
3 23 (10.41%) Apache Airflow
4 17 (7.69%) Confluence
5 2 (0.90%) Apache Pig
5 2 (0.90%) Jupyter
5 2 (0.90%) SAS
5 2 (0.90%) SharePoint
6 1 (0.45%) Apache Superset
6 1 (0.45%) IIS
6 1 (0.45%) Luigi
6 1 (0.45%) nginx
Applications
1 2 (0.90%) MS Visio
2 1 (0.45%) Microsoft Excel
2 1 (0.45%) Microsoft Office
2 1 (0.45%) Microsoft PowerPoint
Business Applications
1 3 (1.36%) Salesforce CRM
2 2 (0.90%) Distributed Ledger
3 1 (0.45%) Avolution ABACUS
Cloud Services
1 91 (41.18%) AWS
2 64 (28.96%) Azure
3 44 (19.91%) GCP
4 33 (14.93%) Serverless
5 22 (9.95%) Power Platform
6 20 (9.05%) Amazon S3
7 19 (8.60%) GitHub
8 15 (6.79%) Snowflake
9 13 (5.88%) AWS Lambda
9 13 (5.88%) GitHub Actions
10 11 (4.98%) Amazon SageMaker
11 10 (4.52%) Azure DevOps
12 8 (3.62%) AWS Step Functions
13 7 (3.17%) Amazon ECS
14 6 (2.71%) Amazon Bedrock
14 6 (2.71%) Azure Data Factory
15 5 (2.26%) Amazon EC2
15 5 (2.26%) Amazon EKS
15 5 (2.26%) Microsoft Copilot
16 4 (1.81%) Azure Synapse Analytics
Communications & Networking
1 4 (1.81%) DNS
1 4 (1.81%) TCP/IP
2 3 (1.36%) Kerberos
2 3 (1.36%) SSH
2 3 (1.36%) VPN
3 2 (0.90%) SSL
4 1 (0.45%) HTTP
Database & Business Intelligence
1 82 (37.10%) Hadoop
2 40 (18.10%) Data Warehouse
3 31 (14.03%) NoSQL
4 27 (12.22%) Data Lake
5 23 (10.41%) Apache Hive
6 22 (9.95%) Power BI
7 21 (9.50%) Elasticsearch
8 20 (9.05%) Relational Database
9 19 (8.60%) SQL Server
10 18 (8.14%) Metadata
10 18 (8.14%) Tableau
11 14 (6.33%) PostgreSQL
12 13 (5.88%) HBase
13 12 (5.43%) BigQuery
13 12 (5.43%) Impala
13 12 (5.43%) RDBMS
14 9 (4.07%) Amazon Athena
15 8 (3.62%) Amazon Redshift
16 7 (3.17%) Azure SQL Database
16 7 (3.17%) Data Mining
Development Applications
1 26 (11.76%) Git
2 25 (11.31%) JIRA
3 20 (9.05%) Jenkins
4 16 (7.24%) GitLab
5 8 (3.62%) MLflow
6 6 (2.71%) ERwin
7 4 (1.81%) ER Studio
8 3 (1.36%) Poetry
8 3 (1.36%) SonarQube
8 3 (1.36%) Sonatype Nexus
9 2 (0.90%) Cypress.io
9 2 (0.90%) Gradle
9 2 (0.90%) PyCharm
9 2 (0.90%) Selenium
9 2 (0.90%) Team Foundation Server
9 2 (0.90%) Visual Studio Code
10 1 (0.45%) Cucumber
10 1 (0.45%) Maven
10 1 (0.45%) NUnit
10 1 (0.45%) PowerDesigner
General
1 74 (33.48%) Social Skills
2 58 (26.24%) Finance
3 41 (18.55%) Analytical Skills
4 22 (9.95%) Banking
5 16 (7.24%) Public Sector
6 6 (2.71%) Telecoms
7 4 (1.81%) Financial Institution
8 3 (1.36%) Inclusion and Diversity
8 3 (1.36%) Investment Banking
8 3 (1.36%) Manufacturing
9 2 (0.90%) Marketing
9 2 (0.90%) Presentation Skills
9 2 (0.90%) Retail
10 1 (0.45%) Advertising
10 1 (0.45%) Agriculture
10 1 (0.45%) Corporate Banking
10 1 (0.45%) Front Office
10 1 (0.45%) General Ledger
10 1 (0.45%) Legal
10 1 (0.45%) Retail Banking
Job Titles
1 62 (28.05%) Data Engineer
2 34 (15.38%) Senior
3 29 (13.12%) Developer
4 25 (11.31%) Data Scientist
5 18 (8.14%) Lead
6 17 (7.69%) Architect
7 11 (4.98%) Data Architect
7 11 (4.98%) Software Engineer
8 9 (4.07%) Analyst
9 8 (3.62%) Machine Learning Engineer
9 8 (3.62%) Scala Developer
9 8 (3.62%) Senior Software Engineer
10 7 (3.17%) AWS Engineer
10 7 (3.17%) Data Analyst
11 6 (2.71%) Big Data Engineer
11 6 (2.71%) Data Modeller
11 6 (2.71%) Hadoop Developer
11 6 (2.71%) Java Engineer
11 6 (2.71%) Senior Data Engineer
11 6 (2.71%) Senior Developer
Libraries, Frameworks & Software Standards
1 49 (22.17%) Kafka
2 30 (13.57%) PySpark
3 25 (11.31%) Apache NiFi
3 25 (11.31%) scikit-learn
4 24 (10.86%) Pandas
5 16 (7.24%) NumPy
6 15 (6.79%) TensorFlow
7 13 (5.88%) .NET
7 13 (5.88%) PyTorch
8 11 (4.98%) RabbitMQ
9 10 (4.52%) Flask
9 10 (4.52%) HTML
9 10 (4.52%) React
10 8 (3.62%) Spark Streaming
11 7 (3.17%) Elastic Stack
11 7 (3.17%) JSON
11 7 (3.17%) RESTful
12 6 (2.71%) pytest
13 5 (2.26%) Matplotlib
13 5 (2.26%) Seaborn
Miscellaneous
1 19 (8.60%) Distributed Computing
2 17 (7.69%) Algorithms
3 16 (7.24%) Cloud Native
4 6 (2.71%) Analytical Mindset
4 6 (2.71%) Data Structures
5 5 (2.26%) Distributed Systems
5 5 (2.26%) Hybrid Cloud
6 4 (1.81%) Data Protection Act
6 4 (1.81%) Derivative
6 4 (1.81%) Product Ownership
7 3 (1.36%) Data Centre
7 3 (1.36%) Legacy Systems
7 3 (1.36%) Management Information System
8 2 (0.90%) AI Agents
8 2 (0.90%) FMCG
8 2 (0.90%) Foreign Exchange (FX)
8 2 (0.90%) Hedge funds
8 2 (0.90%) Onboarding
8 2 (0.90%) Reference Data
9 1 (0.45%) Augmented Reality
Operating Systems
1 22 (9.95%) Linux
2 6 (2.71%) Unix
3 2 (0.90%) Red Hat Enterprise Linux
3 2 (0.90%) Windows
Processes & Methodologies
1 67 (30.32%) Agile
2 66 (29.86%) ETL
3 65 (29.41%) Data Pipeline
4 61 (27.60%) Analytics
4 61 (27.60%) Data Modelling
5 59 (26.70%) Machine Learning
6 57 (25.79%) Data Engineering
7 54 (24.43%) Data Science
8 53 (23.98%) Problem-Solving
9 49 (22.17%) CI/CD
10 43 (19.46%) Data Governance
11 38 (17.19%) AI
11 38 (17.19%) Software Engineering
12 36 (16.29%) DevOps
13 35 (15.84%) Visualisation
14 34 (15.38%) Decision-Making
14 34 (15.38%) Microservices
15 31 (14.03%) Business Intelligence
16 29 (13.12%) Scrum
17 28 (12.67%) Containerisation
Programming Languages
1 152 (68.78%) Python
2 115 (52.04%) SQL
3 44 (19.91%) Java
4 27 (12.22%) Scala
5 21 (9.50%) R
6 17 (7.69%) C++
7 16 (7.24%) C#
8 15 (6.79%) JavaScript
9 12 (5.43%) Bash
10 4 (1.81%) Shell Script
11 3 (1.36%) Groovy
11 3 (1.36%) Perl
11 3 (1.36%) PL/SQL
12 2 (0.90%) Ada
12 2 (0.90%) T-SQL
13 1 (0.45%) C
13 1 (0.45%) Go
13 1 (0.45%) Korn
13 1 (0.45%) Kusto Query Language
13 1 (0.45%) PowerShell
Qualifications
1 50 (22.62%) Security Cleared
2 37 (16.74%) SC Cleared
3 29 (13.12%) Degree
4 27 (12.22%) DV Cleared
5 18 (8.14%) Master's Degree
6 16 (7.24%) Computer Science Degree
7 7 (3.17%) PhD
8 4 (1.81%) Azure Certification
9 3 (1.36%) AWS Certification
9 3 (1.36%) BPSS Clearance
10 2 (0.90%) CISSP
10 2 (0.90%) MCP
11 1 (0.45%) HP APS
11 1 (0.45%) ITIL Certification
11 1 (0.45%) Microsoft Certification
11 1 (0.45%) OCP
11 1 (0.45%) Oracle Certification
11 1 (0.45%) Postgraduate
11 1 (0.45%) Tableau Certification
Quality Assurance & Compliance
1 44 (19.91%) Data Quality
2 16 (7.24%) GDPR
3 10 (4.52%) QA
4 3 (1.36%) California Consumer Privacy Act
5 2 (0.90%) Accessibility
5 2 (0.90%) PCI DSS
6 1 (0.45%) HIPAA
6 1 (0.45%) IFRS
6 1 (0.45%) IFRS 17
6 1 (0.45%) Sarbanes-Oxley
6 1 (0.45%) Solvency II
System Software
1 33 (14.93%) Docker
2 15 (6.79%) HDFS
3 1 (0.45%) Virtual Machines
Systems Management
1 35 (15.84%) Kubernetes
2 13 (5.88%) Terraform
3 8 (3.62%) Argo
3 8 (3.62%) Grafana
4 7 (3.17%) Ansible
5 5 (2.26%) Prometheus
6 4 (1.81%) Hadoop YARN
7 3 (1.36%) Istio
7 3 (1.36%) Kibana
7 3 (1.36%) Nagios
7 3 (1.36%) Oozie
7 3 (1.36%) Rancher
8 2 (0.90%) logstash
8 2 (0.90%) Progress Chef
9 1 (0.45%) HP ALM
9 1 (0.45%) Puppet
9 1 (0.45%) Tivoli
Vendors
1 37 (16.74%) Databricks
2 21 (9.50%) Cloudera
2 21 (9.50%) Google
3 16 (7.24%) Microsoft
4 13 (5.88%) Foundry
4 13 (5.88%) Palantir
5 4 (1.81%) Ab Initio
5 4 (1.81%) Oracle
6 3 (1.36%) OpenAI
6 3 (1.36%) Sage
6 3 (1.36%) Salesforce
7 2 (0.90%) Bloomberg
7 2 (0.90%) IBM
7 2 (0.90%) Informatica
7 2 (0.90%) Red Hat
7 2 (0.90%) Refinitiv
7 2 (0.90%) Splunk
7 2 (0.90%) Vertica
8 1 (0.45%) PayPal
8 1 (0.45%) SnapLogic