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 1 January 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Jan 2026
Same period 2025 Same period 2024
Rank 327 232 224
Rank change year-on-year -95 -8 -57
Contract jobs citing Big Data 223 302 374
As % of all contract jobs in England 0.70% 1.07% 1.03%
As % of the Database & Business Intelligence category 4.11% 5.88% 6.22%
Number of daily rates quoted 178 183 243
10th Percentile £314 £376 £417
25th Percentile £400 £478 £500
Median daily rate (50th Percentile) £500 £575 £565
Median % change year-on-year -13.04% +1.77% -5.83%
75th Percentile £613 £691 £700
90th Percentile £756 £768 £800
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -8.33%
Number of hourly rates quoted 0 4 23
10th Percentile - £30.25 £26.54
25th Percentile - £43.75 £42.50
Median hourly rate - £52.50 £46.18
Median % change year-on-year - +13.69% +5.84%
75th Percentile - £53.75 £75.00
90th Percentile - - £78.60
UK median hourly rate - £52.50 £46.18
% change year-on-year - +13.69% +5.84%

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 5,431 5,136 6,016
As % of all contract IT jobs advertised in England 17.13% 18.27% 16.57%
Number of daily rates quoted 3,783 3,411 4,307
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 £614 £663 £660
90th Percentile £716 £775 £750
UK median daily rate £500 £525 £534
% change year-on-year -4.76% -1.69% -2.91%
Number of hourly rates quoted 73 74 131
10th Percentile £20.68 £18.74 £18.57
25th Percentile £29.25 £23.10 £25.32
Median hourly rate £54.70 £39.00 £47.50
Median % change year-on-year +40.26% -17.89% -13.64%
75th Percentile £70.00 £64.73 £64.77
90th Percentile £84.80 £72.55 £78.00
UK median hourly rate £52.00 £30.59 £46.84
% change year-on-year +69.99% -34.69% -14.84%

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 1 January 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
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 1 January 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 -46 144 £550 - 72
South East -19 20 £413 -40.54% 50
Midlands -28 19 £420 -31.37% 1
East Midlands -9 14 £420 -1.18% 1
North of England -57 14 £473 -24.40% 8
North West -15 13 £473 -12.82% 4
South West -25 12 £525 -21.35% 4
West Midlands -31 5 £402 -34.31%
East of England -23 2 £453 -30.38% 22
Yorkshire -59 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
1 100 (44.84%) Apache Spark
2 35 (15.70%) Apache
3 23 (10.31%) Apache Airflow
4 18 (8.07%) Confluence
5 4 (1.79%) SharePoint
6 2 (0.90%) Apache Pig
6 2 (0.90%) Jupyter
6 2 (0.90%) SAS
7 1 (0.45%) Apache Superset
7 1 (0.45%) IIS
7 1 (0.45%) Luigi
7 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 (1.35%) Salesforce CRM
2 2 (0.90%) Distributed Ledger
Cloud Services
1 88 (39.46%) AWS
2 63 (28.25%) Azure
3 45 (20.18%) GCP
4 31 (13.90%) Serverless
5 22 (9.87%) Power Platform
6 19 (8.52%) Amazon S3
6 19 (8.52%) GitHub
7 18 (8.07%) Snowflake
8 13 (5.83%) AWS Lambda
8 13 (5.83%) GitHub Actions
9 11 (4.93%) Amazon SageMaker
10 10 (4.48%) Azure DevOps
11 8 (3.59%) AWS Step Functions
12 7 (3.14%) Amazon ECS
13 6 (2.69%) Amazon Bedrock
13 6 (2.69%) Azure Data Factory
14 5 (2.24%) Amazon EC2
14 5 (2.24%) Amazon EKS
14 5 (2.24%) Microsoft Copilot
15 4 (1.79%) Azure Synapse Analytics
Communications & Networking
1 4 (1.79%) DNS
1 4 (1.79%) TCP/IP
2 3 (1.35%) Kerberos
2 3 (1.35%) SSH
2 3 (1.35%) VPN
3 2 (0.90%) SSL
4 1 (0.45%) HTTP
Database & Business Intelligence
1 81 (36.32%) Hadoop
2 42 (18.83%) Data Warehouse
3 31 (13.90%) NoSQL
4 26 (11.66%) Data Lake
5 23 (10.31%) Apache Hive
6 22 (9.87%) Power BI
7 20 (8.97%) Elasticsearch
7 20 (8.97%) Relational Database
8 19 (8.52%) Metadata
8 19 (8.52%) SQL Server
9 18 (8.07%) Tableau
10 13 (5.83%) HBase
10 13 (5.83%) PostgreSQL
11 12 (5.38%) BigQuery
11 12 (5.38%) Impala
11 12 (5.38%) RDBMS
12 9 (4.04%) Amazon Athena
13 8 (3.59%) Amazon Redshift
14 7 (3.14%) Azure SQL Database
14 7 (3.14%) Data Mining
Development Applications
1 26 (11.66%) Git
1 26 (11.66%) JIRA
2 20 (8.97%) Jenkins
3 16 (7.17%) GitLab
4 8 (3.59%) MLflow
5 6 (2.69%) ERwin
6 4 (1.79%) ER Studio
7 3 (1.35%) Poetry
7 3 (1.35%) SonarQube
7 3 (1.35%) Sonatype Nexus
8 2 (0.90%) Cypress.io
8 2 (0.90%) Gradle
8 2 (0.90%) PyCharm
8 2 (0.90%) Selenium
8 2 (0.90%) Team Foundation Server
8 2 (0.90%) Visual Studio Code
9 1 (0.45%) Cucumber
9 1 (0.45%) JMeter
9 1 (0.45%) Maven
9 1 (0.45%) NUnit
General
1 76 (34.08%) Social Skills
2 63 (28.25%) Finance
3 37 (16.59%) Analytical Skills
4 22 (9.87%) Banking
5 16 (7.17%) Public Sector
6 5 (2.24%) Telecoms
7 3 (1.35%) Financial Institution
7 3 (1.35%) Inclusion and Diversity
7 3 (1.35%) Investment Banking
7 3 (1.35%) Manufacturing
8 2 (0.90%) Marketing
9 1 (0.45%) Agriculture
9 1 (0.45%) Corporate Banking
9 1 (0.45%) Front Office
9 1 (0.45%) Presentation Skills
9 1 (0.45%) Retail
9 1 (0.45%) Retail Banking
Job Titles
1 61 (27.35%) Data Engineer
2 33 (14.80%) Senior
3 27 (12.11%) Developer
4 25 (11.21%) Data Scientist
5 20 (8.97%) Lead
6 17 (7.62%) Architect
7 16 (7.17%) Analyst
8 13 (5.83%) Data Analyst
9 12 (5.38%) Data Architect
10 10 (4.48%) Software Engineer
11 8 (3.59%) Scala Developer
12 7 (3.14%) AWS Engineer
12 7 (3.14%) Machine Learning Engineer
12 7 (3.14%) Senior Software Engineer
13 6 (2.69%) Data Modeller
13 6 (2.69%) Hadoop Developer
13 6 (2.69%) Java Engineer
13 6 (2.69%) Senior Data Engineer
13 6 (2.69%) Senior Developer
14 5 (2.24%) Platform Engineer
Libraries, Frameworks & Software Standards
1 47 (21.08%) Kafka
2 29 (13.00%) PySpark
3 23 (10.31%) Apache NiFi
3 23 (10.31%) Pandas
3 23 (10.31%) scikit-learn
4 15 (6.73%) NumPy
5 13 (5.83%) TensorFlow
6 12 (5.38%) .NET
7 11 (4.93%) PyTorch
8 10 (4.48%) Flask
8 10 (4.48%) HTML
8 10 (4.48%) RabbitMQ
8 10 (4.48%) React
9 8 (3.59%) Spark Streaming
10 7 (3.14%) Elastic Stack
10 7 (3.14%) JSON
10 7 (3.14%) RESTful
11 6 (2.69%) pytest
12 5 (2.24%) XGBoost
12 5 (2.24%) YAML
Miscellaneous
1 18 (8.07%) Distributed Computing
2 17 (7.62%) Cloud Native
3 15 (6.73%) Algorithms
4 6 (2.69%) Analytical Mindset
4 6 (2.69%) Data Structures
5 5 (2.24%) Distributed Systems
5 5 (2.24%) Hybrid Cloud
6 4 (1.79%) Data Protection Act
6 4 (1.79%) Derivative
6 4 (1.79%) Product Ownership
7 3 (1.35%) Data Centre
7 3 (1.35%) 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%) Legacy Systems
8 2 (0.90%) Onboarding
8 2 (0.90%) Reference Data
9 1 (0.45%) Virtual Reality
Operating Systems
1 21 (9.42%) Linux
2 6 (2.69%) Unix
3 2 (0.90%) Windows
4 1 (0.45%) Red Hat Enterprise Linux
Processes & Methodologies
1 70 (31.39%) ETL
2 67 (30.04%) Analytics
3 66 (29.60%) Agile
4 65 (29.15%) Data Pipeline
5 62 (27.80%) Data Modelling
6 59 (26.46%) Data Engineering
7 58 (26.01%) Machine Learning
8 55 (24.66%) Data Science
9 53 (23.77%) Problem-Solving
10 49 (21.97%) CI/CD
11 46 (20.63%) Data Governance
12 39 (17.49%) AI
13 38 (17.04%) DevOps
14 36 (16.14%) Software Engineering
15 35 (15.70%) Visualisation
16 33 (14.80%) Business Intelligence
16 33 (14.80%) Decision-Making
17 30 (13.45%) Microservices
18 28 (12.56%) Scrum
19 27 (12.11%) Containerisation
Programming Languages
1 154 (69.06%) Python
2 122 (54.71%) SQL
3 43 (19.28%) Java
4 28 (12.56%) Scala
5 23 (10.31%) R
6 15 (6.73%) C#
6 15 (6.73%) C++
7 14 (6.28%) JavaScript
8 12 (5.38%) Bash
9 4 (1.79%) Shell Script
10 3 (1.35%) Groovy
10 3 (1.35%) Perl
10 3 (1.35%) PL/SQL
11 2 (0.90%) Ada
11 2 (0.90%) T-SQL
12 1 (0.45%) C
12 1 (0.45%) Go
12 1 (0.45%) Korn
12 1 (0.45%) Kusto Query Language
12 1 (0.45%) PowerShell
Qualifications
1 48 (21.52%) Security Cleared
2 35 (15.70%) SC Cleared
3 27 (12.11%) Degree
4 25 (11.21%) DV Cleared
5 16 (7.17%) Computer Science Degree
6 15 (6.73%) Master's Degree
7 4 (1.79%) Azure Certification
7 4 (1.79%) BPSS Clearance
7 4 (1.79%) PhD
8 3 (1.35%) AWS Certification
9 2 (0.90%) CISSP
9 2 (0.90%) MCP
10 1 (0.45%) HP APS
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 45 (20.18%) Data Quality
2 16 (7.17%) GDPR
3 10 (4.48%) QA
4 3 (1.35%) California Consumer Privacy Act
5 2 (0.90%) Accessibility
5 2 (0.90%) Actionable Recommendations
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 34 (15.25%) Docker
2 15 (6.73%) HDFS
3 1 (0.45%) Virtual Machines
Systems Management
1 36 (16.14%) Kubernetes
2 12 (5.38%) Terraform
3 7 (3.14%) Argo
3 7 (3.14%) Grafana
4 6 (2.69%) Ansible
5 5 (2.24%) Prometheus
6 4 (1.79%) Hadoop YARN
7 3 (1.35%) Istio
7 3 (1.35%) Kibana
7 3 (1.35%) Nagios
7 3 (1.35%) Oozie
7 3 (1.35%) 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 39 (17.49%) Databricks
2 22 (9.87%) Google
3 20 (8.97%) Cloudera
4 16 (7.17%) Microsoft
5 12 (5.38%) Foundry
5 12 (5.38%) Palantir
6 4 (1.79%) Ab Initio
6 4 (1.79%) Oracle
7 3 (1.35%) OpenAI
7 3 (1.35%) Sage
7 3 (1.35%) Salesforce
8 2 (0.90%) Bloomberg
8 2 (0.90%) IBM
8 2 (0.90%) Informatica
8 2 (0.90%) Red Hat
8 2 (0.90%) Refinitiv
8 2 (0.90%) Splunk
8 2 (0.90%) Vertica
9 1 (0.45%) Guidewire
9 1 (0.45%) SnapLogic