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

6 months to
1 Feb 2026
Same period 2025 Same period 2024
Rank 353 221 240
Rank change year-on-year -132 +19 -65
Contract jobs citing Big Data 197 297 382
As % of all contract jobs in England 0.60% 1.12% 1.00%
As % of the Database & Business Intelligence category 3.66% 6.05% 6.19%
Number of daily rates quoted 155 187 258
10th Percentile £313 £375 £398
25th Percentile £400 £466 £488
Median daily rate (50th Percentile) £505 £568 £550
Median % change year-on-year -11.09% +3.27% -8.33%
75th Percentile £650 £676 £700
90th Percentile £808 £758 £788
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -8.33%
Number of hourly rates quoted 0 3 25
10th Percentile - £27.25 £20.92
25th Percentile - £36.25 £27.75
Median hourly rate - £52.50 £46.06
Median % change year-on-year - +13.99% +5.56%
75th Percentile - £53.75 £51.58
90th Percentile - - £75.80
UK median hourly rate £55.00 £52.50 £46.18
% change year-on-year +4.76% +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 5,387 4,907 6,176
As % of all contract IT jobs advertised in England 16.38% 18.52% 16.20%
Number of daily rates quoted 3,765 3,239 4,444
10th Percentile £329 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £545 £540
Median % change year-on-year -8.26% +0.93% -1.82%
75th Percentile £600 £663 £650
90th Percentile £702 £775 £750
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 100 81 172
10th Percentile £18.23 £22.27 £15.62
25th Percentile £27.00 £25.00 £21.64
Median hourly rate £45.75 £38.50 £42.35
Median % change year-on-year +18.83% -9.08% -27.53%
75th Percentile £74.68 £64.73 £61.56
90th Percentile £85.10 £73.75 £77.50
UK median hourly rate £49.36 £35.00 £42.35
% change year-on-year +41.03% -17.35% -25.53%

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 February 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 February 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 -69 132 £550 - 58
South East -34 16 £438 -19.35% 27
North of England -62 16 £448 -33.70% 17
North West -20 13 £473 -30.00% 13
Midlands -46 12 £425 +3.91% 3
East Midlands -18 9 £423 +12.67% 1
South West -35 9 £525 -21.35% 6
West Midlands -38 3 £447 -24.49% 2
North East -22 2 £413 +0.86% 3
East of England -28 1 £505 -22.31% 10
Yorkshire -56 1 - - 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 91 (46.19%) Apache Spark
2 31 (15.74%) Apache
3 20 (10.15%) Apache Airflow
4 14 (7.11%) Confluence
5 8 (4.06%) Palantir Foundry
6 4 (2.03%) SharePoint
7 2 (1.02%) Apache Pig
7 2 (1.02%) Jupyter
7 2 (1.02%) Microsoft Exchange
8 1 (0.51%) Apache Superset
8 1 (0.51%) Camunda
8 1 (0.51%) IIS
8 1 (0.51%) Luigi
8 1 (0.51%) nginx
8 1 (0.51%) SAS
Applications
1 2 (1.02%) MS Visio
2 1 (0.51%) Microsoft Excel
2 1 (0.51%) Microsoft Office
2 1 (0.51%) Microsoft PowerPoint
Business Applications
1 2 (1.02%) Salesforce CRM
2 1 (0.51%) Distributed Ledger
Cloud Services
1 84 (42.64%) AWS
2 60 (30.46%) Azure
3 44 (22.34%) GCP
4 25 (12.69%) Serverless
5 23 (11.68%) Power Platform
6 21 (10.66%) Snowflake
7 14 (7.11%) GitHub
8 10 (5.08%) Amazon S3
8 10 (5.08%) AWS Lambda
8 10 (5.08%) GitHub Actions
9 8 (4.06%) Azure Data Factory
10 7 (3.55%) Amazon ECS
11 6 (3.05%) Amazon SageMaker
12 5 (2.54%) Amazon CloudWatch
12 5 (2.54%) Amazon EKS
12 5 (2.54%) Azure DevOps
12 5 (2.54%) Microsoft Copilot
12 5 (2.54%) OpenShift
13 4 (2.03%) Amazon EC2
14 3 (1.52%) Cloud Computing
Communications & Networking
1 3 (1.52%) Kerberos
1 3 (1.52%) VPN
2 1 (0.51%) HTTP
2 1 (0.51%) TCP/IP
Database & Business Intelligence
1 66 (33.50%) Hadoop
2 41 (20.81%) Data Warehouse
3 33 (16.75%) NoSQL
4 23 (11.68%) Relational Database
5 22 (11.17%) Data Lake
6 21 (10.66%) Power BI
7 19 (9.64%) Apache Hive
8 18 (9.14%) SQL Server
9 17 (8.63%) Elasticsearch
10 16 (8.12%) Metadata
11 14 (7.11%) PostgreSQL
11 14 (7.11%) RDBMS
11 14 (7.11%) Tableau
12 11 (5.58%) Impala
13 10 (5.08%) HBase
14 8 (4.06%) BigQuery
15 7 (3.55%) Amazon Redshift
15 7 (3.55%) Azure SQL Database
16 6 (3.05%) Data Mining
16 6 (3.05%) MongoDB
Development Applications
1 21 (10.66%) Git
2 19 (9.64%) Jenkins
3 18 (9.14%) JIRA
4 17 (8.63%) GitLab
5 6 (3.05%) ERwin
6 5 (2.54%) MLflow
7 4 (2.03%) ER Studio
8 3 (1.52%) Postman
8 3 (1.52%) Robot Framework
8 3 (1.52%) Selenium
9 2 (1.02%) Cypress.io
9 2 (1.02%) Team Foundation Server
10 1 (0.51%) Artifactory
10 1 (0.51%) Cucumber
10 1 (0.51%) Gradle
10 1 (0.51%) JMeter
10 1 (0.51%) JUnit
10 1 (0.51%) NUnit
10 1 (0.51%) PowerDesigner
10 1 (0.51%) Visual Studio
General
1 73 (37.06%) Social Skills
2 60 (30.46%) Finance
3 29 (14.72%) Analytical Skills
4 22 (11.17%) Banking
5 12 (6.09%) Public Sector
6 4 (2.03%) Telecoms
7 3 (1.52%) Financial Institution
7 3 (1.52%) Inclusion and Diversity
7 3 (1.52%) Investment Banking
7 3 (1.52%) Manufacturing
8 1 (0.51%) Agriculture
8 1 (0.51%) Corporate Banking
8 1 (0.51%) Front Office
8 1 (0.51%) Marketing
8 1 (0.51%) Presentation Skills
8 1 (0.51%) Retail
8 1 (0.51%) Retail Banking
Job Titles
1 54 (27.41%) Data Engineer
2 29 (14.72%) Senior
3 22 (11.17%) Lead
4 21 (10.66%) Developer
5 18 (9.14%) Data Scientist
6 15 (7.61%) Analyst
6 15 (7.61%) Architect
7 12 (6.09%) Data Analyst
7 12 (6.09%) Data Architect
8 7 (3.55%) Java Engineer
8 7 (3.55%) Machine Learning Engineer
8 7 (3.55%) QA Engineer
8 7 (3.55%) Senior Data Engineer
9 6 (3.05%) AWS Engineer
9 6 (3.05%) Data Modeller
9 6 (3.05%) Platform Engineer
9 6 (3.05%) Software Engineer
10 5 (2.54%) Business Intelligence Manager
10 5 (2.54%) Senior Manager
10 5 (2.54%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 40 (20.30%) Kafka
2 24 (12.18%) PySpark
3 16 (8.12%) Apache NiFi
3 16 (8.12%) scikit-learn
4 13 (6.60%) Pandas
5 11 (5.58%) TensorFlow
6 10 (5.08%) HTML
7 9 (4.57%) React
8 8 (4.06%) .NET
8 8 (4.06%) NumPy
8 8 (4.06%) RabbitMQ
8 8 (4.06%) Spring
8 8 (4.06%) Spring Boot
9 7 (3.55%) Flask
9 7 (3.55%) PyTorch
9 7 (3.55%) RESTful
9 7 (3.55%) Spark Streaming
10 6 (3.05%) JSON
10 6 (3.05%) pytest
11 5 (2.54%) YAML
Miscellaneous
1 17 (8.63%) Cloud Native
2 14 (7.11%) Distributed Computing
3 10 (5.08%) Algorithms
4 6 (3.05%) Data Structures
4 6 (3.05%) Distributed Systems
5 4 (2.03%) Analytical Mindset
5 4 (2.03%) Data Protection Act
5 4 (2.03%) Derivative
5 4 (2.03%) Hybrid Cloud
5 4 (2.03%) Product Ownership
6 3 (1.52%) Data Centre
6 3 (1.52%) Management Information System
7 2 (1.02%) AI Agents
7 2 (1.02%) FMCG
7 2 (1.02%) Foreign Exchange (FX)
7 2 (1.02%) Hedge funds
7 2 (1.02%) Legacy Systems
7 2 (1.02%) Onboarding
7 2 (1.02%) Reference Data
8 1 (0.51%) Data Fabric
Operating Systems
1 17 (8.63%) Linux
2 7 (3.55%) Unix
3 1 (0.51%) Windows
Processes & Methodologies
1 68 (34.52%) Analytics
1 68 (34.52%) ETL
2 58 (29.44%) Data Pipeline
3 57 (28.93%) Data Modelling
4 56 (28.43%) Agile
5 54 (27.41%) CI/CD
6 52 (26.40%) Data Engineering
7 50 (25.38%) Data Governance
8 48 (24.37%) Machine Learning
9 45 (22.84%) Problem-Solving
10 42 (21.32%) AI
10 42 (21.32%) Data Science
11 34 (17.26%) DevOps
11 34 (17.26%) Visualisation
12 29 (14.72%) Software Engineering
13 28 (14.21%) Decision-Making
14 27 (13.71%) Business Intelligence
15 26 (13.20%) Computer Science
15 26 (13.20%) Containerisation
16 24 (12.18%) Microservices
Programming Languages
1 131 (66.50%) Python
2 108 (54.82%) SQL
3 42 (21.32%) Java
4 24 (12.18%) Scala
5 22 (11.17%) R
6 14 (7.11%) C#
7 13 (6.60%) C++
7 13 (6.60%) JavaScript
8 9 (4.57%) Bash
9 4 (2.03%) Shell Script
10 3 (1.52%) Perl
11 2 (1.02%) Ada
11 2 (1.02%) PL/SQL
11 2 (1.02%) T-SQL
12 1 (0.51%) Go
12 1 (0.51%) Korn
12 1 (0.51%) PowerShell
Qualifications
1 41 (20.81%) Security Cleared
2 30 (15.23%) SC Cleared
3 27 (13.71%) Degree
4 20 (10.15%) Computer Science Degree
5 18 (9.14%) DV Cleared
6 12 (6.09%) Master's Degree
7 4 (2.03%) Azure Certification
8 3 (1.52%) AWS Certification
8 3 (1.52%) BPSS Clearance
8 3 (1.52%) PhD
9 1 (0.51%) HP APS
9 1 (0.51%) ISTQB
9 1 (0.51%) ITIL Certification
9 1 (0.51%) Microsoft Certification
9 1 (0.51%) OCP
9 1 (0.51%) Oracle Certification
9 1 (0.51%) Postgraduate
9 1 (0.51%) Tableau Certification
Quality Assurance & Compliance
1 43 (21.83%) Data Quality
2 13 (6.60%) QA
3 12 (6.09%) GDPR
4 3 (1.52%) California Consumer Privacy Act
5 2 (1.02%) Accessibility
5 2 (1.02%) Actionable Recommendations
5 2 (1.02%) PCI DSS
5 2 (1.02%) Sarbanes-Oxley
6 1 (0.51%) HIPAA
6 1 (0.51%) IFRS
6 1 (0.51%) IFRS 17
6 1 (0.51%) ISO 13485
6 1 (0.51%) Solvency II
System Software
1 37 (18.78%) Docker
2 12 (6.09%) HDFS
3 1 (0.51%) Virtual Machines
Systems Management
1 40 (20.30%) Kubernetes
2 10 (5.08%) Terraform
3 6 (3.05%) Grafana
4 5 (2.54%) Prometheus
5 3 (1.52%) Ansible
5 3 (1.52%) Argo
5 3 (1.52%) Nagios
5 3 (1.52%) Rancher
6 2 (1.02%) Hadoop YARN
6 2 (1.02%) Kibana
7 1 (0.51%) HP ALM
7 1 (0.51%) logstash
7 1 (0.51%) Oozie
7 1 (0.51%) Puppet
7 1 (0.51%) Tivoli
Vendors
1 37 (18.78%) Databricks
2 15 (7.61%) Microsoft
3 14 (7.11%) Google
4 12 (6.09%) Cloudera
5 8 (4.06%) Foundry
5 8 (4.06%) Palantir
6 6 (3.05%) Ab Initio
7 4 (2.03%) Informatica
8 3 (1.52%) OpenAI
8 3 (1.52%) Oracle
9 2 (1.02%) IBM
9 2 (1.02%) Salesforce
9 2 (1.02%) Splunk
9 2 (1.02%) Teradata
10 1 (0.51%) Atlassian
10 1 (0.51%) Bloomberg
10 1 (0.51%) Guidewire
10 1 (0.51%) HP
10 1 (0.51%) Sybase
10 1 (0.51%) Vertica