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

6 months to
3 Oct 2026
Same period 2025 Same period 2024
Rank 452 280 188
Rank change year-on-year -172 -92 +43
Contract jobs citing Big Data 196 252 433
As % of all contract jobs in England 0.42% 0.90% 1.33%
As % of the Database & Business Intelligence category 2.87% 4.94% 7.31%
Number of daily rates quoted 143 182 283
10th Percentile £359 £380 £363
25th Percentile £436 £425 £463
Median daily rate (50th Percentile) £525 £525 £600
Median % change year-on-year - -12.50% -4.00%
75th Percentile £653 £675 £725
90th Percentile £725 £767 £825
UK median daily rate £523 £525 £575
% change year-on-year -0.48% -8.70% -4.17%
Number of hourly rates quoted 6 2 5
10th Percentile £50.75 £45.06 £27.25
25th Percentile £57.44 £54.22 £36.25
Median hourly rate £63.70 £69.48 £47.50
Median % change year-on-year -8.32% +46.27% -39.10%
75th Percentile £71.37 £84.74 £53.75
90th Percentile £72.83 £93.90 -
UK median hourly rate £63.70 £69.48 £47.50
% change year-on-year -8.32% +46.27% -39.10%

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 6,834 5,099 5,923
As % of all contract IT jobs advertised in England 14.69% 18.20% 18.26%
Number of daily rates quoted 4,545 3,494 4,037
10th Percentile £350 £338 £350
25th Percentile £419 £413 £425
Median daily rate (50th Percentile) £510 £513 £550
Median % change year-on-year -0.49% -6.82% -
75th Percentile £625 £638 £673
90th Percentile £716 £750 £825
UK median daily rate £501 £500 £525
% change year-on-year +0.10% -4.76% -2.78%
Number of hourly rates quoted 257 77 84
10th Percentile £16.42 £20.91 £17.50
25th Percentile £23.00 £29.00 £22.30
Median hourly rate £41.71 £43.50 £37.50
Median % change year-on-year -4.11% +16.00% -28.57%
75th Percentile £60.75 £65.00 £61.60
90th Percentile £74.68 £80.00 £71.50
UK median hourly rate £41.36 £39.48 £35.00
% change year-on-year +4.75% +12.80% -33.33%

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 3 October 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
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Big Data in England over the 6 months to 3 October 2026.

Hourly rate histogram for Big Data in England

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 3 October 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 -107 122 £600 +9.09% 411
North of England -56 33 £500 +2.56% 81
Yorkshire -20 21 £500 - 26
South West -31 14 £478 -6.83% 48
South East -73 12 £440 -20.00% 70
Midlands -59 11 £405 -3.57% 51
North East -40 7 £425 - 14
East Midlands -22 6 £400 -4.88% 21
West Midlands -45 5 £405 -7.74% 30
North West -54 5 £513 +12.64% 42
East of England -36 1 £505 - 37
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
1 118 (60.20%) Apache Spark
2 39 (19.90%) Apache
3 32 (16.33%) Apache Airflow
4 7 (3.57%) Confluence
5 6 (3.06%) JBoss
6 5 (2.55%) SharePoint
7 3 (1.53%) Apache Superset
7 3 (1.53%) CMS
7 3 (1.53%) Jupyter
7 3 (1.53%) Microsoft Exchange
7 3 (1.53%) Palantir Foundry
7 3 (1.53%) SAS
8 2 (1.02%) Apache Pig
8 2 (1.02%) nginx
9 1 (0.51%) Luigi
9 1 (0.51%) MQSeries
Business Applications
1 2 (1.02%) Endur
2 1 (0.51%) Oracle ERP
2 1 (0.51%) SAP ERP
Cloud Services
1 90 (45.92%) AWS
2 86 (43.88%) Azure
3 59 (30.10%) GCP
4 33 (16.84%) Snowflake
5 27 (13.78%) Amazon S3
6 20 (10.20%) Azure DevOps
7 17 (8.67%) Power Platform
8 16 (8.16%) GitHub
9 15 (7.65%) AWS Lambda
10 14 (7.14%) Amazon EMR
10 14 (7.14%) Azure Data Factory
10 14 (7.14%) Azure Databricks
10 14 (7.14%) OpenShift
10 14 (7.14%) Serverless
11 12 (6.12%) Amazon ECS
12 10 (5.10%) PaaS
13 9 (4.59%) GitHub Actions
14 8 (4.08%) Azure AKS
14 8 (4.08%) dbt
15 7 (3.57%) Amazon EKS
Communications & Networking
1 6 (3.06%) DNS
1 6 (3.06%) Kerberos
2 4 (2.04%) Firewall
3 3 (1.53%) Broadband
3 3 (1.53%) DHCP
3 3 (1.53%) SMTP
3 3 (1.53%) VPN
4 1 (0.51%) Network Security
4 1 (0.51%) Reverse Proxy
Database & Business Intelligence
1 44 (22.45%) Hadoop
2 37 (18.88%) Data Warehouse
3 35 (17.86%) Data Lake
4 26 (13.27%) NoSQL
5 25 (12.76%) PostgreSQL
6 19 (9.69%) Apache Hive
7 17 (8.67%) Amazon Redshift
7 17 (8.67%) Power BI
8 16 (8.16%) BigQuery
9 14 (7.14%) Metadata
10 13 (6.63%) Elasticsearch
10 13 (6.63%) MongoDB
11 12 (6.12%) Amazon RDS
11 12 (6.12%) Tableau
12 8 (4.08%) Relational Database
13 7 (3.57%) Amazon Athena
13 7 (3.57%) HBase
13 7 (3.57%) SQL Server
14 6 (3.06%) Amazon Aurora
14 6 (3.06%) Apache Cassandra
Development Applications
1 27 (13.78%) GitLab
2 25 (12.76%) Git
2 25 (12.76%) Jenkins
3 11 (5.61%) JIRA
4 5 (2.55%) Selenium
5 3 (1.53%) JMeter
5 3 (1.53%) JUnit
5 3 (1.53%) LoadRunner
6 2 (1.02%) eggPlant
6 2 (1.02%) Gatling
6 2 (1.02%) PowerDesigner
6 2 (1.02%) TeamCity
7 1 (0.51%) Atlassian Bamboo
7 1 (0.51%) Claude Code
7 1 (0.51%) MLflow
7 1 (0.51%) SonarQube
General
1 56 (28.57%) Social Skills
2 38 (19.39%) Analytical Skills
2 38 (19.39%) Finance
3 20 (10.20%) Banking
4 12 (6.12%) Public Sector
5 6 (3.06%) Aerospace
5 6 (3.06%) Inclusion and Diversity
6 4 (2.04%) Investment Banking
7 3 (1.53%) Marketing
7 3 (1.53%) Retail
8 2 (1.02%) Documentation Skills
8 2 (1.02%) Financial Institution
8 2 (1.02%) Legal
8 2 (1.02%) Local Government
8 2 (1.02%) Telecoms
9 1 (0.51%) Advertising
9 1 (0.51%) Agriculture
9 1 (0.51%) Influencing Skills
9 1 (0.51%) Manufacturing
9 1 (0.51%) Police
Job Titles
1 61 (31.12%) Data Engineer
2 37 (18.88%) Senior
3 28 (14.29%) Architect
4 15 (7.65%) Analyst
4 15 (7.65%) Senior Data Engineer
5 14 (7.14%) Developer
6 12 (6.12%) Data Architect
6 12 (6.12%) Solutions Architect
7 11 (5.61%) Azure Engineer
7 11 (5.61%) Big Data Engineer
7 11 (5.61%) Data Analyst
7 11 (5.61%) DevOps Engineer
8 9 (4.59%) Artificial Intelligence Engineer
9 7 (3.57%) Software Engineer
10 6 (3.06%) Lead
10 6 (3.06%) Linux Engineer
10 6 (3.06%) Platform Engineer
10 6 (3.06%) Scala Engineer
11 5 (2.55%) Azure DevOps Engineer
11 5 (2.55%) Databricks Engineer
Libraries, Frameworks & Software Standards
1 40 (20.41%) Terraform
2 38 (19.39%) Kafka
3 27 (13.78%) PySpark
4 17 (8.67%) REST
5 15 (7.65%) Apache NiFi
6 12 (6.12%) Spring
6 12 (6.12%) Spring Boot
7 8 (4.08%) Elastic Stack
7 8 (4.08%) Pandas
8 6 (3.06%) .NET
8 6 (3.06%) CSS
8 6 (3.06%) HTML
8 6 (3.06%) NumPy
8 6 (3.06%) Play Framework
8 6 (3.06%) PyTorch
8 6 (3.06%) TensorFlow
9 5 (2.55%) Langfuse
9 5 (2.55%) Microsoft Graph
9 5 (2.55%) Middleware
10 4 (2.04%) Node.js
Miscellaneous
1 30 (15.31%) Cloud Native
2 22 (11.22%) Distributed Systems
3 13 (6.63%) Onboarding
4 12 (6.12%) Clustering
4 12 (6.12%) Product Ownership
4 12 (6.12%) Virtual Team
5 11 (5.61%) Algorithms
6 7 (3.57%) Data Structures
7 6 (3.06%) Data Protection Act
8 5 (2.55%) Distributed Architecture
9 4 (2.04%) Cyber Threat
10 3 (1.53%) AI Agents
10 3 (1.53%) Data Centre
10 3 (1.53%) Distributed Computing
10 3 (1.53%) Linux Command Line
10 3 (1.53%) PKI
10 3 (1.53%) Social Media
11 2 (1.02%) Legacy Systems
11 2 (1.02%) Media Streaming
11 2 (1.02%) Taxonomies
Operating Systems
1 23 (11.73%) Linux
2 9 (4.59%) Unix
3 6 (3.06%) Red Hat Enterprise Linux
4 4 (2.04%) Windows
5 3 (1.53%) Windows Server
6 1 (0.51%) Windows Server 2003
Processes & Methodologies
1 96 (48.98%) Data Pipeline
2 79 (40.31%) Analytics
2 79 (40.31%) CI/CD
3 76 (38.78%) ETL
4 73 (37.24%) Data Engineering
5 69 (35.20%) AI
6 64 (32.65%) Agile
7 56 (28.57%) DevOps
8 53 (27.04%) Machine Learning
9 45 (22.96%) Data Modelling
10 40 (20.41%) Data Science
11 39 (19.90%) Containerisation
12 36 (18.37%) Problem-Solving
13 35 (17.86%) Validation
14 34 (17.35%) Infrastructure as Code
15 33 (16.84%) Data Analysis
16 32 (16.33%) Scrum
16 32 (16.33%) Test Automation
17 30 (15.31%) Data Governance
18 27 (13.78%) Software Engineering
Programming Languages
1 114 (58.16%) Python
2 101 (51.53%) SQL
3 50 (25.51%) Java
4 24 (12.24%) Scala
5 22 (11.22%) PowerShell
6 13 (6.63%) JavaScript
7 11 (5.61%) Bash
8 10 (5.10%) C#
9 8 (4.08%) R
10 4 (2.04%) Kusto Query Language
11 2 (1.02%) Go
11 2 (1.02%) Korn
11 2 (1.02%) Shell Script
12 1 (0.51%) Bicep
12 1 (0.51%) C
12 1 (0.51%) C++
12 1 (0.51%) Data Analysis Expressions
12 1 (0.51%) MATLAB
12 1 (0.51%) PL/SQL
Qualifications
1 49 (25.00%) Security Cleared
2 31 (15.82%) SC Cleared
3 28 (14.29%) Degree
4 14 (7.14%) Computer Science Degree
5 13 (6.63%) DV Cleared
6 10 (5.10%) Master's Degree
7 7 (3.57%) BPSS Clearance
8 4 (2.04%) AWS Certification
8 4 (2.04%) Azure Certification
9 3 (1.53%) PhD
10 2 (1.02%) AWS Certified Cloud Practitioner
11 1 (0.51%) FFIEC
11 1 (0.51%) ISEB
11 1 (0.51%) MBA
11 1 (0.51%) Microsoft Certification
11 1 (0.51%) PMI Certification
11 1 (0.51%) PMP
11 1 (0.51%) TOGAF Certification
Quality Assurance & Compliance
1 41 (20.92%) Data Quality
2 16 (8.16%) QA
3 6 (3.06%) GDPR
4 3 (1.53%) Actionable Recommendations
4 3 (1.53%) SLA
5 1 (0.51%) California Consumer Privacy Act
5 1 (0.51%) EMIR
5 1 (0.51%) GLBA
5 1 (0.51%) IFRS
5 1 (0.51%) IFRS 9
5 1 (0.51%) MiFID
5 1 (0.51%) NCSC
5 1 (0.51%) NIST
5 1 (0.51%) PCI DSS
5 1 (0.51%) PSD2
5 1 (0.51%) SEPA
System Software
1 39 (19.90%) Docker
2 9 (4.59%) VMware Infrastructure
3 5 (2.55%) Active Directory
3 5 (2.55%) HDFS
4 3 (1.53%) BitLocker
4 3 (1.53%) Hyper-V
4 3 (1.53%) Microsoft App-V
4 3 (1.53%) Terminal Services
4 3 (1.53%) VMware ESXi
5 2 (1.02%) Apache Flume
Systems Management
1 43 (21.94%) Kubernetes
2 16 (8.16%) Ansible
3 12 (6.12%) Grafana
3 12 (6.12%) Puppet
4 6 (3.06%) Kibana
4 6 (3.06%) Red Hat Satellite
5 5 (2.55%) Failover Clustering
6 4 (2.04%) Prometheus
7 3 (1.53%) Nagios
7 3 (1.53%) vCenter Server
7 3 (1.53%) vMotion
8 1 (0.51%) Control-M
8 1 (0.51%) HAProxy
8 1 (0.51%) Progress Chef
Vendors
1 53 (27.04%) Databricks
2 20 (10.20%) Google
3 19 (9.69%) Microsoft
4 15 (7.65%) Cloudera
5 12 (6.12%) Splunk
6 10 (5.10%) Oracle
7 9 (4.59%) VMware
8 8 (4.08%) Salesforce
9 7 (3.57%) Red Hat
10 5 (2.55%) Amplitude
10 5 (2.55%) Cisco
10 5 (2.55%) IBM
10 5 (2.55%) Informatica
11 4 (2.04%) Foundry
12 3 (1.53%) Citrix
12 3 (1.53%) Dynatrace
12 3 (1.53%) HP
12 3 (1.53%) New Relic
12 3 (1.53%) Palantir
12 3 (1.53%) Talend