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

6 months to
11 Sep 2026
Same period 2025 Same period 2024
Rank 420 271 191
Rank change year-on-year -149 -80 +35
Contract jobs citing Big Data 212 260 441
As % of all contract jobs in England 0.46% 0.93% 1.34%
As % of the Database & Business Intelligence category 3.02% 5.20% 7.34%
Number of daily rates quoted 149 189 296
10th Percentile £355 £396 £361
25th Percentile £431 £450 £466
Median daily rate (50th Percentile) £530 £550 £600
Median % change year-on-year -3.64% -8.33% -7.69%
75th Percentile £638 £675 £728
90th Percentile £725 £775 £850
UK median daily rate £525 £550 £600
% change year-on-year -4.55% -8.26% -2.91%
Number of hourly rates quoted 7 2 5
10th Percentile £54.70 £45.06 £27.25
25th Percentile £61.75 £54.22 £36.25
Median hourly rate £70.00 £69.48 £47.50
Median % change year-on-year +0.75% +46.27% -39.10%
75th Percentile £75.00 £84.74 £53.75
90th Percentile - £93.90 -
UK median hourly rate £70.00 £69.48 £47.50
% change year-on-year +0.75% +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 7,014 5,001 6,008
As % of all contract IT jobs advertised in England 15.12% 17.97% 18.22%
Number of daily rates quoted 4,681 3,436 4,193
10th Percentile £358 £332 £350
25th Percentile £423 £412 £425
Median daily rate (50th Percentile) £505 £510 £550
Median % change year-on-year -0.98% -7.27% -
75th Percentile £619 £638 £675
90th Percentile £701 £750 £825
UK median daily rate £500 £500 £525
% change year-on-year - -4.76% -2.86%
Number of hourly rates quoted 238 80 80
10th Percentile £15.61 £21.25 £17.50
25th Percentile £23.35 £31.45 £21.25
Median hourly rate £39.00 £42.00 £35.00
Median % change year-on-year -7.13% +19.99% -36.36%
75th Percentile £61.88 £65.00 £60.36
90th Percentile £75.30 £80.00 £71.85
UK median hourly rate £40.18 £40.00 £34.47
% change year-on-year +0.45% +16.06% -35.58%

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 11 September 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 11 September 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 11 September 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 -97 132 £590 +2.59% 153
North of England -53 33 £514 +5.38% 11
Yorkshire -20 21 £518 +3.50% 1
South East -72 15 £451 -21.52% 22
Midlands -55 14 £410 -2.50% 8
South West -43 11 £515 +14.44% 15
East Midlands -17 9 £495 +17.86% 1
North East -41 7 £425 - 1
North West -47 5 £600 +26.32% 9
West Midlands -50 5 £405 -14.10% 7
East of England -44 2 £540 +6.93% 9
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
1 114 (53.77%) Apache Spark
2 32 (15.09%) Apache Airflow
3 31 (14.62%) Apache
4 9 (4.25%) Confluence
5 6 (2.83%) JBoss
6 5 (2.36%) SAS
6 5 (2.36%) SharePoint
7 3 (1.42%) CMS
7 3 (1.42%) Jupyter
7 3 (1.42%) Microsoft Exchange
7 3 (1.42%) Palantir Foundry
8 2 (0.94%) Apache Pig
8 2 (0.94%) Apache Superset
9 1 (0.47%) Luigi
9 1 (0.47%) MQSeries
9 1 (0.47%) nginx
Business Applications
1 2 (0.94%) Endur
2 1 (0.47%) Oracle ERP
2 1 (0.47%) SAP ERP
Cloud Services
1 101 (47.64%) AWS
2 89 (41.98%) Azure
3 71 (33.49%) GCP
4 34 (16.04%) Snowflake
5 23 (10.85%) Amazon S3
6 21 (9.91%) Azure DevOps
6 21 (9.91%) Power Platform
7 20 (9.43%) GitHub
8 17 (8.02%) AWS Lambda
9 14 (6.60%) Amazon EMR
9 14 (6.60%) Serverless
10 12 (5.66%) Amazon ECS
10 12 (5.66%) OpenShift
11 11 (5.19%) Azure Data Factory
11 11 (5.19%) GitHub Actions
12 9 (4.25%) dbt
12 9 (4.25%) PaaS
13 8 (3.77%) Azure Databricks
14 7 (3.30%) Amazon EKS
14 7 (3.30%) Salesforce Service Cloud
Communications & Networking
1 6 (2.83%) Kerberos
2 4 (1.89%) DNS
3 3 (1.42%) Broadband
3 3 (1.42%) DHCP
3 3 (1.42%) Firewall
3 3 (1.42%) SMTP
3 3 (1.42%) VPN
Database & Business Intelligence
1 42 (19.81%) Data Warehouse
2 39 (18.40%) Hadoop
3 35 (16.51%) Data Lake
4 29 (13.68%) NoSQL
5 26 (12.26%) PostgreSQL
6 20 (9.43%) Power BI
7 19 (8.96%) Amazon Redshift
8 18 (8.49%) Apache Hive
8 18 (8.49%) BigQuery
9 13 (6.13%) MongoDB
10 12 (5.66%) Amazon RDS
10 12 (5.66%) Tableau
11 10 (4.72%) Elasticsearch
11 10 (4.72%) Metadata
11 10 (4.72%) Relational Database
12 8 (3.77%) Amazon Athena
12 8 (3.77%) SQL Server
13 7 (3.30%) HBase
14 6 (2.83%) Apache Cassandra
14 6 (2.83%) DynamoDB
Development Applications
1 27 (12.74%) Jenkins
2 25 (11.79%) Git
2 25 (11.79%) GitLab
3 14 (6.60%) JIRA
4 7 (3.30%) Selenium
5 3 (1.42%) JUnit
5 3 (1.42%) PowerDesigner
5 3 (1.42%) Robot Framework
6 2 (0.94%) JMeter
6 2 (0.94%) LoadRunner
6 2 (0.94%) MLflow
6 2 (0.94%) TeamCity
7 1 (0.47%) Atlassian Bamboo
7 1 (0.47%) Claude Code
7 1 (0.47%) eggPlant
7 1 (0.47%) Gatling
7 1 (0.47%) SonarQube
General
1 61 (28.77%) Social Skills
2 46 (21.70%) Analytical Skills
3 45 (21.23%) Finance
4 24 (11.32%) Banking
5 12 (5.66%) Public Sector
6 6 (2.83%) Documentation Skills
6 6 (2.83%) Inclusion and Diversity
6 6 (2.83%) Marketing
7 4 (1.89%) Investment Banking
8 3 (1.42%) Aerospace
8 3 (1.42%) Influencing Skills
8 3 (1.42%) Retail
9 2 (0.94%) Financial Institution
9 2 (0.94%) Legal
9 2 (0.94%) Local Government
9 2 (0.94%) Telecoms
10 1 (0.47%) Advertising
10 1 (0.47%) Corporate Banking
10 1 (0.47%) Manufacturing
10 1 (0.47%) Retail Banking
Job Titles
1 59 (27.83%) Data Engineer
2 35 (16.51%) Architect
2 35 (16.51%) Senior
3 20 (9.43%) Developer
4 17 (8.02%) Analyst
5 14 (6.60%) Solutions Architect
6 13 (6.13%) Data Architect
7 11 (5.19%) Big Data Engineer
7 11 (5.19%) Data Analyst
7 11 (5.19%) DevOps Engineer
8 9 (4.25%) Azure Engineer
8 9 (4.25%) Lead
8 9 (4.25%) Senior Data Engineer
9 7 (3.30%) Artificial Intelligence Engineer
9 7 (3.30%) Test Engineer
10 6 (2.83%) Java Developer
10 6 (2.83%) Linux Engineer
10 6 (2.83%) Product Manager
10 6 (2.83%) Software Developer
10 6 (2.83%) Software Engineer
Libraries, Frameworks & Software Standards
1 42 (19.81%) Kafka
2 37 (17.45%) Terraform
3 28 (13.21%) PySpark
4 19 (8.96%) REST
5 15 (7.08%) Spring
6 14 (6.60%) Spring Boot
7 12 (5.66%) Pandas
8 9 (4.25%) Apache NiFi
9 7 (3.30%) NumPy
10 6 (2.83%) CSS
10 6 (2.83%) Elastic Stack
10 6 (2.83%) HTML
10 6 (2.83%) Play Framework
10 6 (2.83%) PyTorch
10 6 (2.83%) TensorFlow
11 5 (2.36%) .NET
11 5 (2.36%) Langfuse
11 5 (2.36%) Microsoft Graph
12 4 (1.89%) Middleware
12 4 (1.89%) React
Miscellaneous
1 35 (16.51%) Cloud Native
2 26 (12.26%) Distributed Systems
3 14 (6.60%) Product Ownership
4 12 (5.66%) Clustering
4 12 (5.66%) Virtual Team
5 11 (5.19%) Onboarding
6 7 (3.30%) Algorithms
6 7 (3.30%) Data Structures
7 6 (2.83%) Cyber Threat
8 5 (2.36%) Data Protection Act
8 5 (2.36%) Distributed Architecture
8 5 (2.36%) Distributed Computing
9 4 (1.89%) FMCG
10 3 (1.42%) AI Agents
10 3 (1.42%) Data Centre
10 3 (1.42%) Linux Command Line
10 3 (1.42%) PKI
10 3 (1.42%) Social Media
11 2 (0.94%) Analytical Mindset
11 2 (0.94%) Legacy Systems
Operating Systems
1 22 (10.38%) Linux
2 9 (4.25%) Unix
3 6 (2.83%) Red Hat Enterprise Linux
4 3 (1.42%) Windows
4 3 (1.42%) Windows Server
5 1 (0.47%) Windows Server 2003
Processes & Methodologies
1 98 (46.23%) Data Pipeline
2 88 (41.51%) Analytics
3 79 (37.26%) Data Engineering
4 76 (35.85%) CI/CD
5 74 (34.91%) ETL
6 73 (34.43%) Agile
7 65 (30.66%) AI
8 55 (25.94%) DevOps
9 52 (24.53%) Machine Learning
10 45 (21.23%) Data Modelling
11 44 (20.75%) Problem-Solving
12 43 (20.28%) Containerisation
13 41 (19.34%) Data Science
14 36 (16.98%) Data Governance
14 36 (16.98%) Scrum
14 36 (16.98%) Validation
15 34 (16.04%) Infrastructure as Code
16 33 (15.57%) Data Analysis
17 31 (14.62%) Test Automation
18 30 (14.15%) Microservices
Programming Languages
1 113 (53.30%) Python
2 97 (45.75%) SQL
3 53 (25.00%) Java
4 28 (13.21%) Scala
5 22 (10.38%) PowerShell
6 12 (5.66%) JavaScript
6 12 (5.66%) R
7 11 (5.19%) Bash
8 8 (3.77%) C#
9 3 (1.42%) Kusto Query Language
9 3 (1.42%) Rust
10 2 (0.94%) Go
10 2 (0.94%) Korn
10 2 (0.94%) SAS Macro
10 2 (0.94%) Shell Script
11 1 (0.47%) C
11 1 (0.47%) C++
11 1 (0.47%) Data Analysis Expressions
11 1 (0.47%) MATLAB
11 1 (0.47%) PL/SQL
Qualifications
1 43 (20.28%) Security Cleared
2 30 (14.15%) SC Cleared
3 25 (11.79%) Degree
4 13 (6.13%) Computer Science Degree
5 11 (5.19%) Master's Degree
6 8 (3.77%) DV Cleared
7 7 (3.30%) BPSS Clearance
8 5 (2.36%) Azure Certification
9 4 (1.89%) AWS Certification
10 3 (1.42%) PhD
11 2 (0.94%) (ISC)2 CCSP
11 2 (0.94%) AWS Certified Cloud Practitioner
11 2 (0.94%) Cisco Certification
11 2 (0.94%) CISSP
12 1 (0.47%) ISEB
12 1 (0.47%) MBA
12 1 (0.47%) Microsoft Certification
12 1 (0.47%) PMI Certification
12 1 (0.47%) PMP
12 1 (0.47%) TOGAF Certification
Quality Assurance & Compliance
1 49 (23.11%) Data Quality
2 20 (9.43%) QA
3 8 (3.77%) GDPR
4 3 (1.42%) SLA
5 2 (0.94%) Actionable Recommendations
5 2 (0.94%) ISO/IEC 27001
5 2 (0.94%) NIST
5 2 (0.94%) PCI DSS
6 1 (0.47%) California Consumer Privacy Act
6 1 (0.47%) EMIR
6 1 (0.47%) IFRS
6 1 (0.47%) IFRS 9
6 1 (0.47%) MiFID
6 1 (0.47%) NCSC
6 1 (0.47%) PSD2
6 1 (0.47%) SEPA
System Software
1 40 (18.87%) Docker
2 9 (4.25%) VMware Infrastructure
3 5 (2.36%) Active Directory
4 4 (1.89%) HDFS
5 3 (1.42%) BitLocker
5 3 (1.42%) Hyper-V
5 3 (1.42%) Microsoft App-V
5 3 (1.42%) Terminal Services
5 3 (1.42%) VMware ESXi
6 2 (0.94%) Apache Flume
Systems Management
1 44 (20.75%) Kubernetes
2 12 (5.66%) Grafana
3 11 (5.19%) Ansible
3 11 (5.19%) Puppet
4 6 (2.83%) Kibana
4 6 (2.83%) Red Hat Satellite
5 5 (2.36%) Failover Clustering
5 5 (2.36%) Prometheus
6 3 (1.42%) Nagios
6 3 (1.42%) vCenter Server
6 3 (1.42%) vMotion
7 2 (0.94%) Control-M
8 1 (0.47%) HAProxy
8 1 (0.47%) HP ALM
8 1 (0.47%) Kubeflow
Vendors
1 55 (25.94%) Databricks
2 21 (9.91%) Google
3 20 (9.43%) Microsoft
4 14 (6.60%) Cloudera
4 14 (6.60%) Salesforce
5 12 (5.66%) Splunk
6 10 (4.72%) Oracle
7 9 (4.25%) VMware
8 6 (2.83%) Cisco
8 6 (2.83%) Red Hat
9 5 (2.36%) Amplitude
9 5 (2.36%) IBM
9 5 (2.36%) Informatica
10 4 (1.89%) Foundry
10 4 (1.89%) HP
11 3 (1.42%) Citrix
11 3 (1.42%) Palantir
11 3 (1.42%) SAP
11 3 (1.42%) Symantec
11 3 (1.42%) Talend