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

6 months to
16 Oct 2026
Same period 2025 Same period 2024
Rank 465 292 204
Rank change year-on-year -173 -88 +33
Contract jobs citing Big Data 188 237 412
As % of all contract jobs in England 0.40% 0.84% 1.29%
As % of the Database & Business Intelligence category 2.77% 4.64% 7.11%
Number of daily rates quoted 137 175 263
10th Percentile £347 £381 £353
25th Percentile £425 £426 £456
Median daily rate (50th Percentile) £505 £525 £575
Median % change year-on-year -3.81% -8.70% -4.17%
75th Percentile £656 £668 £719
90th Percentile £725 £775 £825
UK median daily rate £500 £525 £550
% change year-on-year -4.76% -4.55% -4.35%
Number of hourly rates quoted 5 1 5
10th Percentile £49.65 - £27.25
25th Percentile £56.25 - £36.25
Median hourly rate £62.40 £38.96 £47.50
Median % change year-on-year +60.16% -17.98% -39.10%
75th Percentile £67.50 - £53.75
90th Percentile £70.60 - -
UK median hourly rate £62.40 £38.96 £47.50
% change year-on-year +60.16% -17.98% -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 6,790 5,108 5,793
As % of all contract IT jobs advertised in England 14.50% 18.11% 18.07%
Number of daily rates quoted 4,498 3,504 3,929
10th Percentile £350 £338 £350
25th Percentile £419 £413 £425
Median daily rate (50th Percentile) £513 £510 £550
Median % change year-on-year +0.49% -7.27% -
75th Percentile £625 £633 £663
90th Percentile £721 £750 £813
UK median daily rate £505 £500 £528
% change year-on-year +1.00% -5.21% -2.31%
Number of hourly rates quoted 274 72 83
10th Percentile £16.70 £20.67 £17.50
25th Percentile £21.25 £29.00 £22.20
Median hourly rate £41.36 £42.00 £35.00
Median % change year-on-year -1.52% +19.99% -33.33%
75th Percentile £58.44 £65.00 £61.60
90th Percentile £74.68 £80.00 £71.15
UK median hourly rate £40.18 £39.48 £33.22
% change year-on-year +1.77% +18.86% -34.94%

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 16 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 16 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 16 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 -109 121 £600 +9.09% 18
North of England -49 32 £496 +3.06% 4
Yorkshire -16 21 £500 - 2
South West -32 14 £478 -9.05% 7
South East -71 10 £425 -20.00% 8
Midlands -60 9 £405 -3.57% 2
North East -34 6 £378 - 1
North West -50 5 £513 +15.17% 1
West Midlands -50 5 £405 -7.74% 2
East Midlands -13 4 £400 -4.88%
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
1 110 (58.51%) Apache Spark
2 38 (20.21%) Apache
3 26 (13.83%) Apache Airflow
4 7 (3.72%) Confluence
5 6 (3.19%) JBoss
6 5 (2.66%) SharePoint
7 3 (1.60%) Apache Superset
7 3 (1.60%) CMS
7 3 (1.60%) Jupyter
7 3 (1.60%) Microsoft Exchange
7 3 (1.60%) Palantir Foundry
7 3 (1.60%) SAS
8 2 (1.06%) nginx
9 1 (0.53%) Apache Pig
9 1 (0.53%) Luigi
9 1 (0.53%) MQSeries
Applications
1 1 (0.53%) Microsoft Excel
Business Applications
1 2 (1.06%) Endur
2 1 (0.53%) Oracle ERP
2 1 (0.53%) SAP ERP
Cloud Services
1 82 (43.62%) Azure
2 78 (41.49%) AWS
3 55 (29.26%) GCP
4 32 (17.02%) Snowflake
5 22 (11.70%) Azure DevOps
6 18 (9.57%) Amazon S3
6 18 (9.57%) Power Platform
7 16 (8.51%) GitHub
8 15 (7.98%) Azure Data Factory
9 12 (6.38%) Azure Databricks
9 12 (6.38%) OpenShift
9 12 (6.38%) PaaS
10 10 (5.32%) GitHub Actions
11 9 (4.79%) Azure AKS
12 8 (4.26%) dbt
13 7 (3.72%) Amazon EKS
13 7 (3.72%) Amazon EMR
13 7 (3.72%) Serverless
14 6 (3.19%) Amazon ECS
14 6 (3.19%) Amazon EventBridge
Communications & Networking
1 6 (3.19%) DNS
1 6 (3.19%) Kerberos
2 4 (2.13%) Firewall
3 3 (1.60%) Broadband
3 3 (1.60%) DHCP
3 3 (1.60%) SMTP
3 3 (1.60%) VPN
4 1 (0.53%) Network Security
4 1 (0.53%) Reverse Proxy
Database & Business Intelligence
1 44 (23.40%) Hadoop
2 38 (20.21%) Data Warehouse
3 36 (19.15%) Data Lake
4 21 (11.17%) Apache Hive
5 18 (9.57%) Power BI
6 17 (9.04%) Amazon Redshift
6 17 (9.04%) NoSQL
7 16 (8.51%) BigQuery
7 16 (8.51%) PostgreSQL
8 15 (7.98%) Tableau
9 14 (7.45%) Elasticsearch
9 14 (7.45%) Metadata
10 9 (4.79%) Amazon RDS
11 7 (3.72%) Amazon Athena
11 7 (3.72%) SQL Server
12 6 (3.19%) Apache Cassandra
12 6 (3.19%) HBase
12 6 (3.19%) MongoDB
12 6 (3.19%) Parquet
12 6 (3.19%) Relational Database
Development Applications
1 30 (15.96%) GitLab
2 25 (13.30%) Git
3 19 (10.11%) Jenkins
4 12 (6.38%) JIRA
5 4 (2.13%) Selenium
6 3 (1.60%) JMeter
6 3 (1.60%) JUnit
6 3 (1.60%) LoadRunner
7 2 (1.06%) eggPlant
7 2 (1.06%) Gatling
7 2 (1.06%) PowerDesigner
7 2 (1.06%) TeamCity
8 1 (0.53%) Atlassian Bamboo
8 1 (0.53%) Claude Code
8 1 (0.53%) MLflow
8 1 (0.53%) SonarQube
General
1 53 (28.19%) Social Skills
2 40 (21.28%) Finance
3 34 (18.09%) Analytical Skills
4 19 (10.11%) Banking
5 11 (5.85%) Public Sector
6 6 (3.19%) Inclusion and Diversity
6 6 (3.19%) Marketing
7 5 (2.66%) Aerospace
8 3 (1.60%) Investment Banking
8 3 (1.60%) Retail
9 2 (1.06%) Financial Institution
9 2 (1.06%) Front Office
9 2 (1.06%) Legal
9 2 (1.06%) Telecoms
10 1 (0.53%) Advertising
10 1 (0.53%) Automotive
10 1 (0.53%) Manufacturing
10 1 (0.53%) Military
10 1 (0.53%) Pharmaceutical
10 1 (0.53%) Retail Banking
Job Titles
1 55 (29.26%) Data Engineer
2 36 (19.15%) Senior
3 26 (13.83%) Architect
4 17 (9.04%) Analyst
5 15 (7.98%) Senior Data Engineer
6 13 (6.91%) Azure Engineer
6 13 (6.91%) DevOps Engineer
7 12 (6.38%) Data Architect
8 11 (5.85%) Big Data Engineer
8 11 (5.85%) Data Analyst
9 10 (5.32%) Developer
9 10 (5.32%) Solutions Architect
10 9 (4.79%) Artificial Intelligence Engineer
11 8 (4.26%) Platform Engineer
12 7 (3.72%) Azure DevOps Engineer
12 7 (3.72%) Software Engineer
13 6 (3.19%) Linux Engineer
14 5 (2.66%) Infrastructure Engineer
14 5 (2.66%) QA Engineer
14 5 (2.66%) Senior QA Engineer
Libraries, Frameworks & Software Standards
1 35 (18.62%) Terraform
2 34 (18.09%) Kafka
3 28 (14.89%) PySpark
4 17 (9.04%) REST
5 15 (7.98%) Apache NiFi
6 10 (5.32%) Spring
6 10 (5.32%) Spring Boot
7 8 (4.26%) Elastic Stack
8 7 (3.72%) Pandas
9 6 (3.19%) .NET
9 6 (3.19%) PyTorch
9 6 (3.19%) TensorFlow
10 5 (2.66%) Langfuse
10 5 (2.66%) Microsoft Graph
10 5 (2.66%) Middleware
10 5 (2.66%) NumPy
11 3 (1.60%) LangChain
11 3 (1.60%) Node.js
11 3 (1.60%) React
11 3 (1.60%) scikit-learn
Miscellaneous
1 31 (16.49%) Cloud Native
2 21 (11.17%) Distributed Systems
3 13 (6.91%) Onboarding
4 12 (6.38%) Clustering
4 12 (6.38%) Virtual Team
5 11 (5.85%) Algorithms
6 7 (3.72%) Data Structures
6 7 (3.72%) Product Ownership
7 6 (3.19%) Data Protection Act
8 5 (2.66%) Distributed Architecture
9 3 (1.60%) AI Agents
9 3 (1.60%) Analytical Mindset
9 3 (1.60%) Cyber Threat
9 3 (1.60%) Data Centre
9 3 (1.60%) Distributed Computing
9 3 (1.60%) Linux Command Line
9 3 (1.60%) PKI
9 3 (1.60%) Social Media
10 2 (1.06%) Enterprise Software
10 2 (1.06%) Media Streaming
Operating Systems
1 19 (10.11%) Linux
2 6 (3.19%) Red Hat Enterprise Linux
3 4 (2.13%) Windows
4 3 (1.60%) Windows Server
5 2 (1.06%) Unix
6 1 (0.53%) Windows Server 2003
Processes & Methodologies
1 93 (49.47%) Data Pipeline
2 79 (42.02%) Analytics
3 74 (39.36%) CI/CD
3 74 (39.36%) ETL
4 71 (37.77%) Data Engineering
5 69 (36.70%) AI
6 56 (29.79%) DevOps
7 55 (29.26%) Agile
8 50 (26.60%) Machine Learning
9 47 (25.00%) Data Modelling
10 40 (21.28%) Containerisation
11 38 (20.21%) Data Science
12 36 (19.15%) Problem-Solving
13 35 (18.62%) Validation
14 34 (18.09%) Data Analysis
15 33 (17.55%) Data Governance
16 31 (16.49%) Infrastructure as Code
17 28 (14.89%) Test Automation
18 27 (14.36%) Scrum
19 24 (12.77%) Continuous Improvement
Programming Languages
1 107 (56.91%) Python
2 92 (48.94%) SQL
3 40 (21.28%) Java
4 25 (13.30%) PowerShell
5 17 (9.04%) Scala
6 13 (6.91%) Bash
7 10 (5.32%) C#
8 8 (4.26%) R
9 7 (3.72%) JavaScript
10 5 (2.66%) Kusto Query Language
11 2 (1.06%) Bicep
11 2 (1.06%) Go
11 2 (1.06%) Korn
11 2 (1.06%) Shell Script
12 1 (0.53%) C
12 1 (0.53%) C++
12 1 (0.53%) Data Analysis Expressions
12 1 (0.53%) MATLAB
12 1 (0.53%) PL/SQL
Qualifications
1 45 (23.94%) Security Cleared
2 29 (15.43%) SC Cleared
3 27 (14.36%) Degree
4 13 (6.91%) Computer Science Degree
4 13 (6.91%) DV Cleared
5 9 (4.79%) Master's Degree
6 4 (2.13%) AWS Certification
7 3 (1.60%) Azure Certification
7 3 (1.60%) BPSS Clearance
7 3 (1.60%) PhD
8 2 (1.06%) AWS Certified Cloud Practitioner
9 1 (0.53%) FFIEC
9 1 (0.53%) ISEB
9 1 (0.53%) MBA
9 1 (0.53%) PMI Certification
9 1 (0.53%) PMP
9 1 (0.53%) TOGAF Certification
Quality Assurance & Compliance
1 43 (22.87%) Data Quality
2 16 (8.51%) QA
3 6 (3.19%) GDPR
4 3 (1.60%) Actionable Recommendations
4 3 (1.60%) SLA
5 1 (0.53%) California Consumer Privacy Act
5 1 (0.53%) EMIR
5 1 (0.53%) GLBA
5 1 (0.53%) IFRS
5 1 (0.53%) IFRS 9
5 1 (0.53%) MiFID
5 1 (0.53%) NCSC
5 1 (0.53%) NIST
5 1 (0.53%) PCI DSS
5 1 (0.53%) PSD2
5 1 (0.53%) SEPA
System Software
1 31 (16.49%) Docker
2 9 (4.79%) VMware Infrastructure
3 5 (2.66%) Active Directory
3 5 (2.66%) HDFS
4 3 (1.60%) BitLocker
4 3 (1.60%) Hyper-V
4 3 (1.60%) Microsoft App-V
4 3 (1.60%) Terminal Services
4 3 (1.60%) VMware ESXi
5 1 (0.53%) Apache Flume
Systems Management
1 44 (23.40%) Kubernetes
2 16 (8.51%) Ansible
3 13 (6.91%) Puppet
4 6 (3.19%) Grafana
4 6 (3.19%) Red Hat Satellite
5 5 (2.66%) Failover Clustering
6 4 (2.13%) Prometheus
7 3 (1.60%) Nagios
7 3 (1.60%) vCenter Server
7 3 (1.60%) vMotion
8 1 (0.53%) Control-M
8 1 (0.53%) HAProxy
8 1 (0.53%) Progress Chef
Vendors
1 51 (27.13%) Databricks
2 21 (11.17%) Google
3 18 (9.57%) Microsoft
4 16 (8.51%) Cloudera
5 10 (5.32%) Oracle
6 9 (4.79%) Salesforce
6 9 (4.79%) VMware
7 7 (3.72%) Red Hat
7 7 (3.72%) Splunk
8 5 (2.66%) Amplitude
8 5 (2.66%) Cisco
8 5 (2.66%) IBM
8 5 (2.66%) Informatica
9 4 (2.13%) Foundry
10 3 (1.60%) Citrix
10 3 (1.60%) Dynatrace
10 3 (1.60%) HP
10 3 (1.60%) New Relic
10 3 (1.60%) Palantir
10 3 (1.60%) Talend