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

6 months to
23 Apr 2026
Same period 2025 Same period 2024
Rank 380 219 246
Rank change year-on-year -161 +27 -54
Contract jobs citing Big Data 217 300 355
As % of all contract jobs in England 0.55% 1.22% 0.95%
As % of the Database & Business Intelligence category 3.48% 6.40% 5.74%
Number of daily rates quoted 152 211 267
10th Percentile £322 £406 £375
25th Percentile £398 £467 £463
Median daily rate (50th Percentile) £534 £575 £585
Median % change year-on-year -7.17% -1.71% -2.50%
75th Percentile £630 £676 £750
90th Percentile £811 £750 £850
UK median daily rate £525 £570 £583
% change year-on-year -7.89% -2.23% -2.83%
Number of hourly rates quoted 11 3 16
10th Percentile - £52.25 £18.20
25th Percentile £65.00 £53.75 £25.93
Median hourly rate £70.00 £57.50 £42.50
Median % change year-on-year +21.74% +35.29% -41.78%
75th Percentile £75.00 £79.38 £46.51
90th Percentile £90.00 £91.75 £50.00
UK median hourly rate £70.00 £57.50 £42.50
% change year-on-year +21.74% +35.29% -41.78%

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 6,244 4,691 6,185
As % of all contract IT jobs advertised in England 15.73% 19.09% 16.59%
Number of daily rates quoted 4,317 3,293 4,442
10th Percentile £350 £358 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £600 £656 £675
90th Percentile £700 £775 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.07%
Number of hourly rates quoted 164 94 133
10th Percentile £16.85 £19.73 £14.00
25th Percentile £28.67 £23.69 £20.98
Median hourly rate £50.50 £32.96 £40.00
Median % change year-on-year +53.22% -17.60% -32.54%
75th Percentile £74.37 £65.46 £54.13
90th Percentile £82.25 £70.00 £72.50
UK median hourly rate £51.00 £34.50 £40.00
% change year-on-year +47.83% -13.75% -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 23 April 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 23 April 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 23 April 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 -72 141 £550 -4.35% 51
South East -76 24 £525 -4.11% 15
North of England -65 19 £550 -8.33% 18
Midlands -67 14 £450 -10.00% 8
East Midlands -34 11 £428 +8.92% 2
North East -14 8 £525 +13.51% 7
North West -42 7 £358 -40.33% 9
South West -34 5 £550 -14.56% 7
Yorkshire -53 4 £588 -2.08% 2
East of England -39 3 £540 -16.92% 4
West Midlands -65 3 £640 +24.80% 6
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
1 117 (53.92%) Apache Spark
2 28 (12.90%) Apache Airflow
3 27 (12.44%) Apache
4 9 (4.15%) Confluence
5 5 (2.30%) SAS
6 4 (1.84%) SharePoint
7 3 (1.38%) Microsoft Exchange
7 3 (1.38%) Palantir Foundry
8 1 (0.46%) Apache Pig
8 1 (0.46%) Camunda
8 1 (0.46%) Jupyter
Cloud Services
1 112 (51.61%) AWS
2 87 (40.09%) Azure
3 68 (31.34%) GCP
4 26 (11.98%) GitHub
5 25 (11.52%) Amazon S3
5 25 (11.52%) Serverless
6 24 (11.06%) AWS Lambda
7 21 (9.68%) Snowflake
8 17 (7.83%) GitHub Actions
8 17 (7.83%) Power Platform
9 13 (5.99%) Amazon EMR
10 12 (5.53%) Azure DevOps
11 11 (5.07%) Azure Data Factory
12 10 (4.61%) dbt
13 8 (3.69%) OpenShift
14 7 (3.23%) Amazon ECS
14 7 (3.23%) AWS CloudFormation
15 6 (2.76%) Amazon CloudWatch
16 4 (1.84%) Amazon EC2
16 4 (1.84%) Datadog
Communications & Networking
1 3 (1.38%) IPv4
1 3 (1.38%) IPv6
1 3 (1.38%) Kerberos
1 3 (1.38%) VPN
Database & Business Intelligence
1 64 (29.49%) Hadoop
2 48 (22.12%) Data Warehouse
3 45 (20.74%) NoSQL
4 28 (12.90%) PostgreSQL
5 26 (11.98%) Data Lake
6 19 (8.76%) Relational Database
7 15 (6.91%) Metadata
8 14 (6.45%) SQL Server
9 13 (5.99%) Amazon Redshift
9 13 (5.99%) MongoDB
10 12 (5.53%) Apache Hive
10 12 (5.53%) Power BI
11 9 (4.15%) BigQuery
11 9 (4.15%) DynamoDB
11 9 (4.15%) Tableau
12 8 (3.69%) Delta Lake
13 7 (3.23%) Data Vault
13 7 (3.23%) Impala
13 7 (3.23%) Star Schema
14 6 (2.76%) Elasticsearch
Development Applications
1 28 (12.90%) Jenkins
2 18 (8.29%) Git
2 18 (8.29%) GitLab
3 15 (6.91%) JIRA
4 8 (3.69%) Selenium
5 7 (3.23%) Robot Framework
6 5 (2.30%) PowerDesigner
7 4 (1.84%) Postman
8 2 (0.92%) ERwin
8 2 (0.92%) Team Foundation Server
9 1 (0.46%) Artifactory
9 1 (0.46%) Cucumber
9 1 (0.46%) Gatling
9 1 (0.46%) Gradle
9 1 (0.46%) JMeter
9 1 (0.46%) JUnit
9 1 (0.46%) NUnit
9 1 (0.46%) Sonatype Nexus
9 1 (0.46%) SpecFlow
9 1 (0.46%) Visual Studio
General
1 81 (37.33%) Social Skills
2 69 (31.80%) Finance
3 43 (19.82%) Analytical Skills
4 25 (11.52%) Banking
5 12 (5.53%) Public Sector
6 6 (2.76%) Documentation Skills
6 6 (2.76%) Telecoms
7 5 (2.30%) Investment Banking
7 5 (2.30%) Marketing
8 4 (1.84%) Inclusion and Diversity
8 4 (1.84%) Legal
9 2 (0.92%) Aerospace
9 2 (0.92%) Influencing Skills
9 2 (0.92%) Local Government
9 2 (0.92%) Manufacturing
9 2 (0.92%) Organisational Skills
9 2 (0.92%) Presentation Skills
9 2 (0.92%) Retail
10 1 (0.46%) Corporate Banking
10 1 (0.46%) Retail Banking
Job Titles
1 58 (26.73%) Data Engineer
2 32 (14.75%) Developer
3 30 (13.82%) Architect
3 30 (13.82%) Senior
4 22 (10.14%) Lead
5 18 (8.29%) Analyst
6 13 (5.99%) Data Architect
6 13 (5.99%) Data Scientist
7 11 (5.07%) Data Analyst
8 9 (4.15%) Java Developer
8 9 (4.15%) Senior Data Engineer
8 9 (4.15%) Solutions Architect
9 8 (3.69%) Java Engineer
10 7 (3.23%) Azure Engineer
10 7 (3.23%) Platform Engineer
11 6 (2.76%) AWS Engineer
11 6 (2.76%) Business Analyst
11 6 (2.76%) DBA
11 6 (2.76%) Machine Learning Engineer
11 6 (2.76%) SQL DBA
Libraries, Frameworks & Software Standards
1 47 (21.66%) Kafka
2 24 (11.06%) PySpark
3 15 (6.91%) Spring
4 14 (6.45%) Pandas
4 14 (6.45%) TensorFlow
5 13 (5.99%) Spring Boot
6 12 (5.53%) scikit-learn
7 11 (5.07%) HTML
7 11 (5.07%) PyTorch
7 11 (5.07%) REST
8 9 (4.15%) CSS
9 8 (3.69%) NumPy
10 7 (3.23%) Apache NiFi
10 7 (3.23%) React
11 6 (2.76%) Play Framework
12 5 (2.30%) JSON
12 5 (2.30%) Node.js
12 5 (2.30%) pytest
12 5 (2.30%) Spark Streaming
12 5 (2.30%) YAML
Miscellaneous
1 20 (9.22%) Cloud Native
2 14 (6.45%) Distributed Computing
3 12 (5.53%) Product Ownership
4 11 (5.07%) Distributed Systems
5 8 (3.69%) Algorithms
6 5 (2.30%) FMCG
7 4 (1.84%) Foreign Exchange (FX)
7 4 (1.84%) Management Information System
8 3 (1.38%) AI Agents
8 3 (1.38%) Analytical Mindset
8 3 (1.38%) Clustering
8 3 (1.38%) Cyber Threat
8 3 (1.38%) Data Centre
8 3 (1.38%) Hybrid Cloud
9 2 (0.92%) Data Protection Act
9 2 (0.92%) Data Structures
9 2 (0.92%) Educational Technology
9 2 (0.92%) IoT
9 2 (0.92%) Reference Data
9 2 (0.92%) Virtual Team
Operating Systems
1 15 (6.91%) Unix
2 13 (5.99%) Linux
3 2 (0.92%) Windows
3 2 (0.92%) Windows Server
Processes & Methodologies
1 92 (42.40%) CI/CD
2 90 (41.47%) Analytics
3 89 (41.01%) Data Pipeline
4 84 (38.71%) Agile
5 78 (35.94%) Data Engineering
6 76 (35.02%) ETL
7 59 (27.19%) DevOps
8 56 (25.81%) Data Governance
9 55 (25.35%) Data Modelling
10 53 (24.42%) Machine Learning
10 53 (24.42%) Problem-Solving
11 50 (23.04%) AI
12 46 (21.20%) Data Science
13 35 (16.13%) Scrum
14 27 (12.44%) Containerisation
14 27 (12.44%) Software Engineering
15 26 (11.98%) Computer Science
16 25 (11.52%) Decision-Making
16 25 (11.52%) Validation
17 24 (11.06%) Visualisation
Programming Languages
1 115 (53.00%) Python
2 112 (51.61%) SQL
3 51 (23.50%) Java
4 30 (13.82%) Scala
5 22 (10.14%) R
6 14 (6.45%) JavaScript
7 9 (4.15%) Bash
8 5 (2.30%) C#
8 5 (2.30%) SAS Macro
9 4 (1.84%) C++
9 4 (1.84%) PowerShell
9 4 (1.84%) Shell Script
10 3 (1.38%) Rust
10 3 (1.38%) TypeScript
11 2 (0.92%) Ada
12 1 (0.46%) Perl
12 1 (0.46%) PL/SQL
12 1 (0.46%) T-SQL
Qualifications
1 49 (22.58%) Security Cleared
2 35 (16.13%) SC Cleared
3 27 (12.44%) Degree
4 20 (9.22%) Computer Science Degree
5 16 (7.37%) Master's Degree
6 10 (4.61%) DV Cleared
7 7 (3.23%) BPSS Clearance
8 6 (2.76%) Azure Certification
9 3 (1.38%) Microsoft Certification
9 3 (1.38%) PhD
10 2 (0.92%) (ISC)2 CCSP
10 2 (0.92%) AWS Certification
10 2 (0.92%) Cisco Certification
10 2 (0.92%) CISSP
10 2 (0.92%) MCITP
10 2 (0.92%) MCTS
10 2 (0.92%) TOGAF Certification
11 1 (0.46%) HP APS
11 1 (0.46%) ISTQB
11 1 (0.46%) OCP
Quality Assurance & Compliance
1 52 (23.96%) Data Quality
2 14 (6.45%) GDPR
2 14 (6.45%) QA
3 5 (2.30%) ISO/IEC 27001
3 5 (2.30%) NIST
4 4 (1.84%) PCI DSS
5 3 (1.38%) Sarbanes-Oxley
6 2 (0.92%) Accessibility
6 2 (0.92%) Actionable Recommendations
7 1 (0.46%) HIPAA
7 1 (0.46%) IFRS
7 1 (0.46%) IFRS 17
7 1 (0.46%) ISO 13485
7 1 (0.46%) Solvency II
System Software
1 43 (19.82%) Docker
2 9 (4.15%) HDFS
3 3 (1.38%) Active Directory
4 1 (0.46%) Apache Flume
Systems Management
1 44 (20.28%) Kubernetes
2 29 (13.36%) Terraform
3 16 (7.37%) Grafana
4 9 (4.15%) Prometheus
5 6 (2.76%) Ansible
5 6 (2.76%) Kibana
6 3 (1.38%) Argo
6 3 (1.38%) Nagios
6 3 (1.38%) Rancher
7 2 (0.92%) HP ALM
8 1 (0.46%) Control-M
8 1 (0.46%) Kubeflow
8 1 (0.46%) Tivoli
Vendors
1 45 (20.74%) Databricks
2 18 (8.29%) Microsoft
3 12 (5.53%) Google
4 8 (3.69%) Ab Initio
5 6 (2.76%) Cloudera
5 6 (2.76%) IBM
5 6 (2.76%) Informatica
5 6 (2.76%) Salesforce
5 6 (2.76%) Splunk
6 5 (2.30%) Foundry
6 5 (2.30%) OpenAI
6 5 (2.30%) Teradata
7 4 (1.84%) Oracle
8 3 (1.38%) Palantir
9 2 (0.92%) HP
9 2 (0.92%) Salesforce Marketing Cloud
9 2 (0.92%) Talend
10 1 (0.46%) Cisco
10 1 (0.46%) Guidewire
10 1 (0.46%) Sybase