Big Data Contracts in the UK excluding London

Big Data
UK > UK excluding London

The table below provides summary statistics for contract job vacancies advertised in the UK excluding London requiring Big Data skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Big Data over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 215 276 318
Rank change year-on-year +61 +42 -89
Contract jobs citing Big Data 121 124 146
As % of all contract jobs advertised in the UK excluding London 0.95% 0.60% 0.61%
As % of the Database & Business Intelligence category 5.99% 4.78% 3.93%
Number of daily rates quoted 95 85 95
10th Percentile £409 £351 £463
25th Percentile £464 £450 £500
Median daily rate (50th Percentile) £550 £550 £575
Median % change year-on-year - -4.35% +4.55%
75th Percentile £675 £638 £688
90th Percentile £700 £765 £780
UK median daily rate £570 £583 £600
% change year-on-year -2.23% -2.83% -
Number of hourly rates quoted 0 4 10
10th Percentile - - £35.00
25th Percentile - £18.20 £47.63
Median hourly rate - £19.38 £75.50
Median % change year-on-year - -74.34% +16.15%
75th Percentile - £23.72 £78.00
90th Percentile - £29.44 -
UK median hourly rate £57.50 £35.25 £73.00
% change year-on-year +63.12% -51.71% +11.88%

All Database and Business Intelligence Skills
UK excluding London

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 the UK excluding London.

Contract vacancies with a requirement for database or business intelligence skills 2,019 2,594 3,714
As % of all contract IT jobs advertised in the UK excluding London 15.82% 12.49% 15.43%
Number of daily rates quoted 1,400 1,827 2,673
10th Percentile £315 £325 £350
25th Percentile £400 £400 £413
Median daily rate (50th Percentile) £489 £480 £500
Median % change year-on-year +1.88% -4.00% +2.56%
75th Percentile £575 £588 £594
90th Percentile £660 £675 £688
UK median daily rate £525 £525 £540
% change year-on-year - -2.78% -1.64%
Number of hourly rates quoted 61 96 114
10th Percentile £18.74 £13.50 £21.96
25th Percentile £22.98 £18.03 £32.32
Median hourly rate £30.00 £40.00 £58.05
Median % change year-on-year -25.00% -31.09% +65.84%
75th Percentile £65.62 £58.61 £66.00
90th Percentile £70.00 £77.50 £75.35
UK median hourly rate £32.96 £40.00 £60.00
% change year-on-year -17.60% -33.33% +41.18%

Big Data
Job Vacancy Trend in the UK excluding London

Job postings citing Big Data as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Big Data in the UK excluding London

Big Data
Contractor Daily Rate Trend in the UK excluding London

3-month moving average daily rate quoted in jobs citing Big Data in the UK excluding London.

Daily rate trend for Big Data in the UK excluding London

Big Data
Daily Rate Histogram in the UK excluding London

Daily rate distribution for jobs citing Big Data in the UK excluding London over the 6 months to 1 May 2025.

Daily rate histogram for Big Data in the UK excluding London

Big Data
Contractor Hourly Rate Trend in the UK excluding London

3-month moving average hourly rates quoted in jobs citing Big Data in the UK excluding London.

Hourly rate trend for Big Data in the UK excluding London

Big Data
Contract Job Locations in the UK excluding London

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 UK excluding London region over the 6 months to 1 May 2025. 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
South East +69 48 £545 +21.65% 209
Midlands +9 21 £500 -23.08% 134
North of England +8 21 £600 +9.09% 168
East of England +40 16 £650 +62.50% 105
North West +14 13 £600 +17.65% 83
East Midlands +10 12 £393 -23.41% 50
West Midlands +1 9 £512 -24.09% 74
South West +49 8 £644 +43.06% 81
Yorkshire -2 5 £600 +6.67% 64
Northern Ireland -8 5 £410 -16.96% 9
Scotland 0 4 £409 -28.87% 40
North East +2 3 £463 +1.87% 21
Wales - 1 £167 - 20
Big Data
UK

Big Data
Co-occurring Skills and Capabilities in the UK excluding London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 53 (43.80%) Apache Spark
2 18 (14.88%) Apache
3 8 (6.61%) Microsoft Exchange
4 6 (4.96%) Confluence
5 3 (2.48%) Apache Airflow
5 3 (2.48%) nginx
6 2 (1.65%) Oracle SOA Suite
7 1 (0.83%) MS Project Server
7 1 (0.83%) SAS
7 1 (0.83%) SharePoint
Applications
1 4 (3.31%) MS Visio
2 3 (2.48%) Microsoft Excel
3 2 (1.65%) Microsoft PowerPoint
4 1 (0.83%) CATIA
4 1 (0.83%) Microsoft Office
4 1 (0.83%) Microsoft Project
Business Applications
1 2 (1.65%) Avolution ABACUS
Cloud Services
1 57 (47.11%) AWS
2 52 (42.98%) Azure
3 26 (21.49%) GCP
4 13 (10.74%) OpenShift
5 11 (9.09%) Azure DevOps
6 10 (8.26%) Azure Data Factory
7 9 (7.44%) PaaS
8 8 (6.61%) IaaS
9 5 (4.13%) GitHub
9 5 (4.13%) Snowflake
10 4 (3.31%) Azure Synapse Analytics
10 4 (3.31%) Power Platform
10 4 (3.31%) Serverless
11 3 (2.48%) AWS Lambda
11 3 (2.48%) Azure Machine Learning
12 2 (1.65%) Amazon ECS
12 2 (1.65%) Amazon EKS
12 2 (1.65%) Azure AKS
12 2 (1.65%) dbt
13 1 (0.83%) Cloud Composer
Communications & Networking
1 8 (6.61%) DHCP
1 8 (6.61%) DNS
1 8 (6.61%) Firewall
1 8 (6.61%) SMTP
1 8 (6.61%) VPN
2 1 (0.83%) Internet
2 1 (0.83%) Wireless
Database & Business Intelligence
1 55 (45.45%) Hadoop
2 23 (19.01%) Data Warehouse
3 20 (16.53%) Tableau
4 17 (14.05%) Data Lake
5 14 (11.57%) Apache Hive
6 13 (10.74%) Metadata
7 11 (9.09%) Elasticsearch
7 11 (9.09%) Relational Database
8 9 (7.44%) HBase
8 9 (7.44%) Impala
8 9 (7.44%) NoSQL
9 8 (6.61%) Amazon RDS
9 8 (6.61%) SQL Server
10 6 (4.96%) Azure SQL Database
11 5 (4.13%) Delta Lake
12 4 (3.31%) MongoDB
12 4 (3.31%) PostgreSQL
12 4 (3.31%) Power BI
13 3 (2.48%) Parquet
14 2 (1.65%) Flink
Development Applications
1 11 (9.09%) ERwin
2 10 (8.26%) Git
2 10 (8.26%) Jenkins
3 6 (4.96%) JIRA
3 6 (4.96%) PowerDesigner
4 3 (2.48%) Atlassian Bamboo
5 2 (1.65%) GitLab
6 1 (0.83%) ER Studio
General
1 27 (22.31%) Social Skills
2 26 (21.49%) Analytical Skills
3 20 (16.53%) Finance
4 12 (9.92%) Public Sector
5 6 (4.96%) Banking
6 4 (3.31%) Financial Institution
6 4 (3.31%) Presentation Skills
7 3 (2.48%) Organisational Skills
7 3 (2.48%) Retail
8 2 (1.65%) Automotive
8 2 (1.65%) Billing
8 2 (1.65%) General Ledger
8 2 (1.65%) Inclusion and Diversity
8 2 (1.65%) Law
8 2 (1.65%) Military
8 2 (1.65%) Telecoms
9 1 (0.83%) Advertising
9 1 (0.83%) Influencing Skills
9 1 (0.83%) Legal
9 1 (0.83%) Manufacturing
Job Titles
1 28 (23.14%) Developer
2 22 (18.18%) Senior
3 19 (15.70%) Data Engineer
4 16 (13.22%) Architect
5 12 (9.92%) Data Science Developer
5 12 (9.92%) Senior Developer
6 11 (9.09%) Data Architect
7 8 (6.61%) 3rd Line Engineer
7 8 (6.61%) 3rd Line Support
7 8 (6.61%) 3rd Line Support Engineer
7 8 (6.61%) Data Modeller
7 8 (6.61%) Data Scientist
7 8 (6.61%) Support Engineer
8 7 (5.79%) 3rd Line Infrastructure Engineer
8 7 (5.79%) 3rd Line Infrastructure Support
8 7 (5.79%) AWS Engineer
8 7 (5.79%) Infrastructure Engineer
8 7 (5.79%) Infrastructure Support
8 7 (5.79%) Infrastructure Support Engineer
9 6 (4.96%) Engagement Manager
Libraries, Frameworks & Software Standards
1 21 (17.36%) Kafka
2 19 (15.70%) scikit-learn
3 18 (14.88%) Pandas
3 18 (14.88%) TensorFlow
4 17 (14.05%) NumPy
5 16 (13.22%) PyTorch
6 15 (12.40%) Matplotlib
6 15 (12.40%) PySpark
7 14 (11.57%) Seaborn
8 4 (3.31%) Apache Avro
8 4 (3.31%) Apache NiFi
8 4 (3.31%) JSON
9 3 (2.48%) Elastic Stack
9 3 (2.48%) YAML
10 1 (0.83%) ARM Templates
10 1 (0.83%) Great Expectations
10 1 (0.83%) Lightning Web Components
10 1 (0.83%) Metaflow
10 1 (0.83%) Prophet
10 1 (0.83%) XGBoost
Miscellaneous
1 21 (17.36%) Algorithms
2 8 (6.61%) Clustering
2 8 (6.61%) Data Centre
2 8 (6.61%) PKI
3 7 (5.79%) Distributed Computing
4 6 (4.96%) IoT
5 5 (4.13%) Greenfield Project
5 5 (4.13%) Onboarding
6 4 (3.31%) Distributed Systems
6 4 (3.31%) Management Information System
6 4 (3.31%) Product Ownership
6 4 (3.31%) Self-Motivation
7 2 (1.65%) Cloud Native
7 2 (1.65%) Legacy Systems
7 2 (1.65%) Operational Technology
7 2 (1.65%) Public Cloud
7 2 (1.65%) Replication
7 2 (1.65%) SCADA
8 1 (0.83%) Data Fabric
8 1 (0.83%) Team-Oriented Environment
Operating Systems
1 24 (19.83%) Linux
2 17 (14.05%) Windows
3 13 (10.74%) Windows Server
4 5 (4.13%) Ubuntu
4 5 (4.13%) Unix
5 3 (2.48%) Windows Server 2003
6 2 (1.65%) Red Hat Enterprise Linux
Processes & Methodologies
1 40 (33.06%) Machine Learning
2 36 (29.75%) Analytics
3 34 (28.10%) Artificial Intelligence
3 34 (28.10%) ETL
4 31 (25.62%) Data Science
5 28 (23.14%) DevOps
6 25 (20.66%) Data Pipeline
6 25 (20.66%) Problem-Solving
7 24 (19.83%) Data Engineering
8 21 (17.36%) Computer Science
8 21 (17.36%) Data Analysis
9 20 (16.53%) Visualisation
10 19 (15.70%) Agile
10 19 (15.70%) Decision-Making
11 18 (14.88%) Data Modelling
12 17 (14.05%) Business Intelligence
12 17 (14.05%) CI/CD
12 17 (14.05%) Data Analytics
13 16 (13.22%) LLM
14 14 (11.57%) Generative AI
Programming Languages
1 57 (47.11%) Python
2 43 (35.54%) SQL
3 18 (14.88%) R
4 17 (14.05%) Java
5 13 (10.74%) PowerShell
6 12 (9.92%) Scala
7 4 (3.31%) T-SQL
8 2 (1.65%) Shell Script
9 1 (0.83%) C#
9 1 (0.83%) C++
9 1 (0.83%) Data Analysis Expressions
9 1 (0.83%) Groovy
9 1 (0.83%) Perl
Qualifications
1 31 (25.62%) Degree
2 28 (23.14%) Security Cleared
3 19 (15.70%) DV Cleared
4 14 (11.57%) Master's Degree
5 12 (9.92%) PhD
5 12 (9.92%) SC Cleared
6 9 (7.44%) Computer Science Degree
7 3 (2.48%) Azure Certification
8 1 (0.83%) AWS Certification
8 1 (0.83%) Microsoft Certification
8 1 (0.83%) PMI Certification
Quality Assurance & Compliance
1 27 (22.31%) Data Quality
2 5 (4.13%) GDPR
3 2 (1.65%) HIPAA
3 2 (1.65%) ISO/IEC 27001
4 1 (0.83%) Accessibility
4 1 (0.83%) California Consumer Privacy Act
4 1 (0.83%) QA
System Software
1 17 (14.05%) Docker
2 8 (6.61%) Active Directory
2 8 (6.61%) BitLocker
2 8 (6.61%) Hyper-V
2 8 (6.61%) Microsoft App-V
2 8 (6.61%) Terminal Services
2 8 (6.61%) VMware ESXi
2 8 (6.61%) VMware Infrastructure
3 4 (3.31%) HDFS
4 1 (0.83%) Apache Flume
4 1 (0.83%) Virtual Machines
Systems Management
1 21 (17.36%) Kubernetes
2 17 (14.05%) Ansible
3 11 (9.09%) Terraform
4 8 (6.61%) Nagios
4 8 (6.61%) Puppet
4 8 (6.61%) vCenter Server
4 8 (6.61%) vMotion
5 4 (3.31%) Grafana
6 3 (2.48%) HAProxy
6 3 (2.48%) Kibana
6 3 (2.48%) Prometheus
7 1 (0.83%) Hadoop YARN
Vendors
1 34 (28.10%) Microsoft
2 23 (19.01%) Databricks
3 19 (15.70%) Google
4 8 (6.61%) Citrix
4 8 (6.61%) HP
4 8 (6.61%) Symantec
4 8 (6.61%) VMware
5 7 (5.79%) Cloudera
6 5 (4.13%) Oracle
6 5 (4.13%) Salesforce
7 4 (3.31%) SAP
7 4 (3.31%) Splunk
8 2 (1.65%) Informatica
8 2 (1.65%) Red Hat
9 1 (0.83%) Apple
9 1 (0.83%) Hitachi
9 1 (0.83%) IBM
9 1 (0.83%) Remedy
9 1 (0.83%) Talend
9 1 (0.83%) Virgin Media