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 31 May 2025, comparing them to the same period in the previous two years.

6 months to
31 May 2025
Same period 2024 Same period 2023
Rank 231 267 311
Rank change year-on-year +36 +44 -79
Contract jobs citing Big Data 112 133 120
As % of all contract jobs advertised in the UK excluding London 0.86% 0.64% 0.53%
As % of the Database & Business Intelligence category 5.36% 5.17% 3.54%
Number of daily rates quoted 87 99 74
10th Percentile £406 £350 £463
25th Percentile £463 £413 £500
Median daily rate (50th Percentile) £515 £510 £575
Median % change year-on-year +0.98% -11.30% +4.55%
75th Percentile £630 £630 £712
90th Percentile £676 £735 £784
UK median daily rate £566 £575 £588
% change year-on-year -1.52% -2.13% -2.08%
Number of hourly rates quoted 1 3 15
10th Percentile - - £37.00
25th Percentile - £18.20 £70.50
Median hourly rate £38.96 £19.38 £78.00
Median % change year-on-year +101.08% -75.16% +30.00%
75th Percentile - £20.55 -
90th Percentile - - £85.20
UK median hourly rate £57.50 £40.00 £78.00
% change year-on-year +43.75% -48.72% +28.93%

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 2,088 2,571 3,386
As % of all contract IT jobs advertised in the UK excluding London 16.02% 12.41% 14.86%
Number of daily rates quoted 1,432 1,821 2,411
10th Percentile £313 £313 £338
25th Percentile £400 £400 £413
Median daily rate (50th Percentile) £475 £475 £500
Median % change year-on-year - -5.00% -
75th Percentile £560 £575 £600
90th Percentile £638 £675 £688
UK median daily rate £519 £525 £550
% change year-on-year -1.19% -4.55% -
Number of hourly rates quoted 60 106 109
10th Percentile £18.72 £13.59 £21.80
25th Percentile £22.66 £17.50 £32.30
Median hourly rate £30.82 £36.75 £58.59
Median % change year-on-year -16.14% -37.28% +67.40%
75th Percentile £65.62 £60.50 £73.71
90th Percentile £70.00 £73.75 £78.00
UK median hourly rate £32.96 £40.00 £60.00
% change year-on-year -17.60% -33.33% +33.33%

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 31 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 31 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 +52 39 £545 +28.24% 60
Midlands +7 24 £500 -23.08% 27
North of England -3 21 £600 +14.29% 54
East of England +39 17 £650 +62.50% 18
East Midlands +13 13 £393 -15.14% 10
North West +6 13 £600 +17.65% 29
West Midlands +3 11 £512 -21.17% 16
Yorkshire -4 7 £600 +9.09% 22
South West +43 5 £650 +22.07% 24
Northern Ireland -8 5 £410 -3.53% 5
Scotland -11 3 £455 -7.90% 24
North East - 1 £463 - 3
Wales - 1 £167 - 7
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 46 (41.07%) Apache Spark
2 14 (12.50%) Apache
3 8 (7.14%) Microsoft Exchange
4 6 (5.36%) Confluence
5 3 (2.68%) Apache Airflow
6 2 (1.79%) MS Project Server
6 2 (1.79%) Oracle SOA Suite
7 1 (0.89%) IBM Domino
7 1 (0.89%) nginx
7 1 (0.89%) SAS
7 1 (0.89%) SharePoint
Applications
1 4 (3.57%) MS Visio
2 2 (1.79%) Microsoft Office
2 2 (1.79%) Microsoft Project
3 1 (0.89%) CATIA
3 1 (0.89%) Microsoft Excel
Business Applications
1 4 (3.57%) Avolution ABACUS
Cloud Services
1 60 (53.57%) AWS
2 45 (40.18%) Azure
3 27 (24.11%) GCP
4 11 (9.82%) OpenShift
5 9 (8.04%) PaaS
6 8 (7.14%) IaaS
6 8 (7.14%) Snowflake
7 6 (5.36%) Azure DevOps
8 5 (4.46%) GitHub
9 4 (3.57%) Amazon S3
9 4 (3.57%) AWS Lambda
9 4 (3.57%) Power Platform
9 4 (3.57%) Serverless
10 3 (2.68%) Amazon EC2
11 2 (1.79%) Azure Data Factory
11 2 (1.79%) Azure Synapse Analytics
11 2 (1.79%) dbt
11 2 (1.79%) Microsoft 365
12 1 (0.89%) Cloud Composer
12 1 (0.89%) Prefect
Communications & Networking
1 8 (7.14%) DHCP
1 8 (7.14%) DNS
1 8 (7.14%) Firewall
1 8 (7.14%) SMTP
1 8 (7.14%) VPN
2 3 (2.68%) Internet
3 1 (0.89%) Wireless
Database & Business Intelligence
1 50 (44.64%) Hadoop
2 22 (19.64%) Data Warehouse
3 19 (16.96%) Tableau
4 13 (11.61%) Apache Hive
5 12 (10.71%) Metadata
5 12 (10.71%) Relational Database
6 11 (9.82%) Elasticsearch
7 10 (8.93%) Data Lake
7 10 (8.93%) NoSQL
8 9 (8.04%) Amazon RDS
9 8 (7.14%) HBase
9 8 (7.14%) Impala
10 6 (5.36%) MongoDB
10 6 (5.36%) PostgreSQL
11 5 (4.46%) Delta Lake
12 4 (3.57%) MySQL
12 4 (3.57%) Power BI
12 4 (3.57%) SQL Server
13 3 (2.68%) Amazon Redshift
13 3 (2.68%) Parquet
Development Applications
1 13 (11.61%) Git
2 9 (8.04%) ERwin
3 8 (7.14%) Jenkins
4 6 (5.36%) JIRA
5 4 (3.57%) PowerDesigner
6 1 (0.89%) Atlassian Bamboo
6 1 (0.89%) ER Studio
6 1 (0.89%) GitLab
General
1 29 (25.89%) Social Skills
2 25 (22.32%) Finance
3 21 (18.75%) Analytical Skills
4 12 (10.71%) Public Sector
5 8 (7.14%) Banking
6 6 (5.36%) Financial Institution
7 5 (4.46%) Presentation Skills
7 5 (4.46%) Retail
8 4 (3.57%) General Ledger
8 4 (3.57%) Telecoms
9 3 (2.68%) Organisational Skills
10 2 (1.79%) Automotive
10 2 (1.79%) Billing
10 2 (1.79%) Health Technology
10 2 (1.79%) Inclusion and Diversity
10 2 (1.79%) Law
11 1 (0.89%) Advertising
11 1 (0.89%) Investment Banking
11 1 (0.89%) Legal
11 1 (0.89%) Manufacturing
Job Titles
1 27 (24.11%) Developer
2 22 (19.64%) Architect
3 16 (14.29%) Senior
4 14 (12.50%) Data Engineer
5 13 (11.61%) Data Architect
6 10 (8.93%) Data Science Developer
7 8 (7.14%) 3rd Line Engineer
7 8 (7.14%) 3rd Line Support
7 8 (7.14%) 3rd Line Support Engineer
7 8 (7.14%) Senior Developer
7 8 (7.14%) Solutions Architect
7 8 (7.14%) Support Engineer
8 7 (6.25%) 3rd Line Infrastructure Engineer
8 7 (6.25%) 3rd Line Infrastructure Support
8 7 (6.25%) Data Modeller
8 7 (6.25%) Data Scientist
8 7 (6.25%) Infrastructure Engineer
8 7 (6.25%) Infrastructure Support
8 7 (6.25%) Infrastructure Support Engineer
9 6 (5.36%) Engagement Manager
Libraries, Frameworks & Software Standards
1 23 (20.54%) Kafka
2 16 (14.29%) Pandas
3 15 (13.39%) NumPy
3 15 (13.39%) scikit-learn
4 14 (12.50%) TensorFlow
5 13 (11.61%) Matplotlib
6 12 (10.71%) PyTorch
6 12 (10.71%) Seaborn
7 8 (7.14%) PySpark
8 4 (3.57%) Apache Avro
8 4 (3.57%) Apache NiFi
8 4 (3.57%) JSON
9 2 (1.79%) Node.js
9 2 (1.79%) React
10 1 (0.89%) Django
10 1 (0.89%) Elastic Stack
10 1 (0.89%) Oracle GoldenGate
10 1 (0.89%) Prophet
10 1 (0.89%) XGBoost
10 1 (0.89%) YAML
Miscellaneous
1 18 (16.07%) Algorithms
2 8 (7.14%) Clustering
2 8 (7.14%) Data Centre
2 8 (7.14%) PKI
3 7 (6.25%) Distributed Computing
4 5 (4.46%) Onboarding
5 4 (3.57%) Distributed Systems
5 4 (3.57%) Greenfield Project
5 4 (3.57%) Self-Motivation
6 3 (2.68%) IoT
6 3 (2.68%) Management Information System
7 2 (1.79%) Data Fabric
7 2 (1.79%) Legacy Systems
7 2 (1.79%) Mobile App
7 2 (1.79%) NHS
7 2 (1.79%) Operational Technology
7 2 (1.79%) PMI
7 2 (1.79%) Replication
7 2 (1.79%) SCADA
8 1 (0.89%) Life Science
Operating Systems
1 19 (16.96%) Linux
2 13 (11.61%) Windows
2 13 (11.61%) Windows Server
3 5 (4.46%) Ubuntu
4 4 (3.57%) Unix
5 3 (2.68%) Windows Server 2003
6 2 (1.79%) Red Hat Enterprise Linux
7 1 (0.89%) VMS
Processes & Methodologies
1 33 (29.46%) Analytics
1 33 (29.46%) Machine Learning
2 30 (26.79%) Data Science
2 30 (26.79%) ETL
3 27 (24.11%) Artificial Intelligence
4 22 (19.64%) Computer Science
5 21 (18.75%) Visualisation
6 20 (17.86%) Data Analysis
6 20 (17.86%) DevOps
7 19 (16.96%) Data Engineering
7 19 (16.96%) Data Modelling
8 18 (16.07%) Problem-Solving
9 17 (15.18%) Data Pipeline
10 15 (13.39%) Data Analytics
10 15 (13.39%) Decision-Making
10 15 (13.39%) LLM
11 14 (12.50%) Agile
11 14 (12.50%) Generative AI
12 13 (11.61%) Business Intelligence
12 13 (11.61%) Migration
Programming Languages
1 45 (40.18%) Python
2 32 (28.57%) SQL
3 16 (14.29%) Java
4 15 (13.39%) R
5 13 (11.61%) PowerShell
5 13 (11.61%) Scala
6 2 (1.79%) Shell Script
6 2 (1.79%) TypeScript
7 1 (0.89%) C++
7 1 (0.89%) Data Analysis Expressions
7 1 (0.89%) Groovy
7 1 (0.89%) HiveQL
7 1 (0.89%) T-SQL
Qualifications
1 33 (29.46%) Degree
2 22 (19.64%) Security Cleared
3 16 (14.29%) DV Cleared
4 13 (11.61%) Master's Degree
5 11 (9.82%) Computer Science Degree
6 10 (8.93%) PhD
7 9 (8.04%) SC Cleared
8 2 (1.79%) BPSS Clearance
8 2 (1.79%) PMI Certification
9 1 (0.89%) AWS Certification
9 1 (0.89%) Azure Certification
9 1 (0.89%) Microsoft Certification
Quality Assurance & Compliance
1 24 (21.43%) Data Quality
2 4 (3.57%) GDPR
3 2 (1.79%) HIPAA
3 2 (1.79%) ISO/IEC 27001
3 2 (1.79%) QA
4 1 (0.89%) Accessibility
4 1 (0.89%) California Consumer Privacy Act
System Software
1 14 (12.50%) Docker
2 8 (7.14%) Active Directory
2 8 (7.14%) BitLocker
2 8 (7.14%) Hyper-V
2 8 (7.14%) Microsoft App-V
2 8 (7.14%) Terminal Services
2 8 (7.14%) VMware ESXi
2 8 (7.14%) VMware Infrastructure
3 4 (3.57%) HDFS
4 1 (0.89%) Virtual Servers
Systems Management
1 18 (16.07%) Kubernetes
2 16 (14.29%) Ansible
3 10 (8.93%) Terraform
4 8 (7.14%) Nagios
4 8 (7.14%) Puppet
4 8 (7.14%) vCenter Server
4 8 (7.14%) vMotion
5 3 (2.68%) Kibana
6 2 (1.79%) Grafana
7 1 (0.89%) Hadoop YARN
7 1 (0.89%) HAProxy
7 1 (0.89%) Prometheus
Vendors
1 23 (20.54%) Microsoft
2 18 (16.07%) Databricks
3 17 (15.18%) Google
4 8 (7.14%) Citrix
4 8 (7.14%) HP
4 8 (7.14%) Symantec
4 8 (7.14%) VMware
5 7 (6.25%) Cloudera
6 6 (5.36%) Oracle
7 5 (4.46%) Salesforce
8 4 (3.57%) SAP
8 4 (3.57%) Splunk
9 3 (2.68%) Informatica
10 2 (1.79%) Brio
10 2 (1.79%) IBM
10 2 (1.79%) Red Hat
11 1 (0.89%) Apple
11 1 (0.89%) Hitachi
11 1 (0.89%) Remedy
11 1 (0.89%) Teradata