Big Data Contracts in England

Big Data
UK > England

The table below provides summary statistics for contract job vacancies advertised in England 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 227 223 219
Rank change year-on-year -4 -4 -43
Contract jobs citing Big Data 285 384 568
As % of all contract jobs advertised in England 1.18% 1.04% 1.20%
As % of the Database & Business Intelligence category 6.17% 6.15% 6.77%
Number of daily rates quoted 199 297 378
10th Percentile £408 £362 £454
25th Percentile £467 £463 £506
Median daily rate (50th Percentile) £570 £585 £594
Median % change year-on-year -2.56% -1.47% -1.04%
75th Percentile £675 £751 £725
90th Percentile £750 £850 £825
UK median daily rate £566 £575 £588
% change year-on-year -1.52% -2.13% -2.08%
Number of hourly rates quoted 3 11 23
10th Percentile £42.42 £18.20 £44.40
25th Percentile £47.61 £21.60 £70.50
Median hourly rate £57.50 £40.00 £78.00
Median % change year-on-year +43.75% -48.72% +28.93%
75th Percentile £79.38 £45.63 £90.00
90th Percentile £91.75 £48.75 -
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
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 4,618 6,243 8,396
As % of all contract IT jobs advertised in England 19.06% 16.98% 17.68%
Number of daily rates quoted 3,207 4,511 6,027
10th Percentile £363 £350 £375
25th Percentile £425 £425 £450
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% -
75th Percentile £650 £675 £675
90th Percentile £775 £788 £775
UK median daily rate £519 £525 £550
% change year-on-year -1.19% -4.55% -
Number of hourly rates quoted 92 136 159
10th Percentile £19.41 £14.00 £21.24
25th Percentile £22.96 £20.70 £32.30
Median hourly rate £31.85 £40.00 £60.00
Median % change year-on-year -20.39% -33.33% +34.91%
75th Percentile £62.63 £55.63 £74.38
90th Percentile £75.63 £73.75 £82.60
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 England

Job postings citing Big Data as a proportion of all IT jobs advertised in England.

Job vacancy trend for Big Data in England

Big Data
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Big Data in England.

Daily rate trend for Big Data in England

Big Data
Daily Rate Histogram in England

Daily rate distribution for jobs citing Big Data in England over the 6 months to 31 May 2025.

Daily rate histogram for Big Data in England

Big Data
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Big Data in England.

Hourly rate trend for Big Data in England

Big Data
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Big Data in England over the 6 months to 31 May 2025.

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 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
London -23 159 £586 -9.85% 400
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
North East - 1 £463 - 3
Big Data
UK

Big Data
Co-occurring Skills and Capabilities in England 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
1 117 (41.05%) Apache Spark
2 51 (17.89%) Apache
3 17 (5.96%) Confluence
4 16 (5.61%) Apache Airflow
5 9 (3.16%) Microsoft Exchange
6 4 (1.40%) SharePoint
7 3 (1.05%) nginx
7 3 (1.05%) Oracle Coherence
8 2 (0.70%) Jupyter
8 2 (0.70%) MS Project Server
8 2 (0.70%) SAS
9 1 (0.35%) IBM Domino
9 1 (0.35%) Luigi
9 1 (0.35%) Tomcat
Applications
1 7 (2.46%) Microsoft Excel
2 4 (1.40%) MS Visio
3 2 (0.70%) Microsoft Office
3 2 (0.70%) Microsoft Project
4 1 (0.35%) CATIA
Business Applications
1 4 (1.40%) Avolution ABACUS
2 2 (0.70%) SAP BPC
Cloud Services
1 113 (39.65%) AWS
2 93 (32.63%) Azure
3 53 (18.60%) GCP
4 22 (7.72%) Amazon S3
4 22 (7.72%) Serverless
5 19 (6.67%) Azure DevOps
6 18 (6.32%) Power Platform
7 17 (5.96%) AWS Lambda
8 14 (4.91%) GitHub
8 14 (4.91%) PaaS
9 13 (4.56%) Azure Data Factory
10 12 (4.21%) OpenShift
11 11 (3.86%) Google Kubernetes Engine
12 9 (3.16%) Amazon EC2
12 9 (3.16%) IaaS
12 9 (3.16%) Snowflake
13 7 (2.46%) Azure Synapse Analytics
14 6 (2.11%) Amazon CloudWatch
14 6 (2.11%) AWS CloudFormation
14 6 (2.11%) Cloud Computing
Communications & Networking
1 12 (4.21%) DNS
2 9 (3.16%) DHCP
2 9 (3.16%) Firewall
2 9 (3.16%) SMTP
2 9 (3.16%) VPN
3 3 (1.05%) Internet
4 1 (0.35%) HTTP
4 1 (0.35%) Kerberos
4 1 (0.35%) NAS
4 1 (0.35%) SAN
4 1 (0.35%) Structured Cabling
4 1 (0.35%) Wireless
Database & Business Intelligence
1 97 (34.04%) Hadoop
2 47 (16.49%) Data Warehouse
3 42 (14.74%) Data Lake
4 31 (10.88%) Tableau
5 28 (9.82%) Elasticsearch
5 28 (9.82%) NoSQL
5 28 (9.82%) Relational Database
6 21 (7.37%) Amazon RDS
7 20 (7.02%) Apache Hive
8 19 (6.67%) SQL Server
9 18 (6.32%) PostgreSQL
10 16 (5.61%) Metadata
10 16 (5.61%) MongoDB
10 16 (5.61%) Power BI
11 12 (4.21%) Amazon Redshift
12 11 (3.86%) Impala
13 8 (2.81%) BigQuery
13 8 (2.81%) Flink
14 7 (2.46%) Delta Lake
14 7 (2.46%) MySQL
Development Applications
1 35 (12.28%) Git
2 25 (8.77%) Jenkins
3 21 (7.37%) JIRA
4 14 (4.91%) ERwin
5 8 (2.81%) GitLab
6 6 (2.11%) Bitbucket
7 5 (1.75%) TeamCity
8 4 (1.40%) PowerDesigner
9 3 (1.05%) SonarQube
9 3 (1.05%) Sonatype Nexus
9 3 (1.05%) Visual Studio
10 2 (0.70%) ER Studio
10 2 (0.70%) JUnit
11 1 (0.35%) IBM UrbanCode
11 1 (0.35%) JMeter
11 1 (0.35%) Locust
11 1 (0.35%) MLflow
11 1 (0.35%) Postman
11 1 (0.35%) Robot Framework
11 1 (0.35%) ScalaTest
General
1 86 (30.18%) Finance
2 64 (22.46%) Social Skills
3 60 (21.05%) Analytical Skills
4 35 (12.28%) Banking
5 19 (6.67%) Public Sector
6 11 (3.86%) Presentation Skills
7 9 (3.16%) Telecoms
8 8 (2.81%) Investment Banking
8 8 (2.81%) Organisational Skills
9 7 (2.46%) Legal
10 6 (2.11%) Financial Institution
11 5 (1.75%) Retail
12 4 (1.40%) General Ledger
12 4 (1.40%) Marketing
12 4 (1.40%) Pharmaceutical
13 3 (1.05%) Documentation Skills
13 3 (1.05%) Front Office
13 3 (1.05%) Law
14 2 (0.70%) Automotive
14 2 (0.70%) Manufacturing
Job Titles
1 57 (20.00%) Developer
2 55 (19.30%) Architect
2 55 (19.30%) Data Engineer
3 28 (9.82%) Senior
4 26 (9.12%) Data Architect
5 24 (8.42%) Solutions Architect
6 21 (7.37%) Lead
7 18 (6.32%) Java Developer
8 14 (4.91%) Data Scientist
9 13 (4.56%) AWS Engineer
9 13 (4.56%) Azure Engineer
9 13 (4.56%) Big Data Engineer
10 12 (4.21%) Senior Developer
11 11 (3.86%) Analyst
11 11 (3.86%) DevOps Engineer
12 10 (3.51%) Apache Spark Developer
12 10 (3.51%) Data Analyst
12 10 (3.51%) Data Science Developer
13 9 (3.16%) AWS Data Engineer
13 9 (3.16%) Data Modeller
Libraries, Frameworks & Software Standards
1 43 (15.09%) Kafka
2 20 (7.02%) PySpark
3 18 (6.32%) TensorFlow
4 17 (5.96%) scikit-learn
5 16 (5.61%) PyTorch
6 15 (5.26%) NumPy
6 15 (5.26%) Pandas
7 13 (4.56%) Matplotlib
8 12 (4.21%) Apache NiFi
8 12 (4.21%) Seaborn
9 11 (3.86%) Spark Streaming
10 9 (3.16%) Spring
11 8 (2.81%) OpenTelemetry
11 8 (2.81%) RabbitMQ
11 8 (2.81%) REST
11 8 (2.81%) Web Services
12 7 (2.46%) React
13 6 (2.11%) .NET
13 6 (2.11%) HTML
13 6 (2.11%) JSON
Miscellaneous
1 25 (8.77%) Distributed Computing
2 23 (8.07%) Algorithms
3 15 (5.26%) Market Risk
4 14 (4.91%) Self-Motivation
5 12 (4.21%) Distributed Systems
6 10 (3.51%) Cloud Native
6 10 (3.51%) Data Centre
7 9 (3.16%) Clustering
7 9 (3.16%) PKI
8 8 (2.81%) Analytical Mindset
8 8 (2.81%) Onboarding
8 8 (2.81%) Public Cloud
9 7 (2.46%) Legacy Systems
10 6 (2.11%) Data Structures
11 5 (1.75%) Credit Risk
11 5 (1.75%) Data Fabric
11 5 (1.75%) Private Cloud
12 4 (1.40%) IoT
12 4 (1.40%) Management Information System
13 3 (1.05%) Replication
Operating Systems
1 44 (15.44%) Linux
2 20 (7.02%) Windows
3 18 (6.32%) Windows Server
4 13 (4.56%) Red Hat Enterprise Linux
5 12 (4.21%) Unix
6 6 (2.11%) Ubuntu
7 4 (1.40%) Windows Server 2003
8 3 (1.05%) CentOS
9 1 (0.35%) VMS
Processes & Methodologies
1 95 (33.33%) Analytics
2 75 (26.32%) Machine Learning
3 66 (23.16%) Data Science
3 66 (23.16%) ETL
4 65 (22.81%) Artificial Intelligence
5 63 (22.11%) Data Pipeline
5 63 (22.11%) DevOps
6 61 (21.40%) CI/CD
6 61 (21.40%) Data Modelling
7 60 (21.05%) Agile
8 59 (20.70%) Problem-Solving
9 56 (19.65%) Data Engineering
10 40 (14.04%) Visualisation
11 38 (13.33%) Data Governance
12 35 (12.28%) Migration
13 34 (11.93%) Data Analysis
13 34 (11.93%) Data Architecture
14 31 (10.88%) Computer Science
15 29 (10.18%) Business Intelligence
16 26 (9.12%) Stakeholder Management
Programming Languages
1 142 (49.82%) Python
2 96 (33.68%) SQL
3 65 (22.81%) Java
4 32 (11.23%) Scala
5 29 (10.18%) R
6 21 (7.37%) PowerShell
7 15 (5.26%) JavaScript
8 13 (4.56%) C#
9 10 (3.51%) Shell Script
10 9 (3.16%) C++
11 7 (2.46%) TypeScript
12 6 (2.11%) C
13 4 (1.40%) Perl
14 3 (1.05%) Bash
14 3 (1.05%) T-SQL
15 1 (0.35%) Data Analysis Expressions
15 1 (0.35%) Go
15 1 (0.35%) HiveQL
15 1 (0.35%) Rust
15 1 (0.35%) SPARQL
Qualifications
1 50 (17.54%) Degree
2 47 (16.49%) Security Cleared
3 33 (11.58%) SC Cleared
4 22 (7.72%) Master's Degree
5 20 (7.02%) DV Cleared
6 17 (5.96%) Computer Science Degree
7 15 (5.26%) PhD
8 3 (1.05%) AWS Certification
8 3 (1.05%) AWS Certified Solutions Architect
9 2 (0.70%) BPSS Clearance
9 2 (0.70%) PMI Certification
10 1 (0.35%) ISTQB
10 1 (0.35%) TOGAF Certification
Quality Assurance & Compliance
1 45 (15.79%) Data Quality
2 14 (4.91%) GDPR
3 4 (1.40%) Accessibility
4 3 (1.05%) ISO/IEC 27001
4 3 (1.05%) QA
5 2 (0.70%) HIPAA
6 1 (0.35%) Actionable Recommendations
6 1 (0.35%) California Consumer Privacy Act
6 1 (0.35%) ISO 14001
6 1 (0.35%) ISO 20022
6 1 (0.35%) SEPA
System Software
1 25 (8.77%) Docker
2 12 (4.21%) Active Directory
2 12 (4.21%) VMware Infrastructure
3 9 (3.16%) BitLocker
3 9 (3.16%) Hyper-V
3 9 (3.16%) Microsoft App-V
3 9 (3.16%) Terminal Services
3 9 (3.16%) VMware ESXi
4 3 (1.05%) HDFS
4 3 (1.05%) vCloud
4 3 (1.05%) VMware Workstation
4 3 (1.05%) vSphere
5 1 (0.35%) KVM
5 1 (0.35%) Tivoli Workload Scheduler
5 1 (0.35%) Virtual Servers
Systems Management
1 48 (16.84%) Kubernetes
2 43 (15.09%) Terraform
3 29 (10.18%) Ansible
4 13 (4.56%) Grafana
5 9 (3.16%) Argo
5 9 (3.16%) Nagios
5 9 (3.16%) Puppet
5 9 (3.16%) vCenter Server
5 9 (3.16%) vMotion
6 8 (2.81%) Kibana
7 3 (1.05%) Prometheus
8 1 (0.35%) Apache Ranger
8 1 (0.35%) Hadoop YARN
8 1 (0.35%) HAProxy
8 1 (0.35%) Kubeflow
8 1 (0.35%) Tivoli
Vendors
1 50 (17.54%) Microsoft
2 45 (15.79%) Databricks
3 32 (11.23%) Google
4 20 (7.02%) Oracle
5 19 (6.67%) Cloudera
6 13 (4.56%) VMware
7 9 (3.16%) Citrix
7 9 (3.16%) HP
7 9 (3.16%) Symantec
8 8 (2.81%) SAP
9 7 (2.46%) Splunk
10 5 (1.75%) Foundry
10 5 (1.75%) OpenAI
10 5 (1.75%) Palantir
10 5 (1.75%) Salesforce
11 4 (1.40%) Atlassian
11 4 (1.40%) IBM
11 4 (1.40%) Informatica
11 4 (1.40%) Sybase
12 3 (1.05%) Pega