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 vacancies from the 6 months leading up to 16 September 2025, with comparisons to the same periods in the previous two years.

6 months to
16 Sep 2025
Same period 2024 Same period 2023
Rank 277 185 235
Rank change year-on-year -92 +50 -57
Contract jobs citing Big Data 253 437 446
As % of all contract jobs advertised in England 0.92% 1.34% 1.05%
As % of the Database & Business Intelligence category 5.11% 7.38% 6.24%
Number of daily rates quoted 182 292 272
10th Percentile £400 £370 £463
25th Percentile £450 £468 £513
Median daily rate (50th Percentile) £550 £600 £648
Median % change year-on-year -8.33% -7.34% +7.92%
75th Percentile £675 £725 £775
90th Percentile £768 £850 £863
UK median daily rate £550 £600 £600
% change year-on-year -8.26% -0.08% -
Number of hourly rates quoted 2 5 24
10th Percentile £45.06 £27.25 £70.50
25th Percentile £54.22 £36.25 £76.25
Median hourly rate £69.48 £47.50 £78.00
Median % change year-on-year +46.27% -39.10% +3.38%
75th Percentile £84.74 £53.75 £86.25
90th Percentile £93.90 - £90.00
UK median hourly rate £69.48 £47.50 £78.00
% change year-on-year +46.27% -39.10% +3.38%

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 4,954 5,920 7,149
As % of all contract IT jobs advertised in England 17.99% 18.21% 16.78%
Number of daily rates quoted 3,399 4,101 5,047
10th Percentile £335 £350 £363
25th Percentile £413 £425 £450
Median daily rate (50th Percentile) £510 £550 £550
Median % change year-on-year -7.27% - -
75th Percentile £638 £675 £665
90th Percentile £750 £825 £750
UK median daily rate £500 £535 £542
% change year-on-year -6.54% -1.20% -1.55%
Number of hourly rates quoted 80 80 146
10th Percentile £21.25 £17.50 £21.00
25th Percentile £30.55 £21.25 £32.30
Median hourly rate £42.00 £36.25 £55.00
Median % change year-on-year +15.85% -34.09% +22.66%
75th Percentile £65.00 £61.60 £75.00
90th Percentile £80.00 £71.85 £78.75
UK median hourly rate £40.00 £35.00 £55.00
% change year-on-year +14.29% -36.36% +23.10%

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
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 September 2025.

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 September 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 16 September 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 -65 156 £575 -6.12% 131
South East +18 27 £575 +35.29% 66
Midlands -31 19 £420 -31.37% 10
North of England -33 17 £500 -5.21% 17
East of England +15 14 £505 +1.00% 7
North West -2 12 £488 +19.19% 12
East Midlands -6 11 £420 -1.18% 7
West Midlands -29 8 £472 -27.46% 3
South West -4 7 £450 -32.58% 12
Yorkshire -45 3 £500 -5.21% 5
North East -4 2 - -
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
1 100 (39.53%) Apache Spark
2 51 (20.16%) Apache
3 23 (9.09%) Apache Airflow
4 17 (6.72%) Confluence
5 9 (3.56%) Microsoft Exchange
6 4 (1.58%) Jupyter
6 4 (1.58%) nginx
7 3 (1.19%) Luigi
8 2 (0.79%) Apache Pig
8 2 (0.79%) Oracle Coherence
8 2 (0.79%) SAS
8 2 (0.79%) SharePoint
9 1 (0.40%) Apache Superset
9 1 (0.40%) IIS
9 1 (0.40%) MS Project Server
9 1 (0.40%) Tomcat
Applications
1 3 (1.19%) Microsoft Excel
2 2 (0.79%) Microsoft Office
2 2 (0.79%) MS Visio
3 1 (0.40%) Microsoft PowerPoint
3 1 (0.40%) Microsoft Project
Business Applications
1 5 (1.98%) Avolution ABACUS
2 2 (0.79%) Distributed Ledger
3 1 (0.40%) Salesforce CRM
Cloud Services
1 99 (39.13%) AWS
2 79 (31.23%) Azure
3 62 (24.51%) GCP
4 28 (11.07%) Serverless
5 23 (9.09%) Amazon S3
6 18 (7.11%) Power Platform
7 13 (5.14%) Azure DevOps
7 13 (5.14%) GitHub
7 13 (5.14%) OpenShift
8 12 (4.74%) Azure Data Factory
9 11 (4.35%) PaaS
10 10 (3.95%) AWS Lambda
10 10 (3.95%) Google Kubernetes Engine
10 10 (3.95%) IaaS
10 10 (3.95%) Snowflake
11 9 (3.56%) Azure Synapse Analytics
12 8 (3.16%) Amazon SageMaker
13 6 (2.37%) AWS Step Functions
14 5 (1.98%) Amazon EC2
14 5 (1.98%) GitHub Actions
Communications & Networking
1 15 (5.93%) DNS
2 9 (3.56%) DHCP
2 9 (3.56%) Firewall
2 9 (3.56%) SMTP
2 9 (3.56%) VPN
3 3 (1.19%) SSH
3 3 (1.19%) TCP/IP
4 2 (0.79%) HTTP
4 2 (0.79%) Internet
4 2 (0.79%) SSL
Database & Business Intelligence
1 87 (34.39%) Hadoop
2 37 (14.62%) Data Lake
3 35 (13.83%) Data Warehouse
4 32 (12.65%) Elasticsearch
5 28 (11.07%) Tableau
6 24 (9.49%) NoSQL
7 19 (7.51%) Metadata
8 18 (7.11%) Power BI
9 17 (6.72%) PostgreSQL
10 16 (6.32%) BigQuery
11 15 (5.93%) Apache Hive
11 15 (5.93%) SQL Server
12 14 (5.53%) Relational Database
13 11 (4.35%) Amazon RDS
13 11 (4.35%) Amazon Redshift
14 10 (3.95%) Amazon Athena
14 10 (3.95%) Delta Lake
14 10 (3.95%) MongoDB
15 9 (3.56%) SQL Server Integration Services
16 8 (3.16%) Data Vault
Development Applications
1 40 (15.81%) Git
2 28 (11.07%) JIRA
3 18 (7.11%) Jenkins
4 11 (4.35%) GitLab
5 7 (2.77%) ERwin
5 7 (2.77%) MLflow
6 5 (1.98%) SonarQube
7 4 (1.58%) ER Studio
7 4 (1.58%) Sonatype Nexus
8 3 (1.19%) Bitbucket
8 3 (1.19%) Gradle
8 3 (1.19%) Maven
9 2 (0.79%) JUnit
9 2 (0.79%) Poetry
9 2 (0.79%) PyCharm
9 2 (0.79%) Visual Studio
9 2 (0.79%) Visual Studio Code
10 1 (0.40%) JMeter
10 1 (0.40%) Selenium
10 1 (0.40%) Subversion
General
1 69 (27.27%) Finance
2 63 (24.90%) Social Skills
3 53 (20.95%) Analytical Skills
4 21 (8.30%) Public Sector
5 20 (7.91%) Banking
6 13 (5.14%) Telecoms
7 9 (3.56%) Financial Institution
8 5 (1.98%) General Ledger
8 5 (1.98%) Influencing Skills
8 5 (1.98%) Legal
8 5 (1.98%) Organisational Skills
8 5 (1.98%) Retail
9 4 (1.58%) Investment Banking
10 3 (1.19%) Inclusion and Diversity
10 3 (1.19%) Presentation Skills
11 2 (0.79%) Documentation Skills
11 2 (0.79%) Health Technology
11 2 (0.79%) Law
11 2 (0.79%) Marketing
11 2 (0.79%) Publishing
Job Titles
1 56 (22.13%) Data Engineer
2 46 (18.18%) Developer
3 44 (17.39%) Architect
4 29 (11.46%) Senior
5 24 (9.49%) Data Scientist
6 21 (8.30%) Solutions Architect
7 18 (7.11%) Data Architect
8 14 (5.53%) Analyst
9 13 (5.14%) Java Developer
9 13 (5.14%) Lead
10 11 (4.35%) Senior Data Engineer
10 11 (4.35%) Software Engineer
11 10 (3.95%) Apache Spark Developer
11 10 (3.95%) Azure Engineer
11 10 (3.95%) Java Engineer
12 9 (3.56%) Data Analyst
13 8 (3.16%) 3rd Line Support
13 8 (3.16%) 3rd Line Support Engineer
13 8 (3.16%) Infrastructure Engineer
13 8 (3.16%) Support Engineer
Libraries, Frameworks & Software Standards
1 51 (20.16%) Kafka
2 24 (9.49%) PySpark
3 23 (9.09%) Apache NiFi
4 21 (8.30%) Pandas
5 20 (7.91%) scikit-learn
6 16 (6.32%) NumPy
6 16 (6.32%) PyTorch
6 16 (6.32%) TensorFlow
7 13 (5.14%) .NET
8 12 (4.74%) HTML
8 12 (4.74%) RabbitMQ
8 12 (4.74%) Spark Streaming
9 11 (4.35%) React
10 9 (3.56%) Matplotlib
10 9 (3.56%) Spring
11 8 (3.16%) Seaborn
12 7 (2.77%) Elastic Stack
12 7 (2.77%) Flask
12 7 (2.77%) Hugging Face
12 7 (2.77%) JSON
Miscellaneous
1 20 (7.91%) Algorithms
2 19 (7.51%) Distributed Computing
3 16 (6.32%) Cloud Native
4 12 (4.74%) Data Centre
5 11 (4.35%) Market Risk
6 10 (3.95%) Analytical Mindset
7 9 (3.56%) Clustering
7 9 (3.56%) PKI
7 9 (3.56%) Self-Motivation
8 8 (3.16%) Distributed Systems
9 7 (2.77%) Onboarding
10 5 (1.98%) Credit Risk
10 5 (1.98%) Data Protection Act
10 5 (1.98%) Hybrid Cloud
10 5 (1.98%) Public Cloud
11 4 (1.58%) Data Structures
11 4 (1.58%) Legacy Systems
11 4 (1.58%) Private Cloud
11 4 (1.58%) Product Ownership
12 3 (1.19%) Data Fabric
Operating Systems
1 32 (12.65%) Linux
2 16 (6.32%) Windows
3 11 (4.35%) Windows Server
4 8 (3.16%) Unix
5 7 (2.77%) Red Hat Enterprise Linux
6 4 (1.58%) Windows Server 2003
7 2 (0.79%) CentOS
8 1 (0.40%) VMS
Processes & Methodologies
1 78 (30.83%) Agile
1 78 (30.83%) Machine Learning
2 76 (30.04%) Analytics
3 66 (26.09%) Data Pipeline
4 64 (25.30%) ETL
5 62 (24.51%) Data Science
6 58 (22.92%) CI/CD
6 58 (22.92%) Data Modelling
6 58 (22.92%) Problem-Solving
7 57 (22.53%) Artificial Intelligence
8 53 (20.95%) Data Engineering
9 49 (19.37%) DevOps
10 37 (14.62%) Data Governance
11 35 (13.83%) Microservices
12 34 (13.44%) Visualisation
13 29 (11.46%) Data Integration
13 29 (11.46%) Scrum
14 28 (11.07%) Decision-Making
15 27 (10.67%) Business Intelligence
15 27 (10.67%) Software Engineering
Programming Languages
1 149 (58.89%) Python
2 102 (40.32%) SQL
3 53 (20.95%) Java
4 26 (10.28%) Scala
5 24 (9.49%) R
6 16 (6.32%) C#
7 14 (5.53%) C++
7 14 (5.53%) JavaScript
8 12 (4.74%) PowerShell
9 7 (2.77%) Bash
10 6 (2.37%) C
11 4 (1.58%) TypeScript
12 3 (1.19%) Groovy
12 3 (1.19%) Perl
13 2 (0.79%) PL/SQL
13 2 (0.79%) Shell Script
14 1 (0.40%) HiveQL
14 1 (0.40%) Korn
14 1 (0.40%) Kusto Query Language
14 1 (0.40%) T-SQL
Qualifications
1 51 (20.16%) Security Cleared
2 38 (15.02%) Degree
2 38 (15.02%) SC Cleared
3 27 (10.67%) DV Cleared
4 17 (6.72%) Master's Degree
5 10 (3.95%) Computer Science Degree
6 9 (3.56%) PhD
7 3 (1.19%) Azure Certification
7 3 (1.19%) BPSS Clearance
8 2 (0.79%) AWS Certification
8 2 (0.79%) CISSP
9 1 (0.40%) AWS Certified Solutions Architect
9 1 (0.40%) ISTQB
9 1 (0.40%) Microsoft Certification
9 1 (0.40%) PMI Certification
9 1 (0.40%) Tableau Certification
9 1 (0.40%) TOGAF Certification
Quality Assurance & Compliance
1 42 (16.60%) Data Quality
2 14 (5.53%) GDPR
3 8 (3.16%) QA
4 3 (1.19%) Accessibility
5 1 (0.40%) Actionable Recommendations
5 1 (0.40%) California Consumer Privacy Act
5 1 (0.40%) ISO/IEC 27001
System Software
1 29 (11.46%) Docker
2 11 (4.35%) Active Directory
2 11 (4.35%) VMware Infrastructure
3 9 (3.56%) BitLocker
3 9 (3.56%) Hyper-V
3 9 (3.56%) Microsoft App-V
3 9 (3.56%) Terminal Services
3 9 (3.56%) VMware ESXi
4 6 (2.37%) HDFS
5 2 (0.79%) vCloud
5 2 (0.79%) VMware Workstation
5 2 (0.79%) vSphere
6 1 (0.40%) Virtual Machines
6 1 (0.40%) Virtual Servers
Systems Management
1 40 (15.81%) Kubernetes
2 21 (8.30%) Terraform
3 18 (7.11%) Ansible
4 10 (3.95%) Grafana
4 10 (3.95%) Puppet
5 9 (3.56%) Nagios
5 9 (3.56%) vCenter Server
5 9 (3.56%) vMotion
6 8 (3.16%) Argo
7 5 (1.98%) Kibana
8 4 (1.58%) Hadoop YARN
9 3 (1.19%) Istio
9 3 (1.19%) Oozie
9 3 (1.19%) Prometheus
10 2 (0.79%) Progress Chef
11 1 (0.40%) HAProxy
11 1 (0.40%) Kubeflow
11 1 (0.40%) logstash
11 1 (0.40%) Single Sign-On
Vendors
1 40 (15.81%) Microsoft
2 37 (14.62%) Databricks
3 34 (13.44%) Google
4 20 (7.91%) Cloudera
5 13 (5.14%) Foundry
5 13 (5.14%) Palantir
6 12 (4.74%) VMware
7 10 (3.95%) Oracle
8 9 (3.56%) Citrix
8 9 (3.56%) HP
8 9 (3.56%) Symantec
9 4 (1.58%) Informatica
9 4 (1.58%) OpenAI
9 4 (1.58%) Sage
9 4 (1.58%) Splunk
10 3 (1.19%) Salesforce
10 3 (1.19%) Talend
11 2 (0.79%) Brio
11 2 (0.79%) CA Agile Central
11 2 (0.79%) Refinitiv