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 24 October 2025, with comparisons to the same periods in the previous two years.

6 months to
24 Oct 2025
Same period 2024 Same period 2023
Rank 304 184 228
Rank change year-on-year -120 +44 -49
Contract jobs citing Big Data 236 406 435
As % of all contract jobs in England 0.83% 1.29% 1.07%
As % of the Database & Business Intelligence category 4.54% 7.15% 6.40%
Number of daily rates quoted 175 256 277
10th Percentile £380 £358 £450
25th Percentile £425 £463 £500
Median daily rate (50th Percentile) £525 £572 £599
Median % change year-on-year -8.14% -4.65% -0.10%
75th Percentile £675 £700 £718
90th Percentile £775 £825 £830
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - -8.33%
Number of hourly rates quoted 1 5 24
10th Percentile - £27.25 £43.97
25th Percentile - £36.25 £49.44
Median hourly rate £38.96 £47.50 £78.00
Median % change year-on-year -17.98% -39.10% -
75th Percentile - £53.75 £86.25
90th Percentile - - £90.00
UK median hourly rate £38.96 £47.50 £77.75
% change year-on-year -17.98% -38.91% -

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 5,200 5,677 6,797
As % of all contract IT jobs advertised in England 18.23% 17.98% 16.65%
Number of daily rates quoted 3,580 3,844 4,835
10th Percentile £338 £350 £363
25th Percentile £413 £425 £450
Median daily rate (50th Percentile) £510 £550 £550
Median % change year-on-year -7.27% - -
75th Percentile £625 £663 £663
90th Percentile £738 £800 £750
UK median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% -2.27%
Number of hourly rates quoted 76 81 147
10th Percentile £19.46 £17.50 £18.98
25th Percentile £29.00 £22.40 £25.32
Median hourly rate £43.50 £35.00 £50.00
Median % change year-on-year +24.29% -30.00% -
75th Percentile £65.00 £57.50 £70.00
90th Percentile £85.50 £69.75 £78.75
UK median hourly rate £42.00 £30.59 £50.00
% change year-on-year +37.28% -38.82% +0.11%

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 24 October 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
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 24 October 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 -72 145 £550 - 161
South East +1 22 £475 +11.76% 137
Midlands -38 18 £420 -31.37% 8
North of England -47 18 £500 -1.38% 28
North West -9 12 £500 +31.75% 20
East Midlands -5 11 £420 -1.18% 3
South West -15 11 £525 -21.35% 7
East of England +1 9 £500 -16.67% 29
West Midlands -25 7 £402 -36.29% 5
Yorkshire -45 4 £500 -1.38% 5
North East -11 2 - - 3
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 86 (36.44%) Apache Spark
2 41 (17.37%) Apache
3 23 (9.75%) Apache Airflow
4 15 (6.36%) Confluence
5 5 (2.12%) Jupyter
6 3 (1.27%) Luigi
7 2 (0.85%) Apache Pig
7 2 (0.85%) SAS
8 1 (0.42%) Apache Superset
8 1 (0.42%) IIS
8 1 (0.42%) MS Project Server
8 1 (0.42%) nginx
Applications
1 2 (0.85%) Microsoft Office
1 2 (0.85%) MS Visio
2 1 (0.42%) Microsoft Excel
2 1 (0.42%) Microsoft PowerPoint
2 1 (0.42%) Microsoft Project
Business Applications
1 5 (2.12%) Avolution ABACUS
2 3 (1.27%) Salesforce CRM
3 2 (0.85%) Distributed Ledger
Cloud Services
1 96 (40.68%) AWS
2 74 (31.36%) Azure
3 56 (23.73%) GCP
4 31 (13.14%) Serverless
5 23 (9.75%) Power Platform
6 21 (8.90%) Amazon S3
7 17 (7.20%) Snowflake
8 15 (6.36%) GitHub
9 11 (4.66%) Amazon SageMaker
10 10 (4.24%) AWS Lambda
11 9 (3.81%) Google Kubernetes Engine
12 8 (3.39%) Azure Data Factory
12 8 (3.39%) Azure DevOps
12 8 (3.39%) Azure Synapse Analytics
13 7 (2.97%) AWS Step Functions
13 7 (2.97%) GitHub Actions
14 6 (2.54%) Amazon ECS
15 5 (2.12%) Microsoft Copilot
16 4 (1.69%) Amazon Bedrock
16 4 (1.69%) ChatGPT
Communications & Networking
1 4 (1.69%) DNS
1 4 (1.69%) TCP/IP
2 3 (1.27%) SSH
3 2 (0.85%) Internet
3 2 (0.85%) SSL
4 1 (0.42%) HTTP
Database & Business Intelligence
1 77 (32.63%) Hadoop
2 38 (16.10%) Data Warehouse
3 37 (15.68%) Data Lake
4 28 (11.86%) NoSQL
5 24 (10.17%) Elasticsearch
6 23 (9.75%) Power BI
7 22 (9.32%) Tableau
8 20 (8.47%) BigQuery
8 20 (8.47%) Relational Database
8 20 (8.47%) SQL Server
9 19 (8.05%) Metadata
10 17 (7.20%) PostgreSQL
11 15 (6.36%) Apache Hive
12 12 (5.08%) RDBMS
13 9 (3.81%) Amazon Athena
14 8 (3.39%) HBase
14 8 (3.39%) MongoDB
15 7 (2.97%) Amazon Redshift
15 7 (2.97%) Data Vault
15 7 (2.97%) Delta Lake
Development Applications
1 33 (13.98%) Git
2 23 (9.75%) JIRA
3 15 (6.36%) GitLab
4 11 (4.66%) Jenkins
5 9 (3.81%) MLflow
6 5 (2.12%) ERwin
7 4 (1.69%) ER Studio
8 3 (1.27%) Gradle
8 3 (1.27%) Maven
8 3 (1.27%) SonarQube
9 2 (0.85%) Cypress.io
9 2 (0.85%) Poetry
9 2 (0.85%) PyCharm
9 2 (0.85%) Sonatype Nexus
9 2 (0.85%) Visual Studio Code
General
1 67 (28.39%) Finance
2 66 (27.97%) Social Skills
3 43 (18.22%) Analytical Skills
4 25 (10.59%) Banking
5 12 (5.08%) Public Sector
5 12 (5.08%) Telecoms
6 9 (3.81%) Financial Institution
7 5 (2.12%) General Ledger
7 5 (2.12%) Retail
8 4 (1.69%) Influencing Skills
9 3 (1.27%) Investment Banking
9 3 (1.27%) Organisational Skills
10 2 (0.85%) Health Technology
10 2 (0.85%) Inclusion and Diversity
10 2 (0.85%) Marketing
10 2 (0.85%) Publishing
11 1 (0.42%) Agriculture
11 1 (0.42%) Legal
11 1 (0.42%) Police
11 1 (0.42%) Presentation Skills
Job Titles
1 62 (26.27%) Data Engineer
2 40 (16.95%) Architect
3 33 (13.98%) Senior
4 26 (11.02%) Developer
5 21 (8.90%) Data Architect
6 20 (8.47%) Data Scientist
7 19 (8.05%) Lead
8 14 (5.93%) Software Engineer
8 14 (5.93%) Solutions Architect
9 12 (5.08%) Analyst
10 8 (3.39%) Big Data Engineer
10 8 (3.39%) Java Engineer
10 8 (3.39%) Senior Data Engineer
10 8 (3.39%) Senior Software Engineer
11 7 (2.97%) Azure Engineer
11 7 (2.97%) Data Analyst
12 6 (2.54%) Data Modeller
12 6 (2.54%) Machine Learning Engineer
12 6 (2.54%) Scala Developer
13 5 (2.12%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 52 (22.03%) Kafka
2 28 (11.86%) PySpark
3 26 (11.02%) Apache NiFi
4 19 (8.05%) Pandas
4 19 (8.05%) scikit-learn
5 14 (5.93%) NumPy
6 13 (5.51%) .NET
6 13 (5.51%) PyTorch
7 12 (5.08%) React
7 12 (5.08%) TensorFlow
8 11 (4.66%) HTML
8 11 (4.66%) RabbitMQ
9 9 (3.81%) Flask
10 7 (2.97%) Elastic Stack
10 7 (2.97%) Hugging Face
10 7 (2.97%) JSON
11 6 (2.54%) OpenTelemetry
11 6 (2.54%) RESTful
11 6 (2.54%) Spring
11 6 (2.54%) XML
Miscellaneous
1 20 (8.47%) Cloud Native
2 17 (7.20%) Algorithms
3 16 (6.78%) Distributed Computing
4 9 (3.81%) Data Structures
5 7 (2.97%) Distributed Systems
6 5 (2.12%) Data Protection Act
6 5 (2.12%) Hybrid Cloud
6 5 (2.12%) Onboarding
6 5 (2.12%) Self-Motivation
7 4 (1.69%) Analytical Mindset
7 4 (1.69%) Credit Risk
7 4 (1.69%) Legacy Systems
8 3 (1.27%) Data Centre
8 3 (1.27%) Derivative
8 3 (1.27%) Market Risk
9 2 (0.85%) Enterprise Cloud
9 2 (0.85%) Fixed Income
9 2 (0.85%) Hedge funds
9 2 (0.85%) Management Information System
9 2 (0.85%) NHS
Operating Systems
1 20 (8.47%) Linux
2 8 (3.39%) Unix
3 6 (2.54%) Windows
4 4 (1.69%) Red Hat Enterprise Linux
5 1 (0.42%) VMS
Processes & Methodologies
1 71 (30.08%) Agile
2 70 (29.66%) Data Modelling
3 68 (28.81%) Analytics
3 68 (28.81%) ETL
4 65 (27.54%) Machine Learning
5 61 (25.85%) Data Pipeline
6 60 (25.42%) Data Engineering
7 56 (23.73%) Data Science
8 51 (21.61%) AI
8 51 (21.61%) CI/CD
9 47 (19.92%) Data Governance
9 47 (19.92%) Problem-Solving
10 40 (16.95%) Microservices
11 37 (15.68%) Software Engineering
12 33 (13.98%) Containerisation
12 33 (13.98%) Visualisation
13 31 (13.14%) Business Intelligence
14 30 (12.71%) Data Integration
14 30 (12.71%) Decision-Making
15 29 (12.29%) DevOps
Programming Languages
1 162 (68.64%) Python
2 114 (48.31%) SQL
3 45 (19.07%) Java
4 27 (11.44%) Scala
5 19 (8.05%) C++
5 19 (8.05%) R
6 14 (5.93%) C#
7 13 (5.51%) JavaScript
8 7 (2.97%) Bash
9 6 (2.54%) C
10 3 (1.27%) Groovy
10 3 (1.27%) Perl
10 3 (1.27%) Shell Script
11 2 (0.85%) Go
11 2 (0.85%) PL/SQL
11 2 (0.85%) PowerShell
11 2 (0.85%) TypeScript
12 1 (0.42%) HiveQL
12 1 (0.42%) Korn
12 1 (0.42%) T-SQL
Qualifications
1 38 (16.10%) Security Cleared
2 33 (13.98%) SC Cleared
3 30 (12.71%) Degree
4 23 (9.75%) DV Cleared
5 18 (7.63%) Master's Degree
6 12 (5.08%) Computer Science Degree
7 6 (2.54%) PhD
8 4 (1.69%) AWS Certification
9 3 (1.27%) Azure Certification
9 3 (1.27%) BPSS Clearance
10 2 (0.85%) CISSP
11 1 (0.42%) ITIL Certification
11 1 (0.42%) Microsoft Certification
11 1 (0.42%) PMI Certification
11 1 (0.42%) Postgraduate
11 1 (0.42%) Tableau Certification
Quality Assurance & Compliance
1 47 (19.92%) Data Quality
2 17 (7.20%) GDPR
3 10 (4.24%) QA
4 4 (1.69%) California Consumer Privacy Act
5 3 (1.27%) Accessibility
System Software
1 27 (11.44%) Docker
2 9 (3.81%) HDFS
3 1 (0.42%) Virtual Machines
3 1 (0.42%) Virtual Servers
Systems Management
1 35 (14.83%) Kubernetes
2 17 (7.20%) Terraform
3 8 (3.39%) Grafana
4 7 (2.97%) Ansible
4 7 (2.97%) Argo
5 4 (1.69%) Hadoop YARN
5 4 (1.69%) Kibana
6 3 (1.27%) Istio
6 3 (1.27%) Oozie
6 3 (1.27%) Prometheus
7 2 (0.85%) logstash
7 2 (0.85%) Progress Chef
8 1 (0.42%) Kubeflow
8 1 (0.42%) Puppet
8 1 (0.42%) Single Sign-On
Vendors
1 33 (13.98%) Databricks
2 31 (13.14%) Google
3 25 (10.59%) Microsoft
4 20 (8.47%) Cloudera
5 15 (6.36%) Foundry
5 15 (6.36%) Palantir
6 6 (2.54%) Oracle
7 5 (2.12%) Salesforce
8 4 (1.69%) OpenAI
8 4 (1.69%) Sage
9 3 (1.27%) Informatica
9 3 (1.27%) Splunk
10 2 (0.85%) Bloomberg
10 2 (0.85%) Brio
10 2 (0.85%) Red Hat
10 2 (0.85%) Refinitiv
10 2 (0.85%) Vertica
11 1 (0.42%) Ab Initio
11 1 (0.42%) IBM
11 1 (0.42%) Sybase