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 7 January 2026, with comparisons to the same periods in the previous two years.

6 months to
7 Jan 2026
Same period 2025 Same period 2024
Rank 334 233 240
Rank change year-on-year -101 +7 -74
Contract jobs citing Big Data 214 295 360
As % of all contract jobs in England 0.68% 1.08% 1.00%
As % of the Database & Business Intelligence category 3.98% 5.89% 6.08%
Number of daily rates quoted 171 180 233
10th Percentile £313 £370 £417
25th Percentile £400 £475 £500
Median daily rate (50th Percentile) £500 £575 £575
Median % change year-on-year -13.04% - -4.17%
75th Percentile £613 £679 £700
90th Percentile £770 £763 £798
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -8.33%
Number of hourly rates quoted 0 4 20
10th Percentile - £30.25 £26.15
25th Percentile - £43.75 £41.88
Median hourly rate - £52.50 £46.18
Median % change year-on-year - +13.69% +5.84%
75th Percentile - £53.75 £57.38
90th Percentile - - £78.00
UK median hourly rate - £52.50 £46.18
% change year-on-year - +13.69% +5.84%

All Database & BI 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 5,381 5,011 5,924
As % of all contract IT jobs advertised in England 17.00% 18.32% 16.43%
Number of daily rates quoted 3,760 3,330 4,239
10th Percentile £325 £350 £355
25th Percentile £412 £425 £440
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - -
75th Percentile £613 £663 £660
90th Percentile £713 £775 £750
UK median daily rate £500 £525 £534
% change year-on-year -4.76% -1.69% -2.91%
Number of hourly rates quoted 71 70 127
10th Percentile £20.66 £19.78 £18.98
25th Percentile £29.56 £24.25 £25.22
Median hourly rate £54.70 £42.00 £46.18
Median % change year-on-year +30.24% -9.05% -16.04%
75th Percentile £71.00 £64.93 £64.50
90th Percentile £85.00 £74.00 £78.00
UK median hourly rate £52.00 £35.00 £46.18
% change year-on-year +48.57% -24.21% -16.04%

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 7 January 2026.

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 7 January 2026. 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 -53 141 £550 - 50
Midlands -31 19 £420 -31.37% 2
South East -34 16 £392 -43.50% 34
East Midlands -16 14 £420 -1.18% 2
North of England -52 14 £473 -24.40% 6
North West -14 13 £473 -12.82% 3
South West -18 11 £525 -21.35% 5
West Midlands -36 5 £402 -34.31%
East of England -27 2 £453 -30.38% 14
Yorkshire -56 1 - - 2
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 98 (45.79%) Apache Spark
2 34 (15.89%) Apache
3 22 (10.28%) Apache Airflow
4 18 (8.41%) Confluence
5 4 (1.87%) SharePoint
6 2 (0.93%) Apache Pig
6 2 (0.93%) Jupyter
6 2 (0.93%) SAS
7 1 (0.47%) Apache Superset
7 1 (0.47%) IIS
7 1 (0.47%) Luigi
7 1 (0.47%) nginx
Applications
1 2 (0.93%) MS Visio
2 1 (0.47%) Microsoft Excel
2 1 (0.47%) Microsoft Office
2 1 (0.47%) Microsoft PowerPoint
Business Applications
1 3 (1.40%) Salesforce CRM
2 1 (0.47%) Distributed Ledger
Cloud Services
1 82 (38.32%) AWS
2 59 (27.57%) Azure
3 44 (20.56%) GCP
4 27 (12.62%) Serverless
5 22 (10.28%) Power Platform
6 18 (8.41%) GitHub
7 17 (7.94%) Snowflake
8 14 (6.54%) Amazon S3
9 12 (5.61%) GitHub Actions
10 9 (4.21%) AWS Lambda
11 7 (3.27%) Amazon ECS
11 7 (3.27%) Amazon SageMaker
12 6 (2.80%) Azure Data Factory
12 6 (2.80%) Azure DevOps
13 5 (2.34%) Amazon EC2
13 5 (2.34%) Amazon EKS
13 5 (2.34%) Microsoft Copilot
14 4 (1.87%) Amazon EMR
14 4 (1.87%) AWS Step Functions
14 4 (1.87%) Azure Synapse Analytics
Communications & Networking
1 4 (1.87%) TCP/IP
2 3 (1.40%) DNS
2 3 (1.40%) Kerberos
2 3 (1.40%) SSH
2 3 (1.40%) VPN
3 2 (0.93%) SSL
4 1 (0.47%) HTTP
Database & Business Intelligence
1 82 (38.32%) Hadoop
2 41 (19.16%) Data Warehouse
3 30 (14.02%) NoSQL
4 25 (11.68%) Data Lake
5 23 (10.75%) Apache Hive
6 22 (10.28%) Power BI
7 21 (9.81%) Elasticsearch
8 20 (9.35%) Relational Database
9 19 (8.88%) SQL Server
10 18 (8.41%) Metadata
10 18 (8.41%) Tableau
11 13 (6.07%) HBase
11 13 (6.07%) PostgreSQL
12 12 (5.61%) Impala
12 12 (5.61%) RDBMS
13 10 (4.67%) BigQuery
14 8 (3.74%) Amazon Redshift
15 7 (3.27%) Azure SQL Database
15 7 (3.27%) Data Mining
16 6 (2.80%) SQL Server Integration Services
Development Applications
1 25 (11.68%) Git
2 22 (10.28%) JIRA
3 20 (9.35%) Jenkins
4 16 (7.48%) GitLab
5 8 (3.74%) MLflow
6 6 (2.80%) ERwin
7 4 (1.87%) ER Studio
8 3 (1.40%) Poetry
8 3 (1.40%) SonarQube
8 3 (1.40%) Sonatype Nexus
9 2 (0.93%) Cypress.io
9 2 (0.93%) Gradle
9 2 (0.93%) PyCharm
9 2 (0.93%) Selenium
9 2 (0.93%) Team Foundation Server
9 2 (0.93%) Visual Studio Code
10 1 (0.47%) Cucumber
10 1 (0.47%) JMeter
10 1 (0.47%) Maven
10 1 (0.47%) NUnit
General
1 76 (35.51%) Social Skills
2 63 (29.44%) Finance
3 36 (16.82%) Analytical Skills
4 22 (10.28%) Banking
5 14 (6.54%) Public Sector
6 5 (2.34%) Telecoms
7 3 (1.40%) Financial Institution
7 3 (1.40%) Inclusion and Diversity
7 3 (1.40%) Investment Banking
7 3 (1.40%) Manufacturing
8 2 (0.93%) Marketing
9 1 (0.47%) Agriculture
9 1 (0.47%) Corporate Banking
9 1 (0.47%) Front Office
9 1 (0.47%) Presentation Skills
9 1 (0.47%) Retail
9 1 (0.47%) Retail Banking
Job Titles
1 60 (28.04%) Data Engineer
2 32 (14.95%) Senior
3 26 (12.15%) Developer
4 20 (9.35%) Data Scientist
4 20 (9.35%) Lead
5 16 (7.48%) Analyst
6 15 (7.01%) Architect
7 13 (6.07%) Data Analyst
8 12 (5.61%) Data Architect
9 10 (4.67%) Software Engineer
10 8 (3.74%) Scala Developer
11 7 (3.27%) AWS Engineer
11 7 (3.27%) Machine Learning Engineer
11 7 (3.27%) Senior Software Engineer
12 6 (2.80%) Data Modeller
12 6 (2.80%) Hadoop Developer
12 6 (2.80%) Java Engineer
12 6 (2.80%) Senior Data Engineer
13 5 (2.34%) Analytics Manager
13 5 (2.34%) Platform Engineer
Libraries, Frameworks & Software Standards
1 46 (21.50%) Kafka
2 29 (13.55%) PySpark
3 23 (10.75%) Apache NiFi
4 18 (8.41%) Pandas
4 18 (8.41%) scikit-learn
5 12 (5.61%) .NET
5 12 (5.61%) TensorFlow
6 11 (5.14%) NumPy
7 10 (4.67%) Flask
7 10 (4.67%) HTML
7 10 (4.67%) RabbitMQ
7 10 (4.67%) React
8 8 (3.74%) Spark Streaming
9 7 (3.27%) Elastic Stack
9 7 (3.27%) JSON
9 7 (3.27%) PyTorch
9 7 (3.27%) RESTful
10 5 (2.34%) XGBoost
10 5 (2.34%) XML
10 5 (2.34%) YAML
Miscellaneous
1 18 (8.41%) Distributed Computing
2 17 (7.94%) Cloud Native
3 14 (6.54%) Algorithms
4 6 (2.80%) Data Structures
5 5 (2.34%) Analytical Mindset
5 5 (2.34%) Distributed Systems
5 5 (2.34%) Hybrid Cloud
6 4 (1.87%) Data Protection Act
6 4 (1.87%) Derivative
7 3 (1.40%) Data Centre
7 3 (1.40%) Management Information System
7 3 (1.40%) Product Ownership
8 2 (0.93%) AI Agents
8 2 (0.93%) FMCG
8 2 (0.93%) Foreign Exchange (FX)
8 2 (0.93%) Hedge funds
8 2 (0.93%) Legacy Systems
8 2 (0.93%) Onboarding
8 2 (0.93%) Reference Data
9 1 (0.47%) Augmented Reality
Operating Systems
1 21 (9.81%) Linux
2 6 (2.80%) Unix
3 2 (0.93%) Windows
4 1 (0.47%) Red Hat Enterprise Linux
Processes & Methodologies
1 68 (31.78%) ETL
2 67 (31.31%) Analytics
3 63 (29.44%) Agile
3 63 (29.44%) Data Pipeline
4 60 (28.04%) Data Modelling
5 55 (25.70%) Data Engineering
6 52 (24.30%) Problem-Solving
7 51 (23.83%) Machine Learning
8 49 (22.90%) Data Science
9 48 (22.43%) CI/CD
10 46 (21.50%) Data Governance
11 38 (17.76%) AI
12 36 (16.82%) Software Engineering
13 35 (16.36%) Visualisation
14 34 (15.89%) DevOps
15 33 (15.42%) Business Intelligence
16 32 (14.95%) Decision-Making
17 29 (13.55%) Microservices
18 27 (12.62%) Containerisation
19 26 (12.15%) Computer Science
Programming Languages
1 146 (68.22%) Python
2 114 (53.27%) SQL
3 43 (20.09%) Java
4 29 (13.55%) Scala
5 22 (10.28%) R
6 15 (7.01%) C#
6 15 (7.01%) C++
7 14 (6.54%) JavaScript
8 12 (5.61%) Bash
9 4 (1.87%) Shell Script
10 3 (1.40%) Groovy
10 3 (1.40%) Perl
10 3 (1.40%) PL/SQL
11 2 (0.93%) Ada
11 2 (0.93%) T-SQL
12 1 (0.47%) C
12 1 (0.47%) Go
12 1 (0.47%) Korn
12 1 (0.47%) Kusto Query Language
12 1 (0.47%) PowerShell
Qualifications
1 46 (21.50%) Security Cleared
2 34 (15.89%) SC Cleared
3 28 (13.08%) Degree
4 25 (11.68%) DV Cleared
5 17 (7.94%) Computer Science Degree
6 15 (7.01%) Master's Degree
7 4 (1.87%) Azure Certification
7 4 (1.87%) BPSS Clearance
7 4 (1.87%) PhD
8 3 (1.40%) AWS Certification
9 2 (0.93%) MCP
10 1 (0.47%) CISSP
10 1 (0.47%) HP APS
10 1 (0.47%) ITIL Certification
10 1 (0.47%) Microsoft Certification
10 1 (0.47%) OCP
10 1 (0.47%) Oracle Certification
10 1 (0.47%) Postgraduate
10 1 (0.47%) Tableau Certification
Quality Assurance & Compliance
1 45 (21.03%) Data Quality
2 12 (5.61%) GDPR
3 10 (4.67%) QA
4 3 (1.40%) California Consumer Privacy Act
5 2 (0.93%) Accessibility
5 2 (0.93%) Actionable Recommendations
5 2 (0.93%) PCI DSS
6 1 (0.47%) HIPAA
6 1 (0.47%) IFRS
6 1 (0.47%) IFRS 17
6 1 (0.47%) Sarbanes-Oxley
6 1 (0.47%) Solvency II
System Software
1 35 (16.36%) Docker
2 15 (7.01%) HDFS
3 1 (0.47%) Virtual Machines
Systems Management
1 36 (16.82%) Kubernetes
2 10 (4.67%) Terraform
3 7 (3.27%) Argo
3 7 (3.27%) Grafana
4 6 (2.80%) Ansible
5 5 (2.34%) Prometheus
6 4 (1.87%) Hadoop YARN
7 3 (1.40%) Istio
7 3 (1.40%) Kibana
7 3 (1.40%) Nagios
7 3 (1.40%) Oozie
7 3 (1.40%) Rancher
8 2 (0.93%) logstash
9 1 (0.47%) HP ALM
9 1 (0.47%) Progress Chef
9 1 (0.47%) Puppet
9 1 (0.47%) Tivoli
Vendors
1 38 (17.76%) Databricks
2 20 (9.35%) Cloudera
2 20 (9.35%) Google
3 16 (7.48%) Microsoft
4 12 (5.61%) Foundry
4 12 (5.61%) Palantir
5 4 (1.87%) Ab Initio
5 4 (1.87%) Oracle
6 3 (1.40%) OpenAI
6 3 (1.40%) Salesforce
7 2 (0.93%) IBM
7 2 (0.93%) Informatica
7 2 (0.93%) Red Hat
7 2 (0.93%) Splunk
7 2 (0.93%) Vertica
8 1 (0.47%) Bloomberg
8 1 (0.47%) Guidewire
8 1 (0.47%) PayPal
8 1 (0.47%) SnapLogic
8 1 (0.47%) Zoomdata