Personalization Contracts in England

Personalization
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Personalization skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Personalization over the 6 months leading up to 4 August 2025, comparing them to the same period in the previous two years.

6 months to
4 Aug 2025
Same period 2024 Same period 2023
Rank 457 449 537
Rank change year-on-year -8 +88 +128
Contract jobs citing Personalization 55 76 80
As % of all contract jobs advertised in England 0.20% 0.23% 0.18%
As % of the Processes & Methodologies category 0.22% 0.26% 0.20%
Number of daily rates quoted 36 47 54
10th Percentile £231 £363 £433
25th Percentile £357 £450 £525
Median daily rate (50th Percentile) £500 £550 £694
Median % change year-on-year -9.09% -20.75% +18.13%
75th Percentile £628 £594 £800
90th Percentile £691 £764 £917
UK median daily rate £500 £550 £688
% change year-on-year -9.09% -20.06% +14.67%
Number of hourly rates quoted 1 1 2
10th Percentile - - -
25th Percentile £15.25 £76.25 -
Median hourly rate £15.50 £77.50 £35.00
Median % change year-on-year -80.00% +121.43% -
75th Percentile £15.75 £78.75 -
90th Percentile - - -
UK median hourly rate £15.50 £77.50 £35.00
% change year-on-year -80.00% +121.43% -

All Process and Methodology Skills
England

Personalization falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in England.

Contract vacancies with a requirement for process or methodology skills 25,027 28,787 40,527
As % of all contract IT jobs advertised in England 90.71% 85.92% 89.46%
Number of daily rates quoted 16,013 18,800 28,287
10th Percentile £300 £313 £325
25th Percentile £405 £420 £438
Median daily rate (50th Percentile) £513 £525 £550
Median % change year-on-year -2.38% -4.55% -
75th Percentile £630 £650 £666
90th Percentile £738 £758 £763
UK median daily rate £500 £525 £550
% change year-on-year -4.76% -4.55% -
Number of hourly rates quoted 1,396 1,684 1,409
10th Percentile £14.20 £14.05 £14.25
25th Percentile £17.87 £18.15 £18.90
Median hourly rate £25.15 £42.50 £42.50
Median % change year-on-year -40.82% - +61.35%
75th Percentile £51.10 £65.00 £65.00
90th Percentile £70.08 £75.00 £77.50
UK median hourly rate £25.15 £40.33 £42.50
% change year-on-year -37.63% -5.12% +60.38%

Personalization
Job Vacancy Trend in England

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

Job vacancy trend for Personalization in England

Personalization
Contractor Daily Rate Trend in England

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

Daily rate trend for Personalization in England

Personalization
Daily Rate Histogram in England

Daily rate distribution for jobs citing Personalization in England over the 6 months to 4 August 2025.

Daily rate histogram for Personalization in England

Personalization
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Personalization in England

Personalization
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 Personalization within the England region over the 6 months to 4 August 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 -22 39 £556 +3.49% 252
South East - 5 £200 - 28
North of England -9 4 £450 -22.01% 22
Yorkshire - 4 £450 - 1
East of England +4 3 £545 +21.11% 7
Midlands -7 2 £500 -27.27% 14
West Midlands -3 1 £525 -12.50% 7
East Midlands -6 1 £475 -38.71% 7
Personalization
UK

Personalization
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 7 (12.73%) Apache Airflow
2 4 (7.27%) Apache Spark
3 3 (5.45%) CMS
4 2 (3.64%) Adobe Experience Manager
5 1 (1.82%) Confluence
5 1 (1.82%) Headless CMS
Applications
1 2 (3.64%) Microsoft Excel
2 1 (1.82%) InVision
2 1 (1.82%) Microsoft PowerPoint
2 1 (1.82%) Sketch
Business Applications
1 2 (3.64%) Dynamics CRM
1 2 (3.64%) Payment Gateway
2 1 (1.82%) Magento
2 1 (1.82%) Salesforce CRM
2 1 (1.82%) Shopify
Cloud Services
1 12 (21.82%) GCP
2 8 (14.55%) Vertex AI
3 7 (12.73%) Power Platform
4 6 (10.91%) AWS
4 6 (10.91%) Azure
4 6 (10.91%) dbt
5 5 (9.09%) Adobe Analytics
6 4 (7.27%) Google Analytics
7 2 (3.64%) Amazon SageMaker
7 2 (3.64%) Azure Data Factory
7 2 (3.64%) Azure Synapse Analytics
7 2 (3.64%) Dynamics 365
7 2 (3.64%) Microsoft Purview
7 2 (3.64%) Salesforce Commerce Cloud
8 1 (1.82%) Anthropic Claude
8 1 (1.82%) AWS Step Functions
8 1 (1.82%) Contentsquare
8 1 (1.82%) Figma
8 1 (1.82%) Google Data Studio
8 1 (1.82%) OCI
Communications & Networking
1 2 (3.64%) HDSL
2 1 (1.82%) HTTP
2 1 (1.82%) SMS
Database & Business Intelligence
1 8 (14.55%) BigQuery
2 7 (12.73%) Power BI
3 6 (10.91%) Data Warehouse
3 6 (10.91%) Tableau
4 4 (7.27%) Looker
5 3 (5.45%) Apache Hive
5 3 (5.45%) Hadoop
5 3 (5.45%) Mixpanel
5 3 (5.45%) MySQL
6 2 (3.64%) Elasticsearch
7 1 (1.82%) Amazon Redshift
7 1 (1.82%) Apache Cassandra
7 1 (1.82%) Big Data
Development Applications
1 7 (12.73%) MLflow
2 2 (3.64%) JIRA
3 1 (1.82%) Git
3 1 (1.82%) Jenkins
General
1 30 (54.55%) Social Skills
2 27 (49.09%) Marketing
3 13 (23.64%) Analytical Skills
4 12 (21.82%) Retail
5 9 (16.36%) Advertising
5 9 (16.36%) Finance
6 4 (7.27%) Banking
7 2 (3.64%) Influencing Skills
7 2 (3.64%) Legal
8 1 (1.82%) Automotive
8 1 (1.82%) Corporate Banking
8 1 (1.82%) Documentation Skills
8 1 (1.82%) French Language
8 1 (1.82%) German Language
8 1 (1.82%) Inclusion and Diversity
8 1 (1.82%) Investment Banking
8 1 (1.82%) Presentation Skills
8 1 (1.82%) Retail Banking
Job Titles
1 9 (16.36%) Product Manager
2 8 (14.55%) Architect
3 7 (12.73%) Senior
4 5 (9.09%) Data Scientist
5 4 (7.27%) Senior Manager
6 3 (5.45%) Analyst
6 3 (5.45%) CRM Executive
6 3 (5.45%) Data Analyst
6 3 (5.45%) Lead
6 3 (5.45%) Senior Product Manager
6 3 (5.45%) Solutions Architect
7 2 (3.64%) Artificial Intelligence Engineer
7 2 (3.64%) Artificial Intelligence Specialist
7 2 (3.64%) Cloud Architect
7 2 (3.64%) Data Engineer
7 2 (3.64%) Gen AI Specialist
7 2 (3.64%) Oracle Specialist
7 2 (3.64%) Pensions Analyst
7 2 (3.64%) Product Owner
7 2 (3.64%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 6 (10.91%) PySpark
1 6 (10.91%) TensorFlow
2 4 (7.27%) CSS
2 4 (7.27%) HTML
3 2 (3.64%) Hugging Face
3 2 (3.64%) Kafka
3 2 (3.64%) PyTorch
4 1 (1.82%) Akka
4 1 (1.82%) Elastic Stack
4 1 (1.82%) Faiss
4 1 (1.82%) FastAPI
4 1 (1.82%) Google JAX
4 1 (1.82%) JAX
4 1 (1.82%) JSR 170
4 1 (1.82%) LangChain
4 1 (1.82%) MACH
4 1 (1.82%) Next.js
4 1 (1.82%) OSGi
4 1 (1.82%) React
4 1 (1.82%) scikit-learn
Miscellaneous
1 10 (18.18%) Cloud Native
2 8 (14.55%) Marketing Technology
3 6 (10.91%) Digital Media
4 5 (9.09%) Algorithms
4 5 (9.09%) Product Ownership
5 3 (5.45%) Credit Risk
6 1 (1.82%) AI Agents
6 1 (1.82%) Analytical Mindset
6 1 (1.82%) Client/Server
6 1 (1.82%) EPoS
6 1 (1.82%) Mobile App
6 1 (1.82%) Self-Motivation
6 1 (1.82%) Social Media
Processes & Methodologies
1 31 (56.36%) Analytics
2 23 (41.82%) Machine Learning
3 20 (36.36%) Agile
3 20 (36.36%) Data Science
4 18 (32.73%) Artificial Intelligence
5 17 (30.91%) Roadmaps
6 14 (25.45%) Business Intelligence
6 14 (25.45%) CRM
6 14 (25.45%) Customer Experience
7 13 (23.64%) E-Commerce
7 13 (23.64%) Stakeholder Management
8 11 (20.00%) Product Roadmap
9 10 (18.18%) MLOps
9 10 (18.18%) Product Management
9 10 (18.18%) User Stories
10 9 (16.36%) CI/CD
10 9 (16.36%) Product Vision
10 9 (16.36%) User Experience
11 8 (14.55%) A/B Testing
11 8 (14.55%) Visualisation
Programming Languages
1 16 (29.09%) Python
2 13 (23.64%) SQL
3 3 (5.45%) R
4 2 (3.64%) JavaScript
5 1 (1.82%) Scala
Qualifications
1 8 (14.55%) Degree
2 5 (9.09%) Master's Degree
3 4 (7.27%) Computer Science Degree
4 3 (5.45%) PhD
5 1 (1.82%) Azure Certification
5 1 (1.82%) BPSS Clearance
5 1 (1.82%) Microsoft Certification
5 1 (1.82%) SC Cleared
5 1 (1.82%) Security Cleared
Quality Assurance & Compliance
1 4 (7.27%) Data Quality
2 3 (5.45%) GDPR
2 3 (5.45%) QA
System Software
1 3 (5.45%) Docker
Systems Management
1 6 (10.91%) Kubeflow
2 2 (3.64%) Kubernetes
2 2 (3.64%) Terraform
Vendors
1 10 (18.18%) Adobe
2 7 (12.73%) Salesforce
3 4 (7.27%) Google
4 3 (5.45%) Amplitude
4 3 (5.45%) Microsoft
4 3 (5.45%) Optimizely
4 3 (5.45%) Oracle
5 1 (1.82%) Databricks
5 1 (1.82%) Ensighten
5 1 (1.82%) Facebook
5 1 (1.82%) Hotjar
5 1 (1.82%) OpenAI
5 1 (1.82%) Salesforce Marketing Cloud
5 1 (1.82%) Tealium
5 1 (1.82%) Typelevel