Period
to 10 July 2020

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Personalization skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Personalization over the 6 months to 10 July 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Personalization
England > London
6 months to
10 Jul 2020
Same period 2019 Same period 2018
Rank 372 504 568
Rank change year-on-year +132 +64 -14
Contract jobs citing Personalization 27 106 75
As % of all contract jobs advertised in London 0.15% 0.26% 0.16%
As % of the Processes & Methodologies category 0.17% 0.29% 0.18%
Number of daily rates quoted 23 60 50
Median daily rate £435 £525 £446
Median daily rate % change year-on-year -17.14% +17.65% -0.83%
10th Percentile £338 £325 £324
90th Percentile £718 £600 £600
England median daily rate £415 £488 £450
% change year-on-year -14.87% +8.33% -10.00%
Number of hourly rates quoted 0 3 2
Median hourly rate - £32.50 £34.50
Median hourly rate % change year-on-year - -5.80% -72.40%
England median hourly rate - £32.50 £34.50
% change year-on-year - -5.80% -72.40%

Personalization is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Contract vacancies with a requirement for process or methodology skills 15,563 36,848 41,166
As % of all contract IT jobs advertised in London 88.75% 88.81% 88.54%
Number of daily rates quoted 10,631 26,356 29,808
Median daily rate £525 £520 £500
Median daily rate % change year-on-year +0.96% +4.00% +4.17%
10th Percentile £329 £340 £325
90th Percentile £713 £688 £675
England median daily rate £480 £475 £463
% change year-on-year +1.05% +2.70% +2.78%
Number of hourly rates quoted 263 434 562
Median hourly rate £35.00 £24.29 £24.09
Median hourly rate % change year-on-year +44.09% +0.83% -2.31%
10th Percentile £15.95 £12.75 £14.00
90th Percentile £54.80 £53.75 £52.50
Median hourly rate £31.94 £24.91 £22.00
% change year-on-year +28.22% +13.23% -12.00%

Personalization
Job Vacancy Trend in London

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

Job vacancy trend for Personalization in London

Personalization
Contractor Daily Rate Trend in London

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

Daily rate trend for Personalization in London

Personalization
Daily Rate Histogram in London

Daily rate distribution for jobs citing Personalization in London over the 6 months to 10 July 2020.

Daily rate histogram for Personalization in London

Personalization
Contractor Hourly Rate Trend in London

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

Hourly rate trend for Personalization in London

Personalization
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Personalization within the London region over the 6 months to 10 July 2020. 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
Job
Vacancies
Central London +114 8 £400 -23.81% 1
West London +36 1 - - 1
Personalization
England

For the 6 months to 10 July 2020, IT contractor jobs citing Personalization also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Personalization.

1 11 (40.74%) Analytics
2 9 (33.33%) Python
2 9 (33.33%) Marketing
3 8 (29.63%) Social Media
3 8 (29.63%) GitHub
4 7 (25.93%) Machine Learning
4 7 (25.93%) Big Data
4 7 (25.93%) Deep Learning
4 7 (25.93%) TensorFlow
4 7 (25.93%) Data Science
5 6 (22.22%) PostgreSQL
5 6 (22.22%) HTML
5 6 (22.22%) JavaScript
5 6 (22.22%) SQL
5 6 (22.22%) CSS
5 6 (22.22%) Hadoop
5 6 (22.22%) NoSQL
5 6 (22.22%) Django
5 6 (22.22%) Investment Management
5 6 (22.22%) Data Lake
5 6 (22.22%) scikit-learn
5 6 (22.22%) Fintech
5 6 (22.22%) CircleCI
5 6 (22.22%) Apache Spark
5 6 (22.22%) Algorithms
5 6 (22.22%) GCP
6 5 (18.52%) Agile Software Development
6 5 (18.52%) Content Management
6 5 (18.52%) Photoshop
6 5 (18.52%) Microsoft

Personalization
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (22.22%) Apache Spark
2 4 (14.81%) CMS
3 3 (11.11%) Adobe Experience Manager
4 2 (7.41%) Oracle Workflow
5 1 (3.70%) Apache Solr
5 1 (3.70%) Exchange Server 2013
5 1 (3.70%) Skype for Business
Applications
1 5 (18.52%) Photoshop
2 4 (14.81%) Microsoft Excel
2 4 (14.81%) Microsoft PowerPoint
3 1 (3.70%) Adobe Illustrator
3 1 (3.70%) Microsoft Office
3 1 (3.70%) Sketch
Business Applications
1 2 (7.41%) Oracle 11i
1 2 (7.41%) Oracle Applications
1 2 (7.41%) Oracle EBS
1 2 (7.41%) Oracle Payables
2 1 (3.70%) Adobe Campaign
2 1 (3.70%) SAP S/4HANA
Cloud Services
1 8 (29.63%) GitHub
2 6 (22.22%) GCP
3 3 (11.11%) Adobe Analytics
3 3 (11.11%) AWS
4 1 (3.70%) Adobe Creative Cloud
4 1 (3.70%) Azure
4 1 (3.70%) Cloud Computing
4 1 (3.70%) IaaS
4 1 (3.70%) Office 365
4 1 (3.70%) PaaS
4 1 (3.70%) SaaS
Communications & Networking
1 1 (3.70%) DNS
1 1 (3.70%) HTTPS
1 1 (3.70%) Intranet
1 1 (3.70%) NAS
1 1 (3.70%) NetScaler
1 1 (3.70%) SAN
1 1 (3.70%) Skype
1 1 (3.70%) SMTP
1 1 (3.70%) VoIP
Database & Business Intelligence
1 7 (25.93%) Big Data
2 6 (22.22%) Data Lake
2 6 (22.22%) Hadoop
2 6 (22.22%) NoSQL
2 6 (22.22%) PostgreSQL
3 3 (11.11%) Relational Database
4 1 (3.70%) SAP HANA
4 1 (3.70%) SQL Server
4 1 (3.70%) SQL Server 2012
Development Applications
1 6 (22.22%) CircleCI
2 2 (7.41%) Git (software)
2 2 (7.41%) Oracle APEX
2 2 (7.41%) Oracle Forms
2 2 (7.41%) Visual Studio
2 2 (7.41%) Visual Studio Code
General
1 9 (33.33%) Marketing
2 2 (7.41%) Law
2 2 (7.41%) Publishing
3 1 (3.70%) Electronics
3 1 (3.70%) Finance
3 1 (3.70%) Legal
3 1 (3.70%) Manufacturing
3 1 (3.70%) Public Sector
3 1 (3.70%) Retail
3 1 (3.70%) Telecoms
Job Titles
1 7 (25.93%) Data Scientist
1 7 (25.93%) Developer
2 4 (14.81%) Email Developer
3 3 (11.11%) Architect
4 2 (7.41%) Cloud Consultant
4 2 (7.41%) Consultant
4 2 (7.41%) E-Commerce Manager
4 2 (7.41%) E-Commerce Product Manager
4 2 (7.41%) Functional Consultant
4 2 (7.41%) Oracle Consultant
4 2 (7.41%) Oracle Functional Consultant
4 2 (7.41%) Product Manager
4 2 (7.41%) Senior Data Scientist
5 1 (3.70%) AWS Developer
5 1 (3.70%) E-Commerce Product Owner
5 1 (3.70%) Email Executive
5 1 (3.70%) HTML CSS Developer
5 1 (3.70%) Machine Learning Developer
5 1 (3.70%) Machine Learning Scientist
5 1 (3.70%) Office 365 Engineer
Libraries, Frameworks & Software Standards
1 7 (25.93%) TensorFlow
2 6 (22.22%) CSS
2 6 (22.22%) Django
2 6 (22.22%) HTML
2 6 (22.22%) scikit-learn
3 4 (14.81%) jQuery
3 4 (14.81%) Natural Language Processing
4 1 (3.70%) Apache Felix
4 1 (3.70%) Apache Sling
4 1 (3.70%) GraphQL
4 1 (3.70%) HTML5
4 1 (3.70%) Java EE
4 1 (3.70%) JSR 168
4 1 (3.70%) JSR 170
4 1 (3.70%) JSR 286
4 1 (3.70%) Lambda Expressions
4 1 (3.70%) OSGi
4 1 (3.70%) RESTful
4 1 (3.70%) SAP Fiori
4 1 (3.70%) Spring
Miscellaneous
1 8 (29.63%) Social Media
2 6 (22.22%) Algorithms
3 2 (7.41%) Analytical Skills
4 1 (3.70%) Client/Server
4 1 (3.70%) Digital Media
4 1 (3.70%) Enterprise Software
4 1 (3.70%) Mobile App
4 1 (3.70%) PKI
Operating Systems
1 2 (7.41%) Windows
2 1 (3.70%) Windows 10
2 1 (3.70%) Windows 7
2 1 (3.70%) Windows Server
2 1 (3.70%) Windows Server 2012
Processes & Methodologies
1 11 (40.74%) Analytics
2 7 (25.93%) Data Science
2 7 (25.93%) Deep Learning
2 7 (25.93%) Machine Learning
3 6 (22.22%) Fintech
3 6 (22.22%) Investment Management
4 5 (18.52%) Agile Software Development
4 5 (18.52%) Content Management
5 4 (14.81%) E-Commerce
5 4 (14.81%) Migration
5 4 (14.81%) Scrum
5 4 (14.81%) User Acceptance Testing
6 3 (11.11%) Business Intelligence
6 3 (11.11%) Cross-Browser Compatibility
6 3 (11.11%) Identity Access Management
6 3 (11.11%) Product Management
6 3 (11.11%) Stakeholder Management
6 3 (11.11%) Workflow
7 2 (7.41%) A/B Testing
7 2 (7.41%) Due Diligence
Programming Languages
1 9 (33.33%) Python
2 6 (22.22%) JavaScript
2 6 (22.22%) SQL
3 4 (14.81%) Java
4 2 (7.41%) PL/SQL
4 2 (7.41%) Ruby
5 1 (3.70%) C
5 1 (3.70%) C++
5 1 (3.70%) PowerShell
5 1 (3.70%) R
Qualifications
1 2 (7.41%) Degree
Quality Assurance & Compliance
1 2 (7.41%) QA
2 1 (3.70%) Actionable Recommendations
System Software
1 1 (3.70%) Active Directory
1 1 (3.70%) Microsoft App-V
1 1 (3.70%) UAG
Systems Management
1 1 (3.70%) Symantec Enterprise Vault
Vendors
1 5 (18.52%) Microsoft
2 4 (14.81%) Adobe
2 4 (14.81%) Oracle
2 4 (14.81%) Salesforce Marketing Cloud
2 4 (14.81%) Salesforce.com
2 4 (14.81%) SAP
3 2 (7.41%) Ivanti
3 2 (7.41%) Tableau
4 1 (3.70%) Ariba
4 1 (3.70%) Concur
4 1 (3.70%) Forcepoint
4 1 (3.70%) Symantec