The following table provides summary statistics for permanent job vacancies advertised in Canary Wharf with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
London / Canary Wharf
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 32 27 29
Rank change year-on-year -5 +2  
Permanent jobs citing Data Analysis 4 1 3
As % of all permanent IT jobs advertised in Canary Wharf 2.61% 0.66% 1.95%
As % of the Processes & Methodologies category 2.70% 0.83% 2.01%
Number of salaries quoted 2 1 2
Median salary £66,250 £47,500 £53,750
Median salary % change year-on-year +39.47% -11.62%  
90% offered a salary of more than £63,250 £47,500 £44,750
10% offered a salary of more than £69,250 £47,500 £62,750
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Canary Wharf with a requirement for process and methodology skills.

Process & Methodology Skills
Canary Wharf
Permanent job vacancies with a requirement for process and methodology skills 148 121 149
As % of all permanent IT job vacancies advertised in Canary Wharf 96.73% 79.61% 96.75%
Number of salaries quoted 106 99 118
Median salary £70,000 £60,000 £70,000
Median salary % change year-on-year +16.66% -14.28%  
90% offered a salary of more than £50,000 £47,000 £45,000
10% offered a salary of more than £100,000 £80,000 £100,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Canary Wharf

The job posting trend of jobs advertised in Canary Wharf citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in Canary Wharf

Data Analysis
Salary Trend in Canary Wharf

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis in Canary Wharf.

Salary trend for Data Analysis in Canary Wharf

For the 6 months to 24 June 2017, IT jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Canary Wharf region with a requirement for Data Analysis.

1 4 (66.67%) Analytics
2 3 (50.00%) Tableau
2 3 (50.00%) A/B Testing
2 3 (50.00%) Conversion Rate Optimisation
2 3 (50.00%) SQL
2 3 (50.00%) Finance
2 3 (50.00%) Data Modelling
2 3 (50.00%) Banking
2 3 (50.00%) Investment Banking
2 3 (50.00%) Google
2 3 (50.00%) Google Analytics
3 2 (33.33%) Derivative
3 2 (33.33%) Statistics
3 2 (33.33%) Degree
3 2 (33.33%) Business Analysis
3 2 (33.33%) Agile Software Development
3 2 (33.33%) UML
3 2 (33.33%) Legal
3 2 (33.33%) Stakeholder Management
3 2 (33.33%) Front Office
3 2 (33.33%) EMIR
3 2 (33.33%) Dodd-Frank
3 2 (33.33%) Analytical Skills
3 2 (33.33%) Waterfall
4 1 (16.67%) Apache Hive
4 1 (16.67%) MapReduce
4 1 (16.67%) Apache Pig
4 1 (16.67%) RapidMiner
4 1 (16.67%) Regular Expression
4 1 (16.67%) Machine Learning

Data Analysis
Co-occurring IT Skills in Canary Wharf 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 1 (16.67%) Apache Pig
1 1 (16.67%) Apache Spark
1 1 (16.67%) SAS
Applications
1 1 (16.67%) Microsoft Excel
1 1 (16.67%) SPSS
Cloud Services
1 3 (50.00%) Google Analytics
Database & Business Intelligence
1 1 (16.67%) Apache Hive
General
1 3 (50.00%) Banking
1 3 (50.00%) Finance
1 3 (50.00%) Investment Banking
2 2 (33.33%) Front Office
2 2 (33.33%) Legal
Job Titles
1 5 (83.33%) Analyst
2 3 (50.00%) Data Analyst
2 3 (50.00%) Digital Analyst
2 3 (50.00%) Team Leader
3 2 (33.33%) Banking Analyst
3 2 (33.33%) Business Analyst
3 2 (33.33%) Investment Banking Business Analyst
4 1 (16.67%) Data Scientist
4 1 (16.67%) Senior Analyst
4 1 (16.67%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 1 (16.67%) JSON
1 1 (16.67%) Regular Expression
1 1 (16.67%) XML
Miscellaneous
1 2 (33.33%) Analytical Skills
1 2 (33.33%) Derivative
2 1 (16.67%) Computer Science
Processes & Methodologies
1 4 (66.67%) Analytics
2 3 (50.00%) A/B Testing
2 3 (50.00%) Conversion Rate Optimisation
2 3 (50.00%) Data Modelling
3 2 (33.33%) Agile Software Development
3 2 (33.33%) Business Analysis
3 2 (33.33%) Stakeholder Management
3 2 (33.33%) Statistics
3 2 (33.33%) UML
3 2 (33.33%) Waterfall
4 1 (16.67%) Data Analytics
4 1 (16.67%) E-Commerce
4 1 (16.67%) Machine Learning
4 1 (16.67%) MapReduce
4 1 (16.67%) Mathematics
4 1 (16.67%) Mentoring
4 1 (16.67%) Personalization
4 1 (16.67%) Sentiment Analysis
Programming Languages
1 3 (50.00%) SQL
2 1 (16.67%) Python
2 1 (16.67%) Scala
2 1 (16.67%) VBA
Qualifications
1 2 (33.33%) Degree
2 1 (16.67%) PhD
Quality Assurance & Compliance
1 2 (33.33%) Dodd-Frank
1 2 (33.33%) EMIR
Vendors
1 3 (50.00%) Google
1 3 (50.00%) Tableau
2 1 (16.67%) Microsoft
2 1 (16.67%) Optimizely
2 1 (16.67%) RapidMiner