Period
to 20 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Statistical Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Analysis over the 6 months to 20 January 2018 with a comparison to the same period in the previous 2 years.

Statistical Analysis
Central London > City of London
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 289 303 348
Rank change year-on-year +14 +45 +43
Permanent jobs citing Statistical Analysis 44 38 44
As % of all permanent IT jobs advertised in the City of London 0.42% 0.36% 0.31%
As % of the Processes & Methodologies category 0.46% 0.40% 0.34%
Number of salaries quoted 42 33 31
City of London median annual salary £50,000 £70,000 £57,500
Median salary % change year-on-year -28.57% +21.74% +15.00%
10th Percentile £32,875 £38,000 £25,500
90th Percentile £73,625 £105,000 £77,500
Central London median annual salary £50,000 £67,500 £57,500
% change year-on-year -25.93% +17.39% +4.55%

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

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9,500 9,506 12,792
As % of all permanent IT jobs advertised in the City of London 90.90% 89.21% 89.62%
Number of salaries quoted 8,467 8,647 11,263
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £36,250 £35,000
90th Percentile £95,000 £92,500 £90,000
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Statistical Analysis
Job Vacancy Trend in the City of London

Job postings citing Statistical Analysis as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Statistical Analysis in the City of London

Statistical Analysis
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Analysis in the City of London.

Salary trend for Statistical Analysis in the City of London

Statistical Analysis
Salary Histogram in the City of London

The salary distribution of IT jobs citing Statistical Analysis in the City of London over the 6 months to 20 January 2018.

Salary histogram for Statistical Analysis in the City of London

For the 6 months to 20 January 2018, IT jobs citing Statistical 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 City of London region with a requirement for Statistical Analysis.

1 32 (72.73%) Finance
2 28 (63.64%) SQL
3 26 (59.09%) Analytics
4 21 (47.73%) Data Architecture
5 20 (45.45%) Business Intelligence
5 20 (45.45%) ETL
5 20 (45.45%) SQL Server Reporting Services
6 19 (43.18%) Visualisation
7 18 (40.91%) Data Warehouse
8 16 (36.36%) Legal
8 16 (36.36%) Data Management
8 16 (36.36%) Information Architecture
9 15 (34.09%) Degree
9 15 (34.09%) Master Data Management
9 15 (34.09%) Data Reconciliation
9 15 (34.09%) Validation
10 14 (31.82%) Law
11 12 (27.27%) Analytical Skills
12 11 (25.00%) Management Information System
13 9 (20.45%) Python
13 9 (20.45%) R
14 8 (18.18%) Mathematics
14 8 (18.18%) Data Analysis
15 7 (15.91%) Business Process Improvement
15 7 (15.91%) Process Improvement
16 6 (13.64%) Statistics
16 6 (13.64%) Data Modelling
16 6 (13.64%) SAS
16 6 (13.64%) SPSS
17 5 (11.36%) Data Mining

Statistical Analysis
Co-occurring IT Skills in the City of 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 (13.64%) SAS
Applications
1 6 (13.64%) SPSS
2 2 (4.55%) Microsoft Office
2 2 (4.55%) Stata
3 1 (2.27%) Microsoft Excel
Cloud Services
1 1 (2.27%) Amazon AWS
Communications & Networking
1 4 (9.09%) DNS
1 4 (9.09%) FTP
1 4 (9.09%) TCP/IP
Database & Business Intelligence
1 20 (45.45%) SQL Server Reporting Services
2 18 (40.91%) Data Warehouse
3 5 (11.36%) Data Mining
4 2 (4.55%) Big Data
4 2 (4.55%) Hadoop
5 1 (2.27%) Apache Cassandra
5 1 (2.27%) NoSQL
5 1 (2.27%) Relational Database
5 1 (2.27%) SAS EBI
5 1 (2.27%) SQL Server
General
1 32 (72.73%) Finance
2 16 (36.36%) Legal
3 14 (31.82%) Law
4 3 (6.82%) Retail
5 2 (4.55%) Front Office
Job Titles
1 28 (63.64%) Analyst
2 19 (43.18%) Report Analyst
3 15 (34.09%) Financial Analyst
3 15 (34.09%) Systems Analyst
4 14 (31.82%) Finance Systems Analyst
5 5 (11.36%) Data Manager
6 4 (9.09%) 2nd Line Engineer
6 4 (9.09%) Data Analyst
6 4 (9.09%) Service Desk Engineer
7 3 (6.82%) Analytics Manager
7 3 (6.82%) Business Analyst
7 3 (6.82%) Business Information Analyst
7 3 (6.82%) Credit Analyst
7 3 (6.82%) Data Analytics Manager
7 3 (6.82%) Data Scientist
7 3 (6.82%) ETL Analyst
7 3 (6.82%) Information Analyst
7 3 (6.82%) Senior Analytics Manager
7 3 (6.82%) SQL Analyst
7 3 (6.82%) SQL Reporting Analyst
Libraries, Frameworks & Software Standards
1 4 (9.09%) XML
2 1 (2.27%) Kafka
2 1 (2.27%) NumPy
Miscellaneous
1 12 (27.27%) Analytical Skills
2 11 (25.00%) Management Information System
3 4 (9.09%) Algorithms
4 3 (6.82%) Credit Risk
4 3 (6.82%) NHS
4 3 (6.82%) User Experience
5 2 (4.55%) Computer Science
5 2 (4.55%) Fintech
6 1 (2.27%) Greenfield Project
Operating Systems
1 4 (9.09%) Linux
1 4 (9.09%) Ubuntu
1 4 (9.09%) Windows
1 4 (9.09%) Windows 7
1 4 (9.09%) Windows Server
1 4 (9.09%) Windows Server 2003
1 4 (9.09%) Windows Server 2008
1 4 (9.09%) Windows Server 2012
Processes & Methodologies
1 26 (59.09%) Analytics
2 21 (47.73%) Data Architecture
3 20 (45.45%) Business Intelligence
3 20 (45.45%) ETL
4 19 (43.18%) Visualisation
5 16 (36.36%) Data Management
5 16 (36.36%) Information Architecture
6 15 (34.09%) Data Reconciliation
6 15 (34.09%) Master Data Management
6 15 (34.09%) Validation
7 8 (18.18%) Data Analysis
7 8 (18.18%) Mathematics
8 7 (15.91%) Business Process Improvement
8 7 (15.91%) Process Improvement
9 6 (13.64%) Data Modelling
9 6 (13.64%) Statistics
10 5 (11.36%) Data Analytics
10 5 (11.36%) Data Mapping
10 5 (11.36%) Machine Learning
11 4 (9.09%) Continuous Improvement
Programming Languages
1 28 (63.64%) SQL
2 9 (20.45%) Python
2 9 (20.45%) R
3 2 (4.55%) MATLAB
3 2 (4.55%) VBA
4 1 (2.27%) C
4 1 (2.27%) C++
4 1 (2.27%) Java
Qualifications
1 15 (34.09%) Degree
2 2 (4.55%) Computer Science Degree
2 2 (4.55%) Numerate Degree
3 1 (2.27%) DV Cleared
3 1 (2.27%) Master's Degree
3 1 (2.27%) SC Cleared
3 1 (2.27%) Security Cleared
Quality Assurance & Compliance
1 1 (2.27%) Actionable Recommendations
1 1 (2.27%) IFRS
1 1 (2.27%) IFRS 9
System Software
1 4 (9.09%) Active Directory
Vendors
1 4 (9.09%) Microsoft
2 2 (4.55%) Tableau
3 1 (2.27%) Google
3 1 (2.27%) Hortonworks
3 1 (2.27%) IBM
3 1 (2.27%) MicroStrategy
3 1 (2.27%) Remedy
3 1 (2.27%) Teradata