The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Modelling over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
London / City of London
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 221 238 296
Rank change year-on-year +17 +58  
Permanent jobs citing Statistical Modelling 13 22 16
As % of all permanent IT jobs advertised in the City of London 0.25% 0.35% 0.15%
As % of the Processes & Methodologies category 0.28% 0.39% 0.17%
Number of salaries quoted 12 21 15
Median salary £67,500 £55,000 £50,000
Median salary % change year-on-year +22.72% +10.00%  
90% offered a salary of more than £50,000 £35,000 £32,900
10% offered a salary of more than £70,000 £60,000 £71,500
UK excluding London median salary £49,700 £45,000 £47,500
% change year-on-year +10.44% -5.26%  

Statistical Modelling 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 the City of London with a requirement for process and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4674 5696 9220
As % of all permanent IT job vacancies advertised in the City of London 89.25% 90.60% 89.24%
Number of salaries quoted 4129 5199 7893
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £40,000 £40,000 £39,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistical Modelling
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Statistical Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistical Modelling in the City of London

Statistical Modelling
Salary Trend in the City of London

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

Salary trend for Statistical Modelling in the City of London

Statistical Modelling
Salary Histogram in the City of London

The salary distribution of IT jobs citing Statistical Modelling in the City of London over the 3 months to 26 June 2017.

Salary histogram for Statistical Modelling in the City of London

For the 6 months to 26 June 2017, IT jobs citing Statistical Modelling 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 Modelling.

1 17 (80.95%) Python
2 16 (76.19%) Big Data
2 16 (76.19%) Machine Learning
3 15 (71.43%) R
4 13 (61.90%) SAS
5 11 (52.38%) Tableau
6 10 (47.62%) Analytics
6 10 (47.62%) Finance
6 10 (47.62%) Apache Spark
7 9 (42.86%) Algorithms
7 9 (42.86%) Data Mining
7 9 (42.86%) Visualisation
8 8 (38.10%) Computer Science
8 8 (38.10%) SQL
8 8 (38.10%) Analytical Skills
9 7 (33.33%) Apache Hive
9 7 (33.33%) Lumira
9 7 (33.33%) SAP
10 6 (28.57%) Oracle Reports
10 6 (28.57%) Business Intelligence
10 6 (28.57%) Oracle
10 6 (28.57%) Data Warehouse
10 6 (28.57%) Text Mining
10 6 (28.57%) Validation
10 6 (28.57%) Teradata
10 6 (28.57%) QlikView
10 6 (28.57%) Marketing
10 6 (28.57%) Degree
10 6 (28.57%) Hadoop
10 6 (28.57%) Data Visualisation

Statistical Modelling
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 13 (61.90%) SAS
2 10 (47.62%) Apache Spark
3 2 (9.52%) Apache Pig
4 1 (4.76%) IPython
4 1 (4.76%) Tornado
Applications
1 2 (9.52%) Microsoft Excel
1 2 (9.52%) SPSS
2 1 (4.76%) Microsoft PowerPoint
2 1 (4.76%) Spreadsheet
Business Applications
1 1 (4.76%) FastStats
Cloud Services
1 2 (9.52%) Microsoft Azure
2 1 (4.76%) Google Analytics
Database & Business Intelligence
1 16 (76.19%) Big Data
2 9 (42.86%) Data Mining
3 7 (33.33%) Apache Hive
3 7 (33.33%) Lumira
4 6 (28.57%) Data Warehouse
4 6 (28.57%) Hadoop
4 6 (28.57%) Oracle Reports
4 6 (28.57%) QlikView
4 6 (28.57%) Text Mining
5 3 (14.29%) Data Lake
5 3 (14.29%) Power BI
6 2 (9.52%) Amazon Redshift
7 1 (4.76%) BigQuery
7 1 (4.76%) BusinessObjects
7 1 (4.76%) BusinessObjects Web Intelligence
7 1 (4.76%) MySQL
General
1 10 (47.62%) Finance
2 6 (28.57%) Marketing
3 3 (14.29%) Banking
4 1 (4.76%) Retail
4 1 (4.76%) Telecoms
Job Titles
1 17 (80.95%) Data Scientist
2 2 (9.52%) Analyst
2 2 (9.52%) Data Analyst
3 1 (4.76%) Analytics Manager
3 1 (4.76%) Consultant
3 1 (4.76%) CRM Manager
3 1 (4.76%) Tableau Consultant
Libraries, Frameworks & Software Standards
1 1 (4.76%) Flask
1 1 (4.76%) NumPy
1 1 (4.76%) Pandas
1 1 (4.76%) RESTful
1 1 (4.76%) scikit-learn
Miscellaneous
1 9 (42.86%) Algorithms
2 8 (38.10%) Analytical Skills
2 8 (38.10%) Computer Science
3 6 (28.57%) Virtual Team
4 2 (9.52%) Credit Risk
5 1 (4.76%) Data Structures
5 1 (4.76%) Mobile App
Processes & Methodologies
1 16 (76.19%) Machine Learning
2 10 (47.62%) Analytics
3 9 (42.86%) Visualisation
4 6 (28.57%) Business Intelligence
4 6 (28.57%) Data Visualisation
4 6 (28.57%) Validation
5 4 (19.05%) Data Analysis
5 4 (19.05%) Stakeholder Management
6 3 (14.29%) Cluster Analysis
6 3 (14.29%) DevOps
6 3 (14.29%) Mentoring
6 3 (14.29%) Open Source
6 3 (14.29%) Statistics
6 3 (14.29%) Web Analytics
7 2 (9.52%) Actionable Insight
7 2 (9.52%) Data Analytics
7 2 (9.52%) Deep Learning
7 2 (9.52%) Predictive Analytics
7 2 (9.52%) Qualitative Research
7 2 (9.52%) Quantitative Research
Programming Languages
1 17 (80.95%) Python
2 15 (71.43%) R
3 8 (38.10%) SQL
4 5 (23.81%) Scala
5 3 (14.29%) C#
6 2 (9.52%) Java
7 1 (4.76%) VBA
Qualifications
1 6 (28.57%) Degree
2 5 (23.81%) Computer Science Degree
3 3 (14.29%) Master's Degree
3 3 (14.29%) PhD
4 1 (4.76%) Numerate Degree
Quality Assurance & Compliance
1 1 (4.76%) Data Quality
System Software
1 2 (9.52%) HDFS
Vendors
1 11 (52.38%) Tableau
2 7 (33.33%) SAP
3 6 (28.57%) Oracle
3 6 (28.57%) Teradata
4 2 (9.52%) Hortonworks
4 2 (9.52%) Vertica
5 1 (4.76%) Google
5 1 (4.76%) IBM
City, London
TEKsystems
Salary: £70000 - £100000 per annum + benefits
Posted: 6 days ago