The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Statistical Modelling
London / City of London
Rank 219 251 289
Rank change year-on-year
+32 +38
Permanent jobs citing Statistical Modelling 9 7 15
As % of all permanent IT jobs located in the City of London 0.18% 0.11% 0.15%
As % of the Processes & Methodologies category 0.20% 0.12% 0.18%
Number of salaries quoted 9 7 15
Median salary £52,500 £59,000 £45,000
Median salary % change year-on-year
-11.01% +31.11%
90% offered a salary of more than £44,000 £46,000 £42,500
10% offered a salary of more than £70,000 £72,500 £57,000
UK excluding London median salary £42,500 £50,000 £45,000
% change year-on-year
-15.00% +11.11%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
4408 5641 8570
As % of all permanent IT jobs located in the City of London 87.79% 88.60% 85.49%
Number of salaries quoted 3993 5038 7427
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £42,500 £39,000
10% offered a salary of more than £90,000 £82,500 £87,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Statistical Modelling
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Statistical Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Statistical Modelling Jobs Demand Trend 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 across the City of London region.

Statistical Modelling Salary Trend in the City of London

Statistical Modelling
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Statistical Modelling across the City of London region over the 3 months to 17 January 2017.

Statistical Modelling Salary Histogram in the City of London

Statistical Modelling
Top 30 Related IT Skills in the City of London

For the 6 months to 17 January 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 13 (72.22%) Analytics
2 12 (66.67%) R
3 11 (61.11%) Python
4 10 (55.56%) Business Intelligence
5 8 (44.44%) SAS
5 8 (44.44%) SQL
6 7 (38.89%) Machine Learning
6 7 (38.89%) Visualisation
6 7 (38.89%) Analytical Skills
7 6 (33.33%) Big Data
7 6 (33.33%) Marketing
8 5 (27.78%) Statistics
8 5 (27.78%) Tableau
8 5 (27.78%) Data Analysis
8 5 (27.78%) Apache Spark
9 4 (22.22%) Data Analytics
9 4 (22.22%) Retail
9 4 (22.22%) SPSS
10 3 (16.67%) Data Mining
10 3 (16.67%) ETL
10 3 (16.67%) Java
10 3 (16.67%) PhD
10 3 (16.67%) Finance
10 3 (16.67%) Stakeholder Management
10 3 (16.67%) Agile Software Development
10 3 (16.67%) Web Analytics
10 3 (16.67%) D3.js
10 3 (16.67%) Apache Hive
10 3 (16.67%) Predictive Analytics
10 3 (16.67%) QlikView

Statistical Modelling
Top Related 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 8 (44.44%) SAS
2 5 (27.78%) Apache Spark
3 3 (16.67%) Apache Pig
Applications
1 4 (22.22%) SPSS
2 3 (16.67%) Spreadsheet
3 2 (11.11%) Gephi
4 1 (5.56%) MS PowerPoint
Cloud Services
1 1 (5.56%) Google Cloud Platform
1 1 (5.56%) Microsoft Azure
Database & Business Intelligence
1 6 (33.33%) Big Data
2 3 (16.67%) Apache Hive
2 3 (16.67%) Data Mining
2 3 (16.67%) QlikView
3 2 (11.11%) Data Warehouse
3 2 (11.11%) Hadoop
3 2 (11.11%) Neo4j
3 2 (11.11%) NoSQL
3 2 (11.11%) OLAP
3 2 (11.11%) Oracle OLAP
3 2 (11.11%) Pentaho
4 1 (5.56%) BigQuery
4 1 (5.56%) HDInsight
4 1 (5.56%) MySQL
4 1 (5.56%) Power BI
4 1 (5.56%) Qlik Sense
General
1 6 (33.33%) Marketing
2 4 (22.22%) Retail
3 3 (16.67%) Finance
Job Titles
1 12 (66.67%) Data Scientist
2 4 (22.22%) Analyst
3 3 (16.67%) Consultant
3 3 (16.67%) Data Analyst
4 2 (11.11%) Architect
4 2 (11.11%) Data Architect
4 2 (11.11%) Lead Architect
4 2 (11.11%) Lead Data Architect
4 2 (11.11%) Tableau Consultant
5 1 (5.56%) Business Intelligence Analyst
5 1 (5.56%) Commercial Analyst
5 1 (5.56%) Machine Learning Scientist
5 1 (5.56%) Senior Consultant
Libraries, Frameworks & Software Standards
1 3 (16.67%) D3.js
Miscellaneous
1 7 (38.89%) Analytical Skills
1 7 (38.89%) Visualisation
2 5 (27.78%) Statistics
3 3 (16.67%) Credit Risk
4 2 (11.11%) Mathematics
4 2 (11.11%) Neural Network
4 2 (11.11%) Physics
5 1 (5.56%) Algorithms
5 1 (5.56%) Artificial Intelligence
5 1 (5.56%) Life Science
Processes & Methodologies
1 13 (72.22%) Analytics
2 10 (55.56%) Business Intelligence
3 7 (38.89%) Machine Learning
4 5 (27.78%) Data Analysis
5 4 (22.22%) Data Analytics
6 3 (16.67%) Actionable Insight
6 3 (16.67%) Agile Software Development
6 3 (16.67%) Bayesian Methods
6 3 (16.67%) ETL
6 3 (16.67%) Predictive Analytics
6 3 (16.67%) Stakeholder Management
6 3 (16.67%) Web Analytics
7 2 (11.11%) Dashboard Development
7 2 (11.11%) Data Architecture
7 2 (11.11%) Data Management
7 2 (11.11%) Enterprise Data Management
7 2 (11.11%) Scrum
7 2 (11.11%) SEO
7 2 (11.11%) Software Delivery
7 2 (11.11%) Statistical Analysis
Programming Languages
1 12 (66.67%) R
2 11 (61.11%) Python
3 8 (44.44%) SQL
4 3 (16.67%) Java
4 3 (16.67%) Scala
5 2 (11.11%) JavaScript
Qualifications
1 3 (16.67%) PhD
2 1 (5.56%) Degree
Vendors
1 5 (27.78%) Tableau
2 2 (11.11%) Cognos
2 2 (11.11%) Oracle
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