Period
to 17 November 2017

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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
Central London > City of London
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 305 325 394
Rank change year-on-year +20 +69 +56
Permanent jobs citing Statistical Modelling 22 28 33
As % of all permanent IT jobs advertised in the City of London 0.22% 0.24% 0.19%
As % of the Processes & Methodologies category 0.24% 0.27% 0.21%
Number of salaries quoted 22 24 32
City of London median annual salary £70,000 £55,000 £35,000
Median salary % change year-on-year +27.27% +57.14% -22.22%
10th Percentile £42,750 £38,250 £30,000
90th Percentile £95,000 £74,375 £73,250
Central London median annual salary £70,000 £55,000 £55,000
% change year-on-year +27.27% - +10.00%

Statistical Modelling 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 9215 10470 15479
As % of all permanent IT jobs advertised in the City of London 90.11% 89.42% 89.14%
Number of salaries quoted 8316 9537 13409
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 £35,150 £33,700
90th Percentile £94,000 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Statistical Modelling
Job Vacancy Trend in the City of London

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

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 6 months to 17 November 2017.

Salary histogram for Statistical Modelling in the City of London

Statistical Modelling
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the City of London region over the 6 months to 17 November 2017. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Moorgate - 3 £90,000 -
Statistical Modelling
Central London

For the 6 months to 17 November 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 20 (90.91%) Machine Learning
2 19 (86.36%) Python
3 14 (63.64%) Big Data
4 13 (59.09%) Data Mining
4 13 (59.09%) SAS
4 13 (59.09%) R
4 13 (59.09%) Tableau
5 12 (54.55%) Visualisation
5 12 (54.55%) Algorithms
6 10 (45.45%) Data Visualisation
7 9 (40.91%) Degree
7 9 (40.91%) Finance
7 9 (40.91%) Data Warehouse
8 8 (36.36%) Oracle Reports
8 8 (36.36%) SQL
8 8 (36.36%) Oracle
8 8 (36.36%) SAP
8 8 (36.36%) Validation
8 8 (36.36%) Teradata
8 8 (36.36%) QlikView
8 8 (36.36%) Lumira
8 8 (36.36%) Apache Spark
8 8 (36.36%) Virtual Team
8 8 (36.36%) Analytics
9 7 (31.82%) Hadoop
9 7 (31.82%) Computer Science
9 7 (31.82%) Text Mining
9 7 (31.82%) Business Intelligence
10 6 (27.27%) Mathematics
10 6 (27.27%) Apache Hive

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 (59.09%) SAS
2 8 (36.36%) Apache Spark
3 3 (13.64%) Apache Pig
4 1 (4.55%) Apache
Cloud Services
1 2 (9.09%) Microsoft Azure
Database & Business Intelligence
1 14 (63.64%) Big Data
2 13 (59.09%) Data Mining
3 9 (40.91%) Data Warehouse
4 8 (36.36%) Lumira
4 8 (36.36%) Oracle Reports
4 8 (36.36%) QlikView
5 7 (31.82%) Hadoop
5 7 (31.82%) Text Mining
6 6 (27.27%) Apache Hive
7 3 (13.64%) Flink
8 2 (9.09%) Amazon Redshift
8 2 (9.09%) SQL Server
9 1 (4.55%) Data Lake
9 1 (4.55%) OLAP
9 1 (4.55%) Power BI
9 1 (4.55%) SQL Server 2012
9 1 (4.55%) SQL Server Integration Services
9 1 (4.55%) SQL Server Reporting Services
General
1 9 (40.91%) Finance
2 4 (18.18%) Banking
3 2 (9.09%) Marketing
3 2 (9.09%) Retail
Job Titles
1 15 (68.18%) Data Scientist
2 3 (13.64%) Analyst
3 2 (9.09%) Credit Analyst
3 2 (9.09%) Data Analyst
3 2 (9.09%) Statistical Analyst
4 1 (4.55%) Business Intelligence Developer
4 1 (4.55%) Credit Risk Analyst
4 1 (4.55%) Data Manager
4 1 (4.55%) Developer
4 1 (4.55%) Development Manager
4 1 (4.55%) E-Commerce Engineer
4 1 (4.55%) Risk Analyst
4 1 (4.55%) Risk Data Analyst
4 1 (4.55%) Statistical Data Analyst
Libraries, Frameworks & Software Standards
1 5 (22.73%) TensorFlow
2 2 (9.09%) Natural Language Processing
3 1 (4.55%) Theano
3 1 (4.55%) Torch
Miscellaneous
1 12 (54.55%) Algorithms
2 8 (36.36%) Virtual Team
3 7 (31.82%) Computer Science
4 5 (22.73%) Analytical Skills
5 3 (13.64%) Equities
6 2 (9.09%) Credit Risk
6 2 (9.09%) Fintech
7 1 (4.55%) Greenfield Project
Processes & Methodologies
1 20 (90.91%) Machine Learning
2 12 (54.55%) Visualisation
3 10 (45.45%) Data Visualisation
4 8 (36.36%) Analytics
4 8 (36.36%) Validation
5 7 (31.82%) Business Intelligence
6 6 (27.27%) Mathematics
7 5 (22.73%) Statistics
8 4 (18.18%) Data Analysis
8 4 (18.18%) Stakeholder Management
9 3 (13.64%) Algorithmic Trading
9 3 (13.64%) Data Analytics
9 3 (13.64%) Data Engineering
9 3 (13.64%) Deep Learning
9 3 (13.64%) Predictive Analytics
9 3 (13.64%) Predictive Modelling
9 3 (13.64%) Statistical Analysis
10 2 (9.09%) Big Data Analytics
10 2 (9.09%) Qualitative Research
10 2 (9.09%) Random Forest
Programming Languages
1 19 (86.36%) Python
2 13 (59.09%) R
3 8 (36.36%) SQL
4 4 (18.18%) Scala
5 2 (9.09%) Java
6 1 (4.55%) C#
6 1 (4.55%) T-SQL
Qualifications
1 9 (40.91%) Degree
2 5 (22.73%) Computer Science Degree
3 4 (18.18%) PhD
4 2 (9.09%) Numerate Degree
5 1 (4.55%) Master's Degree
5 1 (4.55%) Postgraduate
Quality Assurance & Compliance
1 1 (4.55%) Data Quality
System Software
1 2 (9.09%) HDFS
Systems Management
1 1 (4.55%) Hadoop YARN
Vendors
1 13 (59.09%) Tableau
2 8 (36.36%) Oracle
2 8 (36.36%) SAP
2 8 (36.36%) Teradata
3 2 (9.09%) Hortonworks
3 2 (9.09%) Vertica