Period
to 22 July 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Predictive Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Modelling over the 6 months to 22 July 2017 with a comparison to the same period in the previous 2 years.

Predictive Modelling
London > City of London
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 305 350 461
Rank change year-on-year +45 +111 -25
Permanent jobs citing Predictive Modelling 20 30 7
As % of all permanent IT jobs advertised in the City of London 0.19% 0.22% 0.033%
As % of the Processes & Methodologies category 0.21% 0.25% 0.037%
Number of salaries quoted 18 28 6
City of London median annual salary £50,000 £45,000 £56,250
Median salary % change year-on-year +11.11% -20.00% -13.46%
10th Percentile £29,525 £33,350 £40,000
90th Percentile £65,000 £70,125 £63,750
London median annual salary £67,500 £57,500 £60,000
% change year-on-year +17.39% -4.17% -7.69%

Predictive 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 9360 12210 18758
As % of all permanent IT job vacancies advertised in the City of London 89.99% 90.74% 88.89%
Number of salaries quoted 8395 11031 15940
City of London median annual salary £60,000 £58,000 £55,000
Median salary % change year-on-year +3.45% +5.45% -
10th Percentile £36,000 £35,000 £33,750
90th Percentile £92,500 £87,500 £85,000
London median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Predictive Modelling
Job Vacancy Trend in the City of London

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

Job vacancy trend for Predictive Modelling in the City of London

Predictive Modelling
Salary Trend in the City of London

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

Salary trend for Predictive Modelling in the City of London

Predictive Modelling
Salary Histogram in the City of London

The salary distribution of IT jobs citing Predictive Modelling in the City of London over the 6 months to 22 July 2017.

Salary histogram for Predictive Modelling in the City of London

For the 6 months to 22 July 2017, IT jobs citing Predictive 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 Predictive Modelling.

1 17 (85.00%) SQL
2 12 (60.00%) Statistics
2 12 (60.00%) Analytics
3 9 (45.00%) Finance
3 9 (45.00%) Python
3 9 (45.00%) Machine Learning
4 7 (35.00%) Data Analytics
4 7 (35.00%) Microsoft
4 7 (35.00%) Banking
5 6 (30.00%) Mathematics
5 6 (30.00%) Microsoft Excel
5 6 (30.00%) CRM
5 6 (30.00%) Tableau
5 6 (30.00%) Visualisation
6 5 (25.00%) Hadoop
6 5 (25.00%) Data Visualisation
6 5 (25.00%) Relational Database
7 4 (20.00%) Customer Segmentation
7 4 (20.00%) Trend Analysis
7 4 (20.00%) Business Intelligence
7 4 (20.00%) Java
7 4 (20.00%) Degree
7 4 (20.00%) Dynamics CRM
8 3 (15.00%) Computer Science
8 3 (15.00%) Artificial Intelligence
8 3 (15.00%) Software Engineering
8 3 (15.00%) Business Analysis
8 3 (15.00%) JavaScript
8 3 (15.00%) SQL Server
8 3 (15.00%) R

Predictive 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 2 (10.00%) SAS
2 1 (5.00%) Apache Spark
Applications
1 6 (30.00%) Microsoft Excel
2 1 (5.00%) SPSS
Business Applications
1 4 (20.00%) Dynamics CRM
2 2 (10.00%) FastStats
Cloud Services
1 1 (5.00%) Amazon AWS
1 1 (5.00%) OpenShift
Database & Business Intelligence
1 5 (25.00%) Hadoop
1 5 (25.00%) Relational Database
2 3 (15.00%) Apache Cassandra
2 3 (15.00%) Apache Hive
2 3 (15.00%) NoSQL
2 3 (15.00%) SQL Server
3 2 (10.00%) Big Data
4 1 (5.00%) Data Mining
4 1 (5.00%) GIS
4 1 (5.00%) PostgreSQL
4 1 (5.00%) QlikView
4 1 (5.00%) SAS EBI
4 1 (5.00%) Spotfire
4 1 (5.00%) Text Mining
Development Applications
1 1 (5.00%) Git (software)
General
1 9 (45.00%) Finance
2 7 (35.00%) Banking
3 2 (10.00%) Automotive
3 2 (10.00%) Marketing
3 2 (10.00%) Pharmaceutical
3 2 (10.00%) Retail
4 1 (5.00%) Wholesale Banking
Job Titles
1 10 (50.00%) Analyst
2 4 (20.00%) Data Scientist
3 3 (15.00%) Data Engineer
3 3 (15.00%) SQL Analyst
4 2 (10.00%) Data Analyst
4 2 (10.00%) Developer
4 2 (10.00%) Hadoop Developer
4 2 (10.00%) Information Analyst
4 2 (10.00%) MI Analyst
4 2 (10.00%) Senior Analyst
4 2 (10.00%) SQL Developer
5 1 (5.00%) Analyst Programmer
5 1 (5.00%) Database Developer
5 1 (5.00%) Junior
5 1 (5.00%) Programmer
5 1 (5.00%) Report Analyst
5 1 (5.00%) Senior Data Analyst
5 1 (5.00%) Service Analyst
5 1 (5.00%) SQL Database Developer
5 1 (5.00%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 1 (5.00%) CNTK
1 1 (5.00%) CSS
1 1 (5.00%) D3.js
1 1 (5.00%) HTML
1 1 (5.00%) Kafka
1 1 (5.00%) NumPy
1 1 (5.00%) Pandas
1 1 (5.00%) Polymer
1 1 (5.00%) PostGIS
1 1 (5.00%) scikit-learn
1 1 (5.00%) TensorFlow
1 1 (5.00%) Theano
1 1 (5.00%) Torch
1 1 (5.00%) Web Services
Miscellaneous
1 3 (15.00%) Computer Science
2 2 (10.00%) Algorithms
2 2 (10.00%) Analytical Skills
2 2 (10.00%) Management Information System
2 2 (10.00%) Social Media
3 1 (5.00%) Fintech
Processes & Methodologies
1 12 (60.00%) Analytics
1 12 (60.00%) Statistics
2 9 (45.00%) Machine Learning
3 7 (35.00%) Data Analytics
4 6 (30.00%) CRM
4 6 (30.00%) Mathematics
4 6 (30.00%) Visualisation
5 5 (25.00%) Data Visualisation
6 4 (20.00%) Business Intelligence
6 4 (20.00%) Customer Segmentation
6 4 (20.00%) Trend Analysis
7 3 (15.00%) Artificial Intelligence
7 3 (15.00%) Business Analysis
7 3 (15.00%) Performance Tuning
7 3 (15.00%) Software Engineering
8 2 (10.00%) Data Strategy
8 2 (10.00%) Data-Driven Marketing
8 2 (10.00%) Line Management
8 2 (10.00%) Open Source
8 2 (10.00%) Performance Optimisation
Programming Languages
1 17 (85.00%) SQL
2 9 (45.00%) Python
3 4 (20.00%) Java
4 3 (15.00%) JavaScript
4 3 (15.00%) R
5 2 (10.00%) C++
5 2 (10.00%) MATLAB
6 1 (5.00%) C
6 1 (5.00%) Scala
6 1 (5.00%) VBA
Qualifications
1 4 (20.00%) Degree
2 2 (10.00%) Numerate Degree
2 2 (10.00%) PhD
3 1 (5.00%) DV Cleared
3 1 (5.00%) Master's Degree
3 1 (5.00%) SC Cleared
3 1 (5.00%) Security Cleared
Quality Assurance & Compliance
1 1 (5.00%) QA
System Software
1 1 (5.00%) Docker
Vendors
1 7 (35.00%) Microsoft
2 6 (30.00%) Tableau
3 3 (15.00%) Cloudera
4 2 (10.00%) Alteryx
5 1 (5.00%) MicroStrategy
5 1 (5.00%) Oracle
City, London
Morgan Mckinley
Salary: £0.00 per annum
Posted: 3 days ago