The following table provides summary statistics for permanent job vacancies advertised in 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 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Predictive Modelling
England / London
Rank 484 527 553
Rank change year-on-year +43 +26  
Permanent jobs citing Predictive Modelling 83 118 96
As % of all permanent IT jobs advertised in London 0.25% 0.28% 0.23%
As % of the Processes & Methodologies category 0.28% 0.32% 0.26%
Number of salaries quoted 71 108 79
Median salary £67,500 £62,500 £62,500
Median salary % change year-on-year +8.00% -  
90% offered a salary of more than £42,500 £42,500 £35,000
10% offered a salary of more than £105,000 £85,000 £72,500
UK excluding London median salary £45,000 £60,000 £41,250
% change year-on-year -25.00% +45.45%  

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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 29928 37184 36581
As % of all permanent IT job vacancies advertised in London 90.14% 89.57% 87.64%
Number of salaries quoted 25089 31743 30482
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,564 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Predictive Modelling
Job Vacancy Trend in London

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

Job vacancy trend for Predictive Modelling in London

Predictive Modelling
Salary Trend in London

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

Salary trend for Predictive Modelling in London

Predictive Modelling
Salary Histogram in London

The salary distribution of IT jobs citing Predictive Modelling in London over the 3 months to 23 March 2017.

Salary histogram for Predictive Modelling in London

Predictive Modelling
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the London region over the 3 months to 23 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +49 10 £56,250 +41.50% 2
Croydon - 1 £45,000 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 23 March 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 London region with a requirement for Predictive Modelling.

1 89 (66.92%) Python
2 86 (64.66%) Analytics
3 83 (62.41%) R
4 79 (59.40%) Analytical Skills
4 79 (59.40%) SQL
5 67 (50.38%) Machine Learning
5 67 (50.38%) Hadoop
6 62 (46.62%) Big Data
7 57 (42.86%) SAS
8 52 (39.10%) Statistics
9 46 (34.59%) Apache Spark
10 44 (33.08%) Mathematics
11 43 (32.33%) Algorithms
12 38 (28.57%) Computer Science
13 35 (26.32%) Marketing
13 35 (26.32%) PhD
14 33 (24.81%) Data Mining
15 31 (23.31%) Finance
16 30 (22.56%) Visualisation
17 29 (21.80%) Degree
18 27 (20.30%) Statistical Analysis
18 27 (20.30%) SPSS
19 25 (18.80%) Apache Hive
20 23 (17.29%) Business Intelligence
20 23 (17.29%) Java
21 21 (15.79%) Agile Software Development
21 21 (15.79%) Statistical Modelling
22 20 (15.04%) Data Visualisation
22 20 (15.04%) MATLAB
23 18 (13.53%) MS Excel

Predictive Modelling
Top Related IT Skills in 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 57 (42.86%) SAS
2 46 (34.59%) Apache Spark
3 6 (4.51%) Tornado
4 5 (3.76%) Apache Pig
5 1 (0.75%) Apache
Applications
1 27 (20.30%) SPSS
2 18 (13.53%) MS Excel
3 6 (4.51%) EViews
3 6 (4.51%) MS Office
3 6 (4.51%) SPSS Modeler
4 5 (3.76%) MS PowerPoint
5 2 (1.50%) Stata
Business Applications
1 2 (1.50%) SAP Oil and Gas
Cloud Services
1 9 (6.77%) Google Analytics
2 8 (6.02%) Amazon AWS
3 2 (1.50%) Google Cloud Platform
3 2 (1.50%) SaaS
4 1 (0.75%) Adobe Analytics
4 1 (0.75%) Amazon Kinesis
4 1 (0.75%) Amazon S3
4 1 (0.75%) Amazon SQS
4 1 (0.75%) Microsoft Azure
Database & Business Intelligence
1 67 (50.38%) Hadoop
2 62 (46.62%) Big Data
3 33 (24.81%) Data Mining
4 25 (18.80%) Apache Hive
5 13 (9.77%) NoSQL
6 12 (9.02%) Amazon Redshift
7 9 (6.77%) QlikView
7 9 (6.77%) Relational Database
8 7 (5.26%) Text Mining
9 6 (4.51%) Apache Cassandra
9 6 (4.51%) MySQL
10 5 (3.76%) HBase
11 4 (3.01%) BusinessObjects
11 4 (3.01%) Data Warehouse
11 4 (3.01%) SQL Server
12 3 (2.26%) CouchDB
12 3 (2.26%) GIS
12 3 (2.26%) MongoDB
12 3 (2.26%) Spotfire
13 2 (1.50%) IBM InfoSphere
Development Applications
1 6 (4.51%) Git (software)
General
1 35 (26.32%) Marketing
2 31 (23.31%) Finance
3 15 (11.28%) Banking
3 15 (11.28%) Games
4 14 (10.53%) Retail
5 13 (9.77%) Telecoms
6 11 (8.27%) Advertising
7 6 (4.51%) Billing
8 4 (3.01%) Retail Banking
9 3 (2.26%) Electronics
10 2 (1.50%) Investment Banking
10 2 (1.50%) Manufacturing
11 1 (0.75%) Publishing
Job Titles
1 65 (48.87%) Data Scientist
2 34 (25.56%) Analyst
3 25 (18.80%) Senior Data Scientist
4 11 (8.27%) Consultant
4 11 (8.27%) Data Engineer
5 10 (7.52%) Analytics Consultant
5 10 (7.52%) Insight Analyst
6 9 (6.77%) Data Consultant
7 8 (6.02%) Data Analyst
8 7 (5.26%) Big Data Consultant
8 7 (5.26%) Hadoop Consultant
9 6 (4.51%) Machine Learning Scientist
10 5 (3.76%) Junior
10 5 (3.76%) Marketing Analyst
10 5 (3.76%) Senior Consultant
11 4 (3.01%) Credit Analyst
11 4 (3.01%) Credit Risk Analyst
11 4 (3.01%) Junior Analyst
11 4 (3.01%) Risk Analyst
11 4 (3.01%) SAS Analyst
Libraries, Frameworks & Software Standards
1 9 (6.77%) scikit-learn
2 8 (6.02%) Pandas
3 7 (5.26%) D3.js
3 7 (5.26%) Natural Language Processing
3 7 (5.26%) NumPy
4 6 (4.51%) Flask
5 2 (1.50%) SparkR
6 1 (0.75%) Django
6 1 (0.75%) HTML
6 1 (0.75%) OAuth
6 1 (0.75%) Regular Expression
6 1 (0.75%) REST
6 1 (0.75%) SciPy
6 1 (0.75%) SOAP
6 1 (0.75%) Velocity
6 1 (0.75%) XML
Miscellaneous
1 79 (59.40%) Analytical Skills
2 43 (32.33%) Algorithms
3 38 (28.57%) Computer Science
4 12 (9.02%) Social Network
5 6 (4.51%) Credit Risk
5 6 (4.51%) User Experience
6 4 (3.01%) Fintech
6 4 (3.01%) Social Media
7 3 (2.26%) Management Information System
8 1 (0.75%) Blog
8 1 (0.75%) Clustering
8 1 (0.75%) Digital Media
8 1 (0.75%) Mobile Games
8 1 (0.75%) STB
Operating Systems
1 5 (3.76%) Unix
2 2 (1.50%) Linux
Processes & Methodologies
1 86 (64.66%) Analytics
2 67 (50.38%) Machine Learning
3 52 (39.10%) Statistics
4 44 (33.08%) Mathematics
5 30 (22.56%) Visualisation
6 27 (20.30%) Statistical Analysis
7 23 (17.29%) Business Intelligence
8 21 (15.79%) Agile Software Development
8 21 (15.79%) Statistical Modelling
9 20 (15.04%) Data Visualisation
10 17 (12.78%) Software Engineering
11 16 (12.03%) Deep Learning
11 16 (12.03%) Pattern Recognition
12 15 (11.28%) Actionable Insight
12 15 (11.28%) Data Analysis
12 15 (11.28%) Data Analytics
12 15 (11.28%) Time Series Analysis
13 14 (10.53%) Predictive Analytics
14 13 (9.77%) Operations Research
14 13 (9.77%) Stakeholder Management
Programming Languages
1 89 (66.92%) Python
2 83 (62.41%) R
3 79 (59.40%) SQL
4 23 (17.29%) Java
5 20 (15.04%) MATLAB
6 16 (12.03%) C++
7 15 (11.28%) Scala
8 11 (8.27%) VBA
9 7 (5.26%) Shell Script
10 5 (3.76%) C#
11 2 (1.50%) C
11 2 (1.50%) JavaScript
11 2 (1.50%) Perl
12 1 (0.75%) Clojure
12 1 (0.75%) Ruby
Qualifications
1 35 (26.32%) PhD
2 29 (21.80%) Degree
3 4 (3.01%) Postgraduate
Quality Assurance & Compliance
1 6 (4.51%) Data Quality
2 4 (3.01%) IFRS
2 4 (3.01%) IFRS 9
3 1 (0.75%) Actionable Recommendations
System Software
1 4 (3.01%) HDFS
2 1 (0.75%) Docker
Vendors
1 18 (13.53%) Tableau
2 11 (8.27%) Google
3 9 (6.77%) Cloudera
4 8 (6.02%) Oracle
5 6 (4.51%) Microsoft
5 6 (4.51%) Netezza
6 5 (3.76%) MapR
7 4 (3.01%) Hortonworks
7 4 (3.01%) MicroStrategy
8 3 (2.26%) IBM
8 3 (2.26%) RapidMiner
9 2 (1.50%) Alteryx
9 2 (1.50%) Greenplum
9 2 (1.50%) SAP
9 2 (1.50%) Teradata
10 1 (0.75%) Adobe
10 1 (0.75%) comScore
10 1 (0.75%) Intel
City, London
Oscar
Salary: £25000 - £32000 per annum + Benefits
Posted: 6 days ago
London
Salt
Salary: £50000.00 - £55000.00 per annum
Posted: 5 days ago
London
Churchill Frank
Salary: £60000 - £80000 per annum
Posted: 15 days ago
City, London
ANSON MCCADE
Salary: £45,000- £58,000 plus an incredible package
Posted: 6 days ago
London
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 15 days ago
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 26 days ago