The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 541 578 594
Rank change year-on-year
+37 +16
Permanent jobs citing Predictive Modelling 79 86 71
As % of all permanent IT jobs located in London 0.21% 0.20% 0.16%
As % of the Processes & Methodologies category 0.23% 0.22% 0.18%
Number of salaries quoted 73 70 56
Median salary £60,000 £55,000 £65,000
Median salary % change year-on-year
+9.09% -15.38%
90% offered a salary of more than £32,500 £37,250 £45,000
10% offered a salary of more than £90,000 £90,000 £72,500
UK excluding London median salary £45,000 £43,750 £35,000
% change year-on-year
+2.85% +25.00%
Predictive Modelling
England

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
34291 38500 39263
As % of all permanent IT jobs located in London 89.80% 88.24% 86.75%
Number of salaries quoted 29621 32500 32283
Median salary £60,000 £58,500 £55,000
Median salary % change year-on-year
+2.56% +6.36%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Modelling
Jobs Demand Trend in London

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

Predictive Modelling Jobs Demand Trend 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 across the London region.

Predictive Modelling Salary Trend in London

Predictive Modelling
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the London region over the 3 months to 27 September 2016.

Predictive Modelling Salary Histogram 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 27 September 2016. 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
(Click see detailed
statistics and trends)
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 +52 17 £48,000 +21.51% 1
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 27 September 2016, 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.

1 159 (75.71%) SQL
2 150 (71.43%) Analytics
3 129 (61.43%) Machine Learning
4 128 (60.95%) Python
5 95 (45.24%) Data Mining
6 94 (44.76%) Big Data
7 92 (43.81%) Statistics
8 84 (40.00%) Degree
9 83 (39.52%) R
9 83 (39.52%) Analytical Skills
10 82 (39.05%) SAS
11 79 (37.62%) Data Analytics
12 78 (37.14%) Mathematics
13 67 (31.90%) Marketing
14 62 (29.52%) Algorithms
15 55 (26.19%) PhD
16 54 (25.71%) Finance
17 51 (24.29%) Java
18 44 (20.95%) Computer Science
19 43 (20.48%) Apache Spark
20 42 (20.00%) Hadoop
20 42 (20.00%) Statistical Analysis
21 36 (17.14%) Business Intelligence
22 34 (16.19%) Data Analysis
23 33 (15.71%) SPSS
24 32 (15.24%) Visualisation
25 31 (14.76%) Operations Research
26 30 (14.29%) MATLAB
27 28 (13.33%) Big Data Analytics
28 27 (12.86%) Games

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 82 (39.05%) SAS
2 43 (20.48%) Apache Spark
3 9 (4.29%) Apache Pig
4 3 (1.43%) IPython
4 3 (1.43%) Jupyter
Applications
1 33 (15.71%) SPSS
2 7 (3.33%) MS PowerPoint
3 4 (1.90%) MS Excel
4 3 (1.43%) MS Office
5 2 (0.95%) CPLEX
5 2 (0.95%) MS Visio
Business Applications
1 4 (1.90%) SAP Oil and Gas
2 2 (0.95%) Oracle Financials
3 1 (0.48%) Unica
3 1 (0.48%) WebTrends
Cloud Services
1 15 (7.14%) Amazon AWS
2 14 (6.67%) Google Analytics
3 9 (4.29%) Amazon EC2
4 7 (3.33%) AWS Elastic Beanstalk
5 6 (2.86%) Amazon ELB
5 6 (2.86%) Amazon S3
6 3 (1.43%) Microsoft Azure
7 2 (0.95%) Google Cloud Platform
7 2 (0.95%) Heroku
8 1 (0.48%) Adobe Analytics
8 1 (0.48%) AdWords
8 1 (0.48%) Amazon Kinesis
8 1 (0.48%) Google Tag Manager
8 1 (0.48%) SaaS
Communications & Networking
1 8 (3.81%) Internet
2 6 (2.86%) ATM
2 6 (2.86%) SMS
Database & Business Intelligence
1 95 (45.24%) Data Mining
2 94 (44.76%) Big Data
3 42 (20.00%) Hadoop
4 24 (11.43%) Relational Database
5 23 (10.95%) NoSQL
6 19 (9.05%) Amazon Redshift
7 17 (8.10%) Apache Hive
8 14 (6.67%) Data Warehouse
9 12 (5.71%) QlikView
10 11 (5.24%) SQL Server
10 11 (5.24%) Text Mining
11 7 (3.33%) Apache Cassandra
11 7 (3.33%) RDBMS
12 6 (2.86%) Azkaban
13 5 (2.38%) Base SAS
13 5 (2.38%) HBase
13 5 (2.38%) MySQL
13 5 (2.38%) PostgreSQL
13 5 (2.38%) Redis
14 4 (1.90%) Enterprise Data Warehouse
Development Applications
1 1 (0.48%) Talend Open Studio
General
1 67 (31.90%) Marketing
2 54 (25.71%) Finance
3 27 (12.86%) Games
4 24 (11.43%) Retail
5 20 (9.52%) Advertising
6 17 (8.10%) Telecoms
7 12 (5.71%) Publishing
8 7 (3.33%) Banking
9 5 (2.38%) Electronics
9 5 (2.38%) Pharmaceutical
10 4 (1.90%) French Language
10 4 (1.90%) German Language
10 4 (1.90%) Italian Language
10 4 (1.90%) Manufacturing
10 4 (1.90%) Spanish Language
11 2 (0.95%) iGaming
11 2 (0.95%) Retail Banking
12 1 (0.48%) Law
12 1 (0.48%) Legal
Job Titles
1 106 (50.48%) Data Scientist
2 62 (29.52%) Analyst
3 36 (17.14%) Senior Data Scientist
4 33 (15.71%) Machine Learning Scientist
5 26 (12.38%) Insight Analyst
6 25 (11.90%) Data Analyst
7 13 (6.19%) Junior
7 13 (6.19%) SAS Analyst
8 12 (5.71%) Data Engineer
9 11 (5.24%) Developer
10 9 (4.29%) SQL Analyst
10 9 (4.29%) SQL Data Analyst
11 8 (3.81%) Customer Analyst
11 8 (3.81%) Customer Insight Analyst
12 7 (3.33%) Junior Data Scientist
12 7 (3.33%) Senior Analyst
13 6 (2.86%) Analytics Manager
13 6 (2.86%) Excel Analyst
13 6 (2.86%) Junior Analyst
13 6 (2.86%) Scala Developer
Libraries, Frameworks & Software Standards
1 21 (10.00%) Natural Language Processing
2 10 (4.76%) scikit-learn
3 9 (4.29%) Web Services
4 4 (1.90%) D3.js
5 3 (1.43%) .NET
5 3 (1.43%) AngularJS
5 3 (1.43%) HTML
6 2 (0.95%) Node.js
6 2 (0.95%) NumPy
6 2 (0.95%) Pandas
6 2 (0.95%) React
6 2 (0.95%) SparkR
7 1 (0.48%) Backbone.js
7 1 (0.48%) CSS
7 1 (0.48%) Hibernate
7 1 (0.48%) HTML5
7 1 (0.48%) KnockoutJS
7 1 (0.48%) Spring
7 1 (0.48%) Struts
Miscellaneous
1 92 (43.81%) Statistics
2 83 (39.52%) Analytical Skills
3 78 (37.14%) Mathematics
4 62 (29.52%) Algorithms
5 44 (20.95%) Computer Science
6 32 (15.24%) Visualisation
7 26 (12.38%) Physics
8 12 (5.71%) Economics
8 12 (5.71%) Neural Network
9 10 (4.76%) Social Media
10 9 (4.29%) Artificial Intelligence
11 8 (3.81%) Data Structures
11 8 (3.81%) Online Games
12 7 (3.33%) Fintech
12 7 (3.33%) Life Science
13 6 (2.86%) Applied Mathematics
13 6 (2.86%) Mobile App
13 6 (2.86%) Psychology
14 5 (2.38%) Credit Risk
15 3 (1.43%) Social Network
Operating Systems
1 5 (2.38%) Linux
1 5 (2.38%) Unix
2 1 (0.48%) Windows
Processes & Methodologies
1 150 (71.43%) Analytics
2 129 (61.43%) Machine Learning
3 79 (37.62%) Data Analytics
4 42 (20.00%) Statistical Analysis
5 36 (17.14%) Business Intelligence
6 34 (16.19%) Data Analysis
7 31 (14.76%) Operations Research
8 28 (13.33%) Big Data Analytics
9 26 (12.38%) Predictive Analytics
10 25 (11.90%) Statistical Modelling
11 24 (11.43%) Actionable Insight
12 20 (9.52%) Agile Software Development
13 17 (8.10%) Customer Insight
14 16 (7.62%) Customer Segmentation
14 16 (7.62%) Data Visualisation
14 16 (7.62%) E-Commerce
15 15 (7.14%) Data Munging
15 15 (7.14%) Marketing Analytics
16 14 (6.67%) Bayesian Methods
16 14 (6.67%) MapReduce
Programming Languages
1 159 (75.71%) SQL
2 128 (60.95%) Python
3 83 (39.52%) R
4 51 (24.29%) Java
5 30 (14.29%) MATLAB
6 24 (11.43%) Scala
7 15 (7.14%) VBA
8 14 (6.67%) C++
9 11 (5.24%) Ruby
10 10 (4.76%) Clojure
11 6 (2.86%) Go
12 5 (2.38%) Shell Script
13 4 (1.90%) VB
14 3 (1.43%) C
14 3 (1.43%) Julia
15 2 (0.95%) Perl
15 2 (0.95%) PHP
16 1 (0.48%) C#
16 1 (0.48%) Haskell
16 1 (0.48%) JavaScript
Qualifications
1 84 (40.00%) Degree
2 55 (26.19%) PhD
3 1 (0.48%) CIMA
3 1 (0.48%) Postgraduate
3 1 (0.48%) Security Cleared
Quality Assurance & Compliance
1 4 (1.90%) Data Quality
2 2 (0.95%) QA
3 1 (0.48%) Actionable Recommendations
System Software
1 4 (1.90%) Docker
Vendors
1 24 (11.43%) Tableau
2 18 (8.57%) Google
3 11 (5.24%) Netezza
4 10 (4.76%) MicroStrategy
4 10 (4.76%) Oracle
5 8 (3.81%) SAP
6 6 (2.86%) Alteryx
6 6 (2.86%) Facebook
7 4 (1.90%) Pega
8 3 (1.43%) MapR
9 2 (0.95%) Adobe
9 2 (0.95%) IBM
9 2 (0.95%) Microsoft
9 2 (0.95%) Omniture
10 1 (0.48%) comScore
10 1 (0.48%) Informatica
10 1 (0.48%) RapidMiner
10 1 (0.48%) Siebel
10 1 (0.48%) Talend
London
Parallel Consulting
Salary: £60000 - £70000 per annum
Posted: 4 days ago
London
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Salary: £65000 - £75000 per annum
Posted: 4 days ago
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Salary: £30000 - £35000 per annum + Excellent Benefits Package
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Salary: £60000 - £70000 per annum + Bonus and benefits package
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