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 average salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 3 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
Predictive Modeling
Rank 557 522 551
Rank change year-on-year
-35 +29
Permanent jobs citing Predictive Modelling 76 132 52
As % of all permanent IT jobs located in London 0.17% 0.27% 0.12%
As % of the Processes & Methodologies category 0.20% 0.32% 0.14%
Number of salaries quoted 68 99 44
Average salary £60,000 £63,500 £45,000
Average salary % change year-on-year
-5.51% +41.11%
90% offered a salary of more than £27,050 £46,500 £34,150
10% offered a salary of more than £75,000 £80,000 £53,950
UK excluding London average salary £40,000 £52,500 £40,000
% change year-on-year
-23.80% +31.25%
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
38094 41546 36997
As % of all permanent IT jobs located in London 85.46% 84.81% 83.89%
Number of salaries quoted 31996 34545 30786
Average salary £57,500 £55,000 £55,000
Average salary % change year-on-year
+4.54% -
90% offered a salary of more than £37,500 £37,500 £36,500
10% offered a salary of more than £82,500 £80,000 £80,000
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +6.25%

Predictive Modelling
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing Predictive Modelling across the London region as a proportion of the total demand within 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 3 July 2015.

Predictive Modelling Salary Histogram in London

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 3 July 2015, IT jobs across the London region citing Predictive Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Predictive Modelling.

1 139 (77.65%) Analytics
2 123 (68.72%) SQL
3 96 (53.63%) R
4 87 (48.60%) Statistics
5 83 (46.37%) Analytical Skills
6 79 (44.13%) Python
7 78 (43.58%) Big Data
8 73 (40.78%) SAS
9 72 (40.22%) Data Mining
9 72 (40.22%) Finance
10 68 (37.99%) Visualisation
11 65 (36.31%) Marketing
12 61 (34.08%) Hadoop
12 61 (34.08%) Java
13 60 (33.52%) Mathematics
14 48 (26.82%) Degree
14 48 (26.82%) Apache Hive
15 47 (26.26%) Data Modelling
16 45 (25.14%) Computer Science
17 44 (24.58%) SPSS
18 42 (23.46%) Algorithms
19 41 (22.91%) Predictive Analytics
20 40 (22.35%) Neural Network
21 39 (21.79%) Statistical Analysis
22 38 (21.23%) Data Analysis
23 37 (20.67%) Business Intelligence
23 37 (20.67%) C++
24 35 (19.55%) Retail
24 35 (19.55%) Machine Learning
25 34 (18.99%) MATLAB

Predictive Modelling
Top Related IT Skills in London by Category

For the 6 months to 3 July 2015, IT jobs across the London region citing Predictive Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Predictive Modelling. Up to 20 skills are shown per category.

Application Platforms
1 73 (40.78%) SAS
2 34 (18.99%) Apache Spark
3 30 (16.76%) Apache Pig
4 5 (2.79%) SharePoint
5 4 (2.23%) IIS
6 2 (1.12%) Apache
6 2 (1.12%) Elasticsearch
6 2 (1.12%) IPython
Applications
1 44 (24.58%) SPSS
2 6 (3.35%) MS Excel
2 6 (3.35%) PowerPivot
3 5 (2.79%) CPLEX
4 3 (1.68%) MS PowerPoint
4 3 (1.68%) Gephi
4 3 (1.68%) Stata
4 3 (1.68%) MS Office
5 1 (0.56%) MS Visio
5 1 (0.56%) Weka
Business Applications
1 4 (2.23%) Unica
2 2 (1.12%) SAP InfiniteInsight
3 1 (0.56%) SAP Oil and Gas
Cloud Services
1 7 (3.91%) Amazon AWS
2 4 (2.23%) Amazon EC2
3 3 (1.68%) Adobe Analytics
3 3 (1.68%) Amazon EMR
4 2 (1.12%) Amazon ELB
4 2 (1.12%) AWS Elastic Beanstalk
4 2 (1.12%) Google Analytics
4 2 (1.12%) Amazon S3
5 1 (0.56%) Route 53
Communications & Networking
1 2 (1.12%) Broadband
2 1 (0.56%) Internet
Database & Business Intelligence
1 78 (43.58%) Big Data
2 72 (40.22%) Data Mining
3 61 (34.08%) Hadoop
4 48 (26.82%) Apache Hive
5 32 (17.88%) NoSQL
6 28 (15.64%) HBase
7 19 (10.61%) Text Mining
8 18 (10.06%) MongoDB
9 17 (9.50%) CouchDB
9 17 (9.50%) IBM InfoSphere
10 15 (8.38%) SQL Server
11 14 (7.82%) SAS Enterprise Miner
12 13 (7.26%) SQL Server Reporting Services
13 10 (5.59%) Relational Database
14 9 (5.03%) Base SAS
14 9 (5.03%) SAS Enterprise Guide
15 8 (4.47%) SQL Server Integration Services
16 7 (3.91%) QlikView
16 7 (3.91%) SAS Data Integration Studio
17 6 (3.35%) Data Warehouse
Development Applications
1 1 (0.56%) Toad
1 1 (0.56%) Jenkins
General
1 72 (40.22%) Finance
2 65 (36.31%) Marketing
3 35 (19.55%) Retail
4 13 (7.26%) Telecoms
5 11 (6.15%) Banking
6 10 (5.59%) Games
7 7 (3.91%) Advertising
8 4 (2.23%) Electronics
8 4 (2.23%) Manufacturing
9 2 (1.12%) Japanese Language
9 2 (1.12%) Publishing
9 2 (1.12%) Aerospace
9 2 (1.12%) Automotive
10 1 (0.56%) Pharmaceutical
10 1 (0.56%) Financial Institution
10 1 (0.56%) Billing
Job Titles
1 93 (51.96%) Data Scientist
2 36 (20.11%) Analyst
3 14 (7.82%) Developer
4 11 (6.15%) Data Analyst
5 9 (5.03%) Graduate
6 8 (4.47%) Business Intelligence Developer
7 7 (3.91%) Programme Manager
7 7 (3.91%) Consultant
8 6 (3.35%) Senior Developer
8 6 (3.35%) Senior Business Intelligence Developer
9 5 (2.79%) SAS Consultant
9 5 (2.79%) Business Developer
10 4 (2.23%) Analyst Developer
10 4 (2.23%) Senior Analyst
10 4 (2.23%) Database Developer
10 4 (2.23%) Senior Manager
11 3 (1.68%) Database Analyst
12 2 (1.12%) Senior Consultant
12 2 (1.12%) Data Modeller
12 2 (1.12%) Quantitative Analyst
Libraries, Frameworks & Software Standards
1 18 (10.06%) D3.js
2 8 (4.47%) MLlib
2 8 (4.47%) Natural Language Processing
3 7 (3.91%) RHadoop
4 6 (3.35%) scikit-learn
4 6 (3.35%) .NET
4 6 (3.35%) ASP.NET
5 5 (2.79%) Web Services
6 4 (2.23%) Ajax
6 4 (2.23%) JSON
6 4 (2.23%) jQuery
6 4 (2.23%) Razor View Engine
6 4 (2.23%) ASP.NET MVC
7 3 (1.68%) Pandas
8 1 (0.56%) SciPy
8 1 (0.56%) RESTful
Miscellaneous
1 87 (48.60%) Statistics
2 83 (46.37%) Analytical Skills
3 68 (37.99%) Visualisation
4 60 (33.52%) Mathematics
5 45 (25.14%) Computer Science
6 42 (23.46%) Algorithms
7 40 (22.35%) Neural Network
8 30 (16.76%) Social Network
9 16 (8.94%) Applied Mathematics
10 14 (7.82%) Economics
10 14 (7.82%) Artificial Intelligence
11 13 (7.26%) Management Information System
12 12 (6.70%) Performance Metrics
13 11 (6.15%) Social Media
13 11 (6.15%) Physics
14 10 (5.59%) Digital Media
15 3 (1.68%) Xbox
15 3 (1.68%) Chemistry
15 3 (1.68%) Psychology
15 3 (1.68%) Informatics
Operating Systems
1 5 (2.79%) Linux
2 1 (0.56%) UNIX
Processes & Methodologies
1 139 (77.65%) Analytics
2 47 (26.26%) Data Modelling
3 41 (22.91%) Predictive Analytics
4 39 (21.79%) Statistical Analysis
5 38 (21.23%) Data Analysis
6 37 (20.67%) Business Intelligence
7 35 (19.55%) Machine Learning
8 25 (13.97%) Cluster Analysis
9 21 (11.73%) Statistical Modelling
9 21 (11.73%) Data Analytics
9 21 (11.73%) Data Management
10 19 (10.61%) Logistic Regression
10 19 (10.61%) Factor Analysis
11 15 (8.38%) Kalman Filter
11 15 (8.38%) CRM
12 14 (7.82%) OO
13 13 (7.26%) Data Visualisation
14 12 (6.70%) Information Architecture
14 12 (6.70%) Customer Segmentation
15 11 (6.15%) Market Research
Programming Languages
1 123 (68.72%) SQL
2 96 (53.63%) R
3 79 (44.13%) Python
4 61 (34.08%) Java
5 37 (20.67%) C++
6 34 (18.99%) MATLAB
7 19 (10.61%) Ruby
8 18 (10.06%) C#
9 15 (8.38%) Scala
10 13 (7.26%) Clojure
11 11 (6.15%) T-SQL
12 7 (3.91%) VBA
13 6 (3.35%) Perl
14 4 (2.23%) Go
15 3 (1.68%) HiveQL
16 2 (1.12%) SAS Macro
16 2 (1.12%) Shell Script
17 1 (0.56%) Spark SQL
Qualifications
1 48 (26.82%) Degree
2 18 (10.06%) PhD
3 1 (0.56%) ISEB
3 1 (0.56%) ISTQB
3 1 (0.56%) HNC
3 1 (0.56%) HND
Quality Assurance & Compliance
1 1 (0.56%) QA
1 1 (0.56%) Data Quality
System Software
1 17 (9.50%) HDFS
Systems Management
1 1 (0.56%) EMC NetWorker
1 1 (0.56%) Puppet
1 1 (0.56%) Opscode Chef
Vendors
1 27 (15.08%) Oracle
2 23 (12.85%) IBM
3 17 (9.50%) Greenplum
3 17 (9.50%) Hortonworks
3 17 (9.50%) Cloudera
3 17 (9.50%) MapR
4 14 (7.82%) Tableau
5 10 (5.59%) Alteryx
6 8 (4.47%) Business Objects
7 7 (3.91%) Netezza
8 4 (2.23%) MicroStrategy
8 4 (2.23%) Vertica
9 3 (1.68%) Alterian
9 3 (1.68%) Omniture
9 3 (1.68%) Cognos
10 2 (1.12%) Chordiant
10 2 (1.12%) Microsoft
10 2 (1.12%) WebSideStory
10 2 (1.12%) Google
10 2 (1.12%) Teradata
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