The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 1 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Jul 2015
Same period 2014 Same period 2013
Predictive Modeling
Rank 766 770 823
Rank change year-on-year
+4 +53
Permanent jobs citing Predictive Modelling 127 148 84
As % of all permanent IT jobs located in the UK 0.11% 0.12% 0.077%
As % of the Processes & Methodologies category 0.14% 0.15% 0.095%
Number of salaries quoted 98 113 73
Average salary £55,000 £62,500 £42,500
Average salary % change year-on-year
-12.00% +47.05%
90% offered a salary of more than £30,300 £42,500 £28,100
10% offered a salary of more than £75,000 £80,000 £50,000
UK excluding London average salary £40,000 £52,500 £40,000
% change year-on-year
-23.80% +31.25%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
93348 99216 88705
As % of all permanent IT jobs located in the UK 84.48% 82.71% 80.79%
Number of salaries quoted 76240 80334 73064
Average salary £50,000 £48,500 £45,500
Average salary % change year-on-year
+3.09% +6.59%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +6.25%

Predictive Modelling
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Predictive Modelling within the UK as a proportion of the total demand within the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in the UK

Predictive Modelling
Salary Trend

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

Predictive Modelling Salary Trend in the UK

Predictive Modelling
Salary Histogram

This chart provides a salary histogram for IT jobs citing Predictive Modelling over the 3 months to 1 July 2015 within the UK.

Predictive Modelling Salary Histogram in the UK

Predictive Modelling
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Predictive Modelling within the UK over the 3 months to 1 July 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -11 122 £57,500 -8.00% 16
London -10 79 £60,000 -4.00% 11
Cheshire - 19 £22,500 - 3
North West - 19 £22,500 - 3
Chester - 18 - - 3
South East +24 11 £40,000 -27.27% 1
Scotland +10 5 £31,500 -37.00% 1
Hampshire - 5 £36,500 -
Yorkshire +1 3 £45,000 +28.57%
South West -17 3 £37,500 -34.21%
East Midlands - 3 £55,000 -
South Yorkshire - 3 £45,000 -
Nottinghamshire - 3 £55,000 -
Dunfermline - 3 £31,500 -
Fife - 3 £31,500 -
Sheffield - 3 £45,000 -
Addlestone - 2 £42,500 -
Norwich - 2 - -
Middlesex - 2 £55,000 -
Norfolk - 2 - -
Surrey - 2 £42,500 - 1
East of England - 2 - -
Glasgow +8 1 £34,780 -
Buckinghamshire -5 1 £45,000 -18.18%
Swindon -9 1 £37,500 -18.47%
Wiltshire -14 1 £37,500 -18.47%
City of London -14 1 £55,000 -15.38% 3
Somerset - 1 £57,500 -
Warrington - 1 £22,500 -
Berkshire - 1 £40,000 -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 1 July 2015, IT jobs within the UK 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.

1 196 (73.13%) Analytics
2 167 (62.31%) SQL
3 150 (55.97%) Analytical Skills
4 126 (47.01%) SAS
4 126 (47.01%) Data Mining
5 123 (45.90%) R
6 117 (43.66%) Statistics
7 103 (38.43%) Marketing
8 101 (37.69%) Finance
9 97 (36.19%) Degree
10 96 (35.82%) Python
11 88 (32.84%) Mathematics
12 82 (30.60%) Big Data
13 79 (29.48%) SPSS
14 76 (28.36%) Visualisation
15 72 (26.87%) Hadoop
16 71 (26.49%) Business Intelligence
16 71 (26.49%) Java
17 64 (23.88%) Data Modelling
18 62 (23.13%) Statistical Analysis
19 61 (22.76%) Computer Science
20 56 (20.90%) Algorithms
21 53 (19.78%) Predictive Analytics
22 52 (19.40%) Neural Network
22 52 (19.40%) Data Analysis
23 49 (18.28%) Apache Hive
24 47 (17.54%) MATLAB
25 42 (15.67%) C++
26 39 (14.55%) Microsoft
26 39 (14.55%) Retail

Predictive Modelling
Top Related IT Skills by Category

For the 6 months to 1 July 2015, IT jobs within the UK 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
1 126 (47.01%) SAS
2 38 (14.18%) Apache Spark
3 33 (12.31%) Apache Pig
4 5 (1.87%) Apache
4 5 (1.87%) SharePoint
5 4 (1.49%) IIS
6 2 (0.75%) Lync
6 2 (0.75%) Elasticsearch
6 2 (0.75%) IPython
Applications
1 79 (29.48%) SPSS
2 32 (11.94%) MS Excel
3 22 (8.21%) MS Office
4 15 (5.60%) MS PowerPoint
5 13 (4.85%) Spreadsheet
6 7 (2.61%) CPLEX
7 6 (2.24%) PowerPivot
8 3 (1.12%) Gephi
8 3 (1.12%) Stata
9 2 (0.75%) FastStats
10 1 (0.37%) Weka
10 1 (0.37%) MS Visio
Business Applications
1 4 (1.49%) SAP InfiniteInsight
1 4 (1.49%) Unica
2 1 (0.37%) SAP CRM
2 1 (0.37%) SAP Oil and Gas
Cloud Services
1 7 (2.61%) Amazon AWS
2 4 (1.49%) Amazon EC2
3 3 (1.12%) Adobe Analytics
3 3 (1.12%) Amazon EMR
4 2 (0.75%) Amazon ELB
4 2 (0.75%) AWS Elastic Beanstalk
4 2 (0.75%) Amazon S3
4 2 (0.75%) SmartFocus
4 2 (0.75%) Google Analytics
5 1 (0.37%) Route 53
Communications & Networking
1 2 (0.75%) Broadband
2 1 (0.37%) Internet
Database & Business Intelligence
1 126 (47.01%) Data Mining
2 82 (30.60%) Big Data
3 72 (26.87%) Hadoop
4 49 (18.28%) Apache Hive
5 36 (13.43%) NoSQL
6 29 (10.82%) HBase
7 26 (9.70%) Data Warehouse
8 23 (8.58%) SQL Server
9 19 (7.09%) Text Mining
9 19 (7.09%) QlikView
10 18 (6.72%) MongoDB
11 17 (6.34%) CouchDB
11 17 (6.34%) IBM InfoSphere
12 15 (5.60%) SAS Enterprise Miner
12 15 (5.60%) SQL Server Reporting Services
13 14 (5.22%) Relational Database
14 13 (4.85%) Base SAS
15 10 (3.73%) SAS Enterprise Guide
15 10 (3.73%) SQL Server Integration Services
16 8 (2.99%) Mahout
Development Applications
1 2 (0.75%) Visual Studio
2 1 (0.37%) Toad
2 1 (0.37%) Jenkins
General
1 103 (38.43%) Marketing
2 101 (37.69%) Finance
3 39 (14.55%) Retail
4 13 (4.85%) Telecoms
5 12 (4.48%) Banking
6 10 (3.73%) Games
7 7 (2.61%) Advertising
8 5 (1.87%) Manufacturing
9 4 (1.49%) Electronics
10 2 (0.75%) Publishing
10 2 (0.75%) Aerospace
10 2 (0.75%) Automotive
10 2 (0.75%) Japanese Language
11 1 (0.37%) Billing
11 1 (0.37%) Pharmaceutical
11 1 (0.37%) Financial Institution
Job Titles
1 113 (42.16%) Data Scientist
2 86 (32.09%) Analyst
3 23 (8.58%) Data Analyst
4 16 (5.97%) Senior Analyst
4 16 (5.97%) Developer
5 13 (4.85%) MI Analyst
6 10 (3.73%) Business Intelligence Developer
6 10 (3.73%) Graduate
7 9 (3.36%) Senior Manager
8 8 (2.99%) Consultant
8 8 (2.99%) Information Analyst
9 7 (2.61%) Programme Manager
10 6 (2.24%) Senior Developer
10 6 (2.24%) Insight Analyst
10 6 (2.24%) Senior Business Intelligence Developer
11 5 (1.87%) SAS Consultant
11 5 (1.87%) Business Intelligence Manager
11 5 (1.87%) Integration Manager
11 5 (1.87%) Business Manager
11 5 (1.87%) Business Developer
Libraries, Frameworks & Software Standards
1 19 (7.09%) D3.js
2 8 (2.99%) Natural Language Processing
2 8 (2.99%) MLlib
3 7 (2.61%) RHadoop
4 6 (2.24%) scikit-learn
4 6 (2.24%) .NET
4 6 (2.24%) ASP.NET
5 5 (1.87%) Web Services
6 4 (1.49%) Ajax
6 4 (1.49%) JSON
6 4 (1.49%) jQuery
6 4 (1.49%) ASP.NET MVC
6 4 (1.49%) Razor View Engine
7 3 (1.12%) Pandas
8 1 (0.37%) SciPy
8 1 (0.37%) RESTful
8 1 (0.37%) BREW
8 1 (0.37%) COM
Miscellaneous
1 150 (55.97%) Analytical Skills
2 117 (43.66%) Statistics
3 88 (32.84%) Mathematics
4 76 (28.36%) Visualisation
5 61 (22.76%) Computer Science
6 56 (20.90%) Algorithms
7 52 (19.40%) Neural Network
8 30 (11.19%) Social Network
9 28 (10.45%) Economics
10 19 (7.09%) Management Information System
10 19 (7.09%) Credit Risk
11 18 (6.72%) Applied Mathematics
12 16 (5.97%) Artificial Intelligence
13 15 (5.60%) Physics
14 12 (4.48%) Digital Media
14 12 (4.48%) Performance Metrics
15 11 (4.10%) Social Media
16 5 (1.87%) Chemistry
16 5 (1.87%) Psychology
16 5 (1.87%) Informatics
Operating Systems
1 8 (2.99%) Linux
2 4 (1.49%) UNIX
3 1 (0.37%) Windows
Processes & Methodologies
1 196 (73.13%) Analytics
2 71 (26.49%) Business Intelligence
3 64 (23.88%) Data Modelling
4 62 (23.13%) Statistical Analysis
5 53 (19.78%) Predictive Analytics
6 52 (19.40%) Data Analysis
7 37 (13.81%) Machine Learning
8 33 (12.31%) Statistical Modelling
9 32 (11.94%) Cluster Analysis
10 27 (10.07%) Logistic Regression
10 27 (10.07%) Customer Segmentation
11 24 (8.96%) Business Analytics
12 23 (8.58%) Data Management
13 22 (8.21%) Stakeholder Management
13 22 (8.21%) Data Analytics
14 21 (7.84%) Factor Analysis
15 18 (6.72%) CRM
15 18 (6.72%) CHAID
16 17 (6.34%) OO
16 17 (6.34%) Operations Research
Programming Languages
1 167 (62.31%) SQL
2 123 (45.90%) R
3 96 (35.82%) Python
4 71 (26.49%) Java
5 47 (17.54%) MATLAB
6 42 (15.67%) C++
7 22 (8.21%) Ruby
8 18 (6.72%) VBA
8 18 (6.72%) C#
9 16 (5.97%) T-SQL
9 16 (5.97%) Clojure
10 15 (5.60%) Scala
11 8 (2.99%) VB
12 6 (2.24%) Perl
13 4 (1.49%) Go
14 3 (1.12%) HiveQL
15 2 (0.75%) SAS Macro
15 2 (0.75%) Shell Script
16 1 (0.37%) Spark SQL
16 1 (0.37%) Data Mining Extensions (DMX)
Qualifications
1 97 (36.19%) Degree
2 27 (10.07%) PhD
3 1 (0.37%) ISEB
3 1 (0.37%) ISTQB
3 1 (0.37%) HNC
3 1 (0.37%) HND
Quality Assurance & Compliance
1 2 (0.75%) Data Quality
2 1 (0.37%) QA
System Software
1 17 (6.34%) HDFS
Systems Management
1 1 (0.37%) EMC NetWorker
1 1 (0.37%) Puppet
1 1 (0.37%) Opscode Chef
Vendors
1 39 (14.55%) Microsoft
2 33 (12.31%) IBM
3 32 (11.94%) Oracle
4 25 (9.33%) Tableau
5 21 (7.84%) Business Objects
6 17 (6.34%) Greenplum
6 17 (6.34%) MapR
6 17 (6.34%) Hortonworks
6 17 (6.34%) Cloudera
7 10 (3.73%) Alteryx
8 8 (2.99%) SAP
9 7 (2.61%) Minitab
9 7 (2.61%) Netezza
10 5 (1.87%) MicroStrategy
11 4 (1.49%) RapidMiner
11 4 (1.49%) Vertica
12 3 (1.12%) Cognos
12 3 (1.12%) Norkom
12 3 (1.12%) Alterian
12 3 (1.12%) Mantas
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Salary: £50000 - £60000 per annum + Tech Industry Benefits!
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Chester, Cheshire
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West Midlands
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