The first table below looks at the demand 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 29 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category.

Location
3 months to
29 Jul 2014
Same period 2013 Same period 2012
Predictive Modeling
Rank 764 794 861
Rank change year-on-year
+30 +67
Permanent jobs citing Predictive Modelling 143 75 43
As % of all permanent IT jobs located in the UK 0.12% 0.069% 0.036%
As % of the Processes & Methodologies category 0.15% 0.088% 0.047%
Number of salaries quoted 105 63 27
Average salary £62,500 £42,500 £42,500
Average salary % change year-on-year
+47.05% -
90% offered a salary of more than £49,000 £26,755 £29,000
10% offered a salary of more than £80,000 £66,750 £60,000
UK excluding London average salary £50,000 £40,000 £40,000
% change year-on-year
+25.00% -
Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
93957 85653 91299
As % of all permanent IT jobs located in the UK 80.38% 78.79% 77.44%
Number of salaries quoted 75631 70015 77736
Average salary £47,500 £46,500 £46,500
Average salary % change year-on-year
+2.15% -
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London average salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 29 July 2014 within the UK.

Predictive Modelling Salary Histogram in the UK

Predictive Modelling
Top 25 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 29 July 2014. 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 +23 140 £62,500 +47.05% 10
London +48 124 £65,000 +44.44% 7
City of London +39 48 £72,500 +31.81% 4
South West -3 10 £57,000 - 1
Wiltshire -1 9 £46,000 -
Swindon -2 9 £46,000 -
North West -6 2 - -
West Yorkshire -39 2 £42,500 +6.25%
Leeds -42 2 £42,500 +6.25%
Yorkshire -45 2 £42,500 +6.25% 1
Cheshire - 2 - -
Chester - 2 - -
Scotland - 2 £50,000 -
East of England -3 1 £45,000 +45.86% 1
South Wales -5 1 £38,750 +19.23% 2
South East -6 1 £55,000 -21.42%
Cardiff -8 1 £38,750 +19.23% 1
Wales -8 1 £38,750 +19.23% 2
Cambridge - 1 £45,000 -
Exeter - 1 £65,000 -
Glasgow - 1 - -
Buckinghamshire - 1 £55,000 -
Cambridgeshire - 1 £45,000 -
Devon - 1 £65,000 -
West Lothian - 1 £50,000 -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 29 July 2014, 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.

1 201 (81.71%) Analytics
2 165 (67.07%) SQL
3 146 (59.35%) SAS
4 132 (53.66%) Degree
5 126 (51.22%) SPSS
6 113 (45.93%) Statistics
7 107 (43.50%) R
8 106 (43.09%) Data Mining
9 104 (42.28%) Python
9 104 (42.28%) Mathematics
10 85 (34.55%) Big Data
10 85 (34.55%) Finance
11 83 (33.74%) Data Analysis
12 79 (32.11%) Visualisation
13 73 (29.67%) Hadoop
13 73 (29.67%) C++
14 71 (28.86%) MATLAB
15 70 (28.46%) Data Management
16 69 (28.05%) Java
17 67 (27.24%) Data Modelling
17 67 (27.24%) Marketing
18 65 (26.42%) Neural Network
18 65 (26.42%) Relational Database
19 62 (25.20%) Economics
20 56 (22.76%) Logistic Regression
21 55 (22.36%) Cluster Analysis
22 53 (21.54%) Retail
23 50 (20.33%) PhD
24 45 (18.29%) Computer Science
25 40 (16.26%) Data Warehouse

Predictive Modelling
Top Related IT Skills by Category

For the 6 months to 29 July 2014, 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
1 146 (59.35%) SAS
2 27 (10.98%) Apache Pig
3 7 (2.85%) Apache
4 1 (0.41%) SharePoint
4 1 (0.41%) Oracle Workflow
Applications
1 126 (51.22%) SPSS
2 34 (13.82%) CPLEX
3 23 (9.35%) MS Excel
4 20 (8.13%) MS PowerPoint
5 14 (5.69%) MS Office
6 6 (2.44%) FastStats
7 2 (0.81%) MS Visio
7 2 (0.81%) Mathematica
8 1 (0.41%) Stata
8 1 (0.41%) PowerPivot
Business Applications
1 2 (0.81%) Google Analytics
2 1 (0.41%) SiteCatalyst
2 1 (0.41%) SAP InfiniteInsight
Cloud Services
1 7 (2.85%) Amazon EMR
2 1 (0.41%) Amazon EC2
2 1 (0.41%) Amazon AWS
Communications & Networking
1 5 (2.03%) Wireless
2 2 (0.81%) Internet
Database & Business Intelligence
1 106 (43.09%) Data Mining
2 85 (34.55%) Big Data
3 73 (29.67%) Hadoop
4 65 (26.42%) Relational Database
5 40 (16.26%) Data Warehouse
6 27 (10.98%) Apache Hive
7 26 (10.57%) QlikView
8 20 (8.13%) Base SAS
9 19 (7.72%) Mahout
10 17 (6.91%) SAS Enterprise Miner
11 13 (5.28%) HBase
12 10 (4.07%) Apache Cassandra
12 10 (4.07%) SAS Enterprise Guide
12 10 (4.07%) SQL Server Integration Services
12 10 (4.07%) MS Access
13 9 (3.66%) Impala
14 8 (3.25%) SQL Server Reporting Services
15 6 (2.44%) MongoDB
16 5 (2.03%) Text Mining
16 5 (2.03%) DB2
Development Applications
1 4 (1.63%) Talend Open Studio
2 1 (0.41%) Team Foundation Server
2 1 (0.41%) Visual Studio
General
1 85 (34.55%) Finance
2 67 (27.24%) Marketing
3 53 (21.54%) Retail
4 11 (4.47%) Telecoms
5 5 (2.03%) Games
6 2 (0.81%) Banking
6 2 (0.81%) Publishing
6 2 (0.81%) Legal
7 1 (0.41%) Advertising
7 1 (0.41%) French Language
7 1 (0.41%) German Language
Job Titles
1 102 (41.46%) Data Scientist
2 53 (21.54%) Analyst
3 38 (15.45%) Consultant
4 24 (9.76%) Developer
5 20 (8.13%) Data Analyst
6 12 (4.88%) Senior Developer
6 12 (4.88%) Marketing Consultant
7 8 (3.25%) Senior Consultant
7 8 (3.25%) Graduate
7 8 (3.25%) Architect
8 7 (2.85%) Senior Analyst
8 7 (2.85%) SAS Developer
8 7 (2.85%) Insight Analyst
9 6 (2.44%) Pre Sales Consultant
9 6 (2.44%) Big Data Developer
10 5 (2.03%) Marketing Analyst
10 5 (2.03%) Data Architect
11 4 (1.63%) CRM Analyst
12 3 (1.22%) Data Manager
12 3 (1.22%) Data Modeller
Libraries, Frameworks & Software Standards
1 19 (7.72%) MapReduce
2 8 (3.25%) Natural Language Processing
2 8 (3.25%) XML
3 7 (2.85%) ODBC
3 7 (2.85%) JSON
3 7 (2.85%) JDBC
3 7 (2.85%) SOAP
3 7 (2.85%) REST
4 3 (1.22%) .NET
5 1 (0.41%) ASP.NET
5 1 (0.41%) MDX
5 1 (0.41%) HTML
Miscellaneous
1 113 (45.93%) Statistics
2 104 (42.28%) Mathematics
3 79 (32.11%) Visualisation
4 65 (26.42%) Neural Network
5 62 (25.20%) Economics
6 45 (18.29%) Computer Science
7 34 (13.82%) Applied Mathematics
7 34 (13.82%) Digital Media
8 17 (6.91%) Social Network
9 15 (6.10%) Artificial Intelligence
10 14 (5.69%) Physics
11 12 (4.88%) Data Integration
12 6 (2.44%) Chemistry
12 6 (2.44%) Psychology
12 6 (2.44%) Reference Data
12 6 (2.44%) Informatics
13 4 (1.63%) Management Information System
14 2 (0.81%) GIS
14 2 (0.81%) Data Extraction
14 2 (0.81%) Credit Risk
Operating Systems
1 11 (4.47%) Linux
2 7 (2.85%) UNIX
Processes & Methodologies
1 201 (81.71%) Analytics
2 83 (33.74%) Data Analysis
3 70 (28.46%) Data Management
4 67 (27.24%) Data Modelling
5 56 (22.76%) Logistic Regression
6 55 (22.36%) Cluster Analysis
7 40 (16.26%) Statistical Analysis
8 37 (15.04%) Statistical Modelling
9 36 (14.63%) E-Commerce
10 35 (14.23%) Business Analysis
11 29 (11.79%) Business Intelligence
11 29 (11.79%) Data Analytics
12 26 (10.57%) Customer Segmentation
13 25 (10.16%) Marketing Analytics
14 24 (9.76%) Machine Learning
14 24 (9.76%) Marketing Strategy
15 22 (8.94%) Operations Research
15 22 (8.94%) ETL
16 21 (8.54%) CRM
17 20 (8.13%) Econometrics
Programming Languages
1 165 (67.07%) SQL
2 107 (43.50%) R
3 104 (42.28%) Python
4 73 (29.67%) C++
5 71 (28.86%) MATLAB
6 69 (28.05%) Java
7 20 (8.13%) VBA
8 15 (6.10%) C#
9 14 (5.69%) Ruby
10 13 (5.28%) C
11 10 (4.07%) VB
11 10 (4.07%) Clojure
12 9 (3.66%) PHP
13 8 (3.25%) SAS Macro
14 4 (1.63%) Scala
14 4 (1.63%) Perl
15 3 (1.22%) PowerHouse
16 2 (0.81%) VB.NET
16 2 (0.81%) PL/SQL
17 1 (0.41%) T-SQL
Qualifications
1 132 (53.66%) Degree
2 50 (20.33%) PhD
3 1 (0.41%) PMI Certification
3 1 (0.41%) MBA
Quality Assurance & Compliance
1 2 (0.81%) Basel II
1 2 (0.81%) CRD IV
2 1 (0.41%) QA
System Software
1 10 (4.07%) HDFS
2 2 (0.81%) Apache Flume
Systems Management
1 2 (0.81%) Oozie
Vendors
1 25 (10.16%) Tableau
2 16 (6.50%) Oracle
3 5 (2.03%) Sybase
3 5 (2.03%) Microsoft
4 4 (1.63%) MicroStrategy
4 4 (1.63%) IBM
4 4 (1.63%) Talend
5 3 (1.22%) Hortonworks
5 3 (1.22%) Cloudera
5 3 (1.22%) MapR
5 3 (1.22%) Greenplum
5 3 (1.22%) Cognos
5 3 (1.22%) Alterian
6 2 (0.81%) Omniture
6 2 (0.81%) Google
6 2 (0.81%) Business Objects
7 1 (0.41%) Netezza
Hull, North Humberside
Oscar Associates (UK) Ltd
Salary: £25000 - £32000 per annum
Posted: 10 hours ago
City, London
Coal IT Services
Salary: From £40,000 to £50,000 per annum + Bonus & Excellent Benefits Package
Posted: 4 days ago
Southend-On-Sea, Essex
HAYS INFORMATION TECHNOLOGY
Salary: £23800.00 per annum
Posted: 4 days ago
Somerset
Oscar Associates (UK) Ltd
Salary: £20000 - £30000 per annum
Posted: 4 days ago
City, London
FPSG Connect
Salary: £40000 - £80000 per annum
Posted: 5 days ago
Central London / West End
ANSON MCCADE
Salary: From £60,000 to £70,000 per annum + package and great bonus
Posted: 6 days ago
Cardiff
Opus Recruitment Solutions Ltd
Salary: £35000 - £42500 per annum
Posted: 19 days ago
City of London
Progressive Recruitment
Salary: competitive
Posted: 25 days ago
City Of London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum, Benefits: Benefits & Bonus
Posted: 26 days ago