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 30 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Jul 2015
Same period 2014 Same period 2013
Predictive Modeling
Rank 790 785 814
Rank change year-on-year
-5 +29
Permanent jobs citing Predictive Modelling 125 147 77
As % of all permanent IT jobs located in the UK 0.11% 0.13% 0.071%
As % of the Processes & Methodologies category 0.13% 0.15% 0.087%
Number of salaries quoted 85 107 65
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 £33,412 £48,400 £28,750
10% offered a salary of more than £74,000 £80,000 £66,250
UK excluding London average salary £41,250 £50,000 £40,000
% change year-on-year
-17.50% +25.00%

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
92977 96911 88131
As % of all permanent IT jobs located in the UK 84.84% 82.75% 81.01%
Number of salaries quoted 76104 78052 72123
Average salary £50,000 £48,000 £47,000
Average salary % change year-on-year
+4.16% +2.12%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £44,500 £42,500 £40,699
% change year-on-year
+4.70% +4.42%

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 30 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 30 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 +12 121 £55,000 -12.00% 18
London -28 68 £60,000 -6.61% 16
North West +29 32 £35,000 -
Cheshire +31 31 - -
Chester +26 31 - -
South East +15 11 £42,500 -22.72%
Yorkshire +6 5 £45,000 +5.88% 1
Scotland +13 4 £31,500 -37.00% 1
Surrey - 4 £45,000 -
South Yorkshire - 3 £45,000 -
East Midlands - 3 £49,000 -
Dunfermline - 3 £31,500 -
Fife - 3 £31,500 -
Hampshire - 3 £36,500 -
Sheffield - 3 £45,000 -
East of England +7 2 - -
East Yorkshire - 2 £47,500 - 1
Middlesex - 2 £55,000 -
Norfolk - 2 - -
Nottinghamshire - 2 £52,000 -
Berkshire - 2 £35,000 -
Norwich - 2 - -
Hull - 2 £47,500 - 1
Kingston Upon Thames - 2 £47,500 -
Glasgow +15 1 £34,780 -
Addlestone - 1 £42,500 -
Feltham - 1 £40,000 -
Leicester - 1 £27,000 -
Manchester - 1 £35,000 -
Nottingham - 1 £55,000 -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 30 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.

1 200 (74.35%) Analytics
2 159 (59.11%) SQL
3 158 (58.74%) Analytical Skills
4 129 (47.96%) Data Mining
5 126 (46.84%) SAS
6 125 (46.47%) R
7 114 (42.38%) Marketing
8 108 (40.15%) Statistics
9 100 (37.17%) Degree
10 99 (36.80%) Finance
11 91 (33.83%) Python
12 81 (30.11%) Mathematics
13 78 (29.00%) Business Intelligence
14 76 (28.25%) Big Data
15 73 (27.14%) SPSS
16 69 (25.65%) Statistical Analysis
16 69 (25.65%) Visualisation
17 63 (23.42%) Hadoop
17 63 (23.42%) Java
18 60 (22.30%) Computer Science
19 55 (20.45%) Algorithms
20 52 (19.33%) Predictive Analytics
21 50 (18.59%) Data Modelling
22 49 (18.22%) Data Analysis
23 47 (17.47%) Microsoft
24 45 (16.73%) Neural Network
25 44 (16.36%) MATLAB
25 44 (16.36%) Apache Hive
26 41 (15.24%) Apache Spark
27 38 (14.13%) Statistical Modelling

Predictive Modelling
Top Related IT Skills by Category

For the 6 months to 30 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 (46.84%) SAS
2 41 (15.24%) Apache Spark
3 30 (11.15%) Apache Pig
4 5 (1.86%) Apache
5 2 (0.74%) SharePoint
5 2 (0.74%) Lync
5 2 (0.74%) Elasticsearch
5 2 (0.74%) IPython
Applications
1 73 (27.14%) SPSS
2 33 (12.27%) MS Office
3 30 (11.15%) MS Excel
4 25 (9.29%) Spreadsheet
5 18 (6.69%) MS PowerPoint
6 6 (2.23%) CPLEX
7 4 (1.49%) Stata
8 3 (1.12%) PowerPivot
8 3 (1.12%) Gephi
9 2 (0.74%) FastStats
10 1 (0.37%) Weka
10 1 (0.37%) MS Visio
Business Applications
1 4 (1.49%) SAP InfiniteInsight
2 3 (1.12%) Unica
3 1 (0.37%) SAP CRM
3 1 (0.37%) SAP Oil and Gas
Cloud Services
1 8 (2.97%) Amazon AWS
2 4 (1.49%) Amazon EC2
3 3 (1.12%) Amazon EMR
4 2 (0.74%) Amazon ELB
4 2 (0.74%) AWS Elastic Beanstalk
4 2 (0.74%) SmartFocus
4 2 (0.74%) Adobe Analytics
4 2 (0.74%) Amazon S3
4 2 (0.74%) Google Analytics
5 1 (0.37%) SaaS
5 1 (0.37%) Route 53
Communications & Networking
1 1 (0.37%) Broadband
1 1 (0.37%) Internet
Database & Business Intelligence
1 129 (47.96%) Data Mining
2 76 (28.25%) Big Data
3 63 (23.42%) Hadoop
4 44 (16.36%) Apache Hive
5 36 (13.38%) NoSQL
5 36 (13.38%) Data Warehouse
6 24 (8.92%) HBase
7 17 (6.32%) BusinessObjects
7 17 (6.32%) QlikView
8 15 (5.58%) Text Mining
9 14 (5.20%) MongoDB
10 13 (4.83%) CouchDB
10 13 (4.83%) IBM InfoSphere
10 13 (4.83%) IBM BigInsights
11 11 (4.09%) SAS Enterprise Miner
12 10 (3.72%) SQL Server
13 9 (3.35%) Base SAS
14 8 (2.97%) SQL Server Reporting Services
14 8 (2.97%) SQL Server Integration Services
14 8 (2.97%) Mahout
Development Applications
1 2 (0.74%) Visual Studio
2 1 (0.37%) Jenkins
General
1 114 (42.38%) Marketing
2 99 (36.80%) Finance
3 35 (13.01%) Retail
4 10 (3.72%) Telecoms
4 10 (3.72%) Games
5 8 (2.97%) Manufacturing
6 7 (2.60%) Advertising
7 3 (1.12%) Banking
7 3 (1.12%) Electronics
8 2 (0.74%) Pharmaceutical
8 2 (0.74%) Aerospace
8 2 (0.74%) Automotive
8 2 (0.74%) Publishing
8 2 (0.74%) Japanese Language
9 1 (0.37%) Billing
Job Titles
1 110 (40.89%) Data Scientist
2 89 (33.09%) Analyst
3 20 (7.43%) Senior Analyst
4 17 (6.32%) Data Analyst
5 11 (4.09%) MI Analyst
6 9 (3.35%) Senior Manager
6 9 (3.35%) Developer
7 8 (2.97%) Graduate
7 8 (2.97%) Information Analyst
8 7 (2.60%) Programme Manager
9 6 (2.23%) Integration Manager
9 6 (2.23%) Consultant
9 6 (2.23%) Business Intelligence Developer
9 6 (2.23%) Business Manager
10 5 (1.86%) Business Intelligence Manager
10 5 (1.86%) Insight Analyst
11 4 (1.49%) Quantitative Analyst
12 3 (1.12%) Senior Developer
12 3 (1.12%) Information Manager
12 3 (1.12%) Risk Analyst
Libraries, Frameworks & Software Standards
1 20 (7.43%) D3.js
2 9 (3.35%) MLlib
3 8 (2.97%) RHadoop
3 8 (2.97%) Natural Language Processing
4 6 (2.23%) Web Services
4 6 (2.23%) scikit-learn
5 3 (1.12%) Pandas
6 1 (0.37%) COM
6 1 (0.37%) BREW
6 1 (0.37%) RESTful
6 1 (0.37%) SciPy
Miscellaneous
1 158 (58.74%) Analytical Skills
2 108 (40.15%) Statistics
3 81 (30.11%) Mathematics
4 69 (25.65%) Visualisation
5 60 (22.30%) Computer Science
6 55 (20.45%) Algorithms
7 45 (16.73%) Neural Network
8 33 (12.27%) Credit Risk
9 27 (10.04%) Social Network
10 25 (9.29%) Economics
11 24 (8.92%) Applied Mathematics
12 15 (5.58%) Artificial Intelligence
13 14 (5.20%) Management Information System
14 12 (4.46%) Physics
15 11 (4.09%) Digital Media
16 10 (3.72%) Social Media
17 8 (2.97%) Performance Metrics
18 4 (1.49%) Chemistry
18 4 (1.49%) Psychology
18 4 (1.49%) Informatics
Operating Systems
1 8 (2.97%) Linux
2 3 (1.12%) UNIX
3 1 (0.37%) Windows
Processes & Methodologies
1 200 (74.35%) Analytics
2 78 (29.00%) Business Intelligence
3 69 (25.65%) Statistical Analysis
4 52 (19.33%) Predictive Analytics
5 50 (18.59%) Data Modelling
6 49 (18.22%) Data Analysis
7 38 (14.13%) Statistical Modelling
8 35 (13.01%) Machine Learning
9 34 (12.64%) Business Analytics
10 31 (11.52%) Cluster Analysis
11 30 (11.15%) Stakeholder Management
12 27 (10.04%) Logistic Regression
12 27 (10.04%) Business Development
13 25 (9.29%) Benchmarking
14 21 (7.81%) Factor Analysis
15 20 (7.43%) Customer Segmentation
16 18 (6.69%) Data Analytics
16 18 (6.69%) Data Management
17 17 (6.32%) CHAID
17 17 (6.32%) Operations Research
Programming Languages
1 159 (59.11%) SQL
2 125 (46.47%) R
3 91 (33.83%) Python
4 63 (23.42%) Java
5 44 (16.36%) MATLAB
6 35 (13.01%) C++
7 20 (7.43%) Ruby
8 19 (7.06%) Scala
9 17 (6.32%) Clojure
10 16 (5.95%) C#
10 16 (5.95%) VBA
11 7 (2.60%) T-SQL
11 7 (2.60%) VB
12 6 (2.23%) Perl
13 4 (1.49%) Go
14 3 (1.12%) HiveQL
15 2 (0.74%) SAS Macro
15 2 (0.74%) Shell Script
16 1 (0.37%) Spark SQL
Qualifications
1 100 (37.17%) Degree
2 27 (10.04%) PhD
Quality Assurance & Compliance
1 2 (0.74%) Data Quality
2 1 (0.37%) QA
System Software
1 13 (4.83%) HDFS
Systems Management
1 1 (0.37%) EMC NetWorker
1 1 (0.37%) Puppet
1 1 (0.37%) Opscode Chef
Vendors
1 47 (17.47%) Microsoft
2 31 (11.52%) Tableau
3 28 (10.41%) IBM
4 25 (9.29%) Oracle
5 13 (4.83%) Greenplum
5 13 (4.83%) Hortonworks
5 13 (4.83%) Cloudera
5 13 (4.83%) MapR
6 10 (3.72%) Alteryx
7 8 (2.97%) SAP
8 7 (2.60%) Netezza
8 7 (2.60%) Minitab
9 5 (1.86%) MicroStrategy
10 4 (1.49%) RapidMiner
10 4 (1.49%) Vertica
11 3 (1.12%) Cognos
11 3 (1.12%) Alterian
11 3 (1.12%) Mantas
11 3 (1.12%) Actimize
11 3 (1.12%) Norkom
London
Premier IT
Salary: £45000 - £50000 per annum
Posted: 2 hours ago
Birmingham, West Midlands (County)
Vertical IT
Salary: £38000 - £42000 per annum + excellent benefits
Posted: 4 hours ago
London
Harvey Nash plc
Salary: £90000 - £110000 per annum
Posted: 8 hours ago
City of London
Churchill Frank
Salary: £40000 - £45000 per annum + Benefits
Posted: 16 hours ago
London
Nicoll Curtin
Salary: £30000.00 - £40000.00 per annum
Posted: Yesterday
London
Duke Hudson
Salary: Unspecified
Posted: Yesterday
London
Parallel Consulting
Salary: £37000 - £45000 per annum
Posted: 3 days ago
London
WaterAid
Salary: £32,739 per annum
Posted: 6 days ago
London
KPMG
Salary: Competitive
Posted: 7 days ago
London
Real Staffing
Salary: £60000 - £70000 per annum + competitive
Posted: 13 days ago
London
Real Staffing
Salary: £35000 - £45000 per annum + competitive
Posted: 13 days ago
City of London
Real Staffing
Salary: £40000 - £50000 per annum + competitive
Posted: 14 days ago
Edinburgh
Real Staffing
Salary: competitive
Posted: 14 days ago
Kingston Upon Hull
Hays IT - Uk Posting account
Salary: £30000.00 - £45000.00 per annum
Posted: 14 days ago
London
EY
Salary: Competitive
Posted: 17 days ago
London
EY
Salary: Competitive
Posted: 17 days ago
London
EY
Salary: Competitive
Posted: 17 days ago
London
EY
Salary: Competitive
Posted: 17 days ago