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 22 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 May 2015
Same period 2014 Same period 2013
Predictive Modeling
Rank 738 797 788
Rank change year-on-year
+59 -9
Permanent jobs citing Predictive Modelling 145 110 99
As % of all permanent IT jobs located in the UK 0.14% 0.094% 0.091%
As % of the Processes & Methodologies category 0.16% 0.11% 0.11%
Number of salaries quoted 126 83 93
Average salary £51,250 £55,000 £42,500
Average salary % change year-on-year
-6.81% +29.41%
90% offered a salary of more than £28,000 £37,500 £35,000
10% offered a salary of more than £75,000 £80,000 £59,250
UK excluding London average salary £36,500 £43,750 £40,000
% change year-on-year
-16.57% +9.37%

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
89248 96221 87010
As % of all permanent IT jobs located in the UK 83.53% 81.95% 79.97%
Number of salaries quoted 72491 78159 71532
Average salary £50,000 £47,500 £45,000
Average salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,000 £31,500 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,485 £42,500 £40,000
% change year-on-year
+4.66% +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 22 May 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 22 May 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 +67 140 £55,000 -2.22% 14
London +53 99 £62,500 +4.16% 9
Yorkshire +17 13 £32,500 -7.14%
South East +8 13 £42,500 -15.00% 2
West Yorkshire +28 10 £30,500 +1.66%
Leeds +21 10 £30,500 +1.66%
South West -7 7 £51,500 +32.90% 1
Scotland +24 5 £31,500 -37.00%
Hampshire 0 5 £36,500 -
Buckinghamshire - 5 £42,500 -
City of London +17 4 £57,500 -11.53% 3
Milton Keynes - 4 £42,500 -
Surrey +20 3 £42,500 -15.00%
Somerset +16 3 £55,000 +10.00%
Bristol -3 3 £47,500 +26.66%
Dunfermline - 3 £31,500 -
Addlestone - 3 £42,500 -
Sheffield - 3 £45,000 -
South Yorkshire - 3 £45,000 -
Fife - 3 £31,500 -
North West - 3 £22,500 - 1
Bath +19 2 £56,250 +12.50%
Cheshire - 2 £20,500 - 1
Warrington - 2 £20,500 - 1
Glasgow +5 1 £34,780 -
Swindon - 1 £37,500 - 1
Norwich - 1 - -
Edinburgh - 1 £26,923 -
Liverpool - 1 £35,500 -
Marlow - 1 - -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 22 May 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.

1 183 (67.28%) Analytics
2 172 (63.24%) SQL
3 146 (53.68%) Analytical Skills
4 124 (45.59%) R
5 122 (44.85%) Statistics
6 119 (43.75%) SAS
7 116 (42.65%) Data Mining
8 98 (36.03%) Degree
9 96 (35.29%) Finance
10 92 (33.82%) Python
11 91 (33.46%) Mathematics
12 90 (33.09%) Marketing
13 86 (31.62%) Big Data
14 84 (30.88%) SPSS
15 82 (30.15%) Data Modelling
16 80 (29.41%) Hadoop
17 76 (27.94%) Visualisation
18 72 (26.47%) Business Intelligence
19 70 (25.74%) Data Analysis
20 66 (24.26%) Java
21 57 (20.96%) Statistical Analysis
22 52 (19.12%) Algorithms
23 51 (18.75%) Computer Science
24 50 (18.38%) Predictive Analytics
25 48 (17.65%) MATLAB
26 47 (17.28%) SQL Server
26 47 (17.28%) Neural Network
27 46 (16.91%) Apache Hive
28 40 (14.71%) Retail
29 39 (14.34%) C++

Predictive Modelling
Top Related IT Skills by Category

For the 6 months to 22 May 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
1 119 (43.75%) SAS
2 36 (13.24%) Apache Spark
3 33 (12.13%) Apache Pig
4 14 (5.15%) SharePoint
5 12 (4.41%) IIS
6 4 (1.47%) Apache
7 2 (0.74%) Lync
8 1 (0.37%) Elasticsearch
Applications
1 84 (30.88%) SPSS
2 29 (10.66%) MS Excel
3 11 (4.04%) MS Office
4 10 (3.68%) PowerPivot
5 9 (3.31%) MS PowerPoint
6 5 (1.84%) CPLEX
6 5 (1.84%) Stata
6 5 (1.84%) Gephi
7 2 (0.74%) FastStats
8 1 (0.37%) Weka
8 1 (0.37%) MS Visio
8 1 (0.37%) EViews
Business Applications
1 3 (1.10%) Unica
1 3 (1.10%) SAP InfiniteInsight
2 1 (0.37%) SAP Oil and Gas
2 1 (0.37%) SAP CRM
Cloud Services
1 9 (3.31%) Amazon AWS
2 5 (1.84%) Google Analytics
3 4 (1.47%) Amazon EC2
4 3 (1.10%) Adobe Analytics
4 3 (1.10%) Amazon EMR
5 2 (0.74%) AWS Elastic Beanstalk
5 2 (0.74%) Amazon ELB
5 2 (0.74%) SmartFocus
5 2 (0.74%) Amazon S3
6 1 (0.37%) Route 53
Communications & Networking
1 4 (1.47%) Broadband
2 1 (0.37%) Internet
Database & Business Intelligence
1 116 (42.65%) Data Mining
2 86 (31.62%) Big Data
3 80 (29.41%) Hadoop
4 47 (17.28%) SQL Server
5 46 (16.91%) Apache Hive
6 34 (12.50%) SQL Server Reporting Services
7 33 (12.13%) NoSQL
8 29 (10.66%) HBase
9 24 (8.82%) QlikView
10 23 (8.46%) Relational Database
11 21 (7.72%) MongoDB
12 19 (6.99%) SAS Enterprise Miner
12 19 (6.99%) SQL Server Integration Services
12 19 (6.99%) Text Mining
13 17 (6.25%) CouchDB
13 17 (6.25%) IBM InfoSphere
14 15 (5.51%) Base SAS
14 15 (5.51%) Data Warehouse
15 12 (4.41%) SAS Enterprise Guide
16 10 (3.68%) SAS Data Integration Studio
Development Applications
1 1 (0.37%) Toad
1 1 (0.37%) Jenkins
General
1 96 (35.29%) Finance
2 90 (33.09%) Marketing
3 40 (14.71%) Retail
4 21 (7.72%) Banking
5 15 (5.51%) Telecoms
6 8 (2.94%) Games
7 5 (1.84%) Manufacturing
8 4 (1.47%) Advertising
8 4 (1.47%) Electronics
9 3 (1.10%) Financial Institution
10 2 (0.74%) Publishing
10 2 (0.74%) Aerospace
10 2 (0.74%) Automotive
10 2 (0.74%) Japanese Language
11 1 (0.37%) Billing
Job Titles
1 107 (39.34%) Data Scientist
2 88 (32.35%) Analyst
3 36 (13.24%) Developer
4 31 (11.40%) Data Analyst
5 19 (6.99%) Business Intelligence Developer
6 17 (6.25%) Graduate
7 16 (5.88%) MI Analyst
8 15 (5.51%) Senior Developer
8 15 (5.51%) Senior Business Intelligence Developer
9 12 (4.41%) Business Developer
10 11 (4.04%) Senior Analyst
11 10 (3.68%) Information Analyst
12 9 (3.31%) Analyst Developer
12 9 (3.31%) Senior Manager
12 9 (3.31%) Graduate Developer
13 8 (2.94%) Database Developer
13 8 (2.94%) Consultant
14 7 (2.57%) SAS Data Analyst
14 7 (2.57%) Insight Analyst
14 7 (2.57%) Programme Manager
Libraries, Frameworks & Software Standards
1 17 (6.25%) ASP.NET
1 17 (6.25%) .NET
2 12 (4.41%) jQuery
2 12 (4.41%) Ajax
3 11 (4.04%) JSON
3 11 (4.04%) Razor View Engine
4 10 (3.68%) ASP.NET MVC
5 8 (2.94%) RHadoop
5 8 (2.94%) MLlib
6 6 (2.21%) scikit-learn
7 5 (1.84%) Web Services
8 3 (1.10%) Natural Language Processing
8 3 (1.10%) D3.js
9 2 (0.74%) Pandas
10 1 (0.37%) BREW
10 1 (0.37%) MDX
10 1 (0.37%) RESTful
10 1 (0.37%) SciPy
10 1 (0.37%) COM
Miscellaneous
1 146 (53.68%) Analytical Skills
2 122 (44.85%) Statistics
3 91 (33.46%) Mathematics
4 76 (27.94%) Visualisation
5 52 (19.12%) Algorithms
6 51 (18.75%) Computer Science
7 47 (17.28%) Neural Network
8 29 (10.66%) Social Network
9 24 (8.82%) Management Information System
10 23 (8.46%) Economics
11 15 (5.51%) Artificial Intelligence
11 15 (5.51%) Applied Mathematics
12 13 (4.78%) Social Media
12 13 (4.78%) Performance Metrics
13 12 (4.41%) Digital Media
14 10 (3.68%) Physics
15 6 (2.21%) Open Source
16 3 (1.10%) Chemistry
16 3 (1.10%) Psychology
16 3 (1.10%) Informatics
Operating Systems
1 7 (2.57%) Linux
2 5 (1.84%) UNIX
3 1 (0.37%) Windows
Processes & Methodologies
1 183 (67.28%) Analytics
2 82 (30.15%) Data Modelling
3 72 (26.47%) Business Intelligence
4 70 (25.74%) Data Analysis
5 57 (20.96%) Statistical Analysis
6 50 (18.38%) Predictive Analytics
7 39 (14.34%) Statistical Modelling
8 29 (10.66%) Customer Segmentation
9 28 (10.29%) Machine Learning
9 28 (10.29%) Cluster Analysis
10 27 (9.93%) Data Analytics
11 25 (9.19%) Data Management
12 24 (8.82%) Logistic Regression
13 22 (8.09%) MapReduce
14 21 (7.72%) CRM
14 21 (7.72%) Operations Research
15 20 (7.35%) Factor Analysis
16 19 (6.99%) Reverse Engineering
16 19 (6.99%) Data Cleansing
17 17 (6.25%) Business Analysis
Programming Languages
1 172 (63.24%) SQL
2 124 (45.59%) R
3 92 (33.82%) Python
4 66 (24.26%) Java
5 48 (17.65%) MATLAB
6 39 (14.34%) C++
7 25 (9.19%) T-SQL
8 24 (8.82%) C#
9 21 (7.72%) VBA
10 18 (6.62%) Ruby
11 14 (5.15%) Clojure
12 9 (3.31%) Scala
13 8 (2.94%) VB
14 5 (1.84%) HiveQL
15 4 (1.47%) Go
16 2 (0.74%) Data Mining Extensions (DMX)
16 2 (0.74%) Perl
17 1 (0.37%) SAS Macro
17 1 (0.37%) Shell Script
17 1 (0.37%) C
Qualifications
1 98 (36.03%) Degree
2 27 (9.93%) PhD
3 5 (1.84%) HNC
3 5 (1.84%) HND
4 1 (0.37%) ISTQB
4 1 (0.37%) MBA
4 1 (0.37%) ISEB
4 1 (0.37%) Postgraduate
Quality Assurance & Compliance
1 2 (0.74%) Data Quality
2 1 (0.37%) QA
2 1 (0.37%) Basel II
System Software
1 17 (6.25%) HDFS
Systems Management
1 1 (0.37%) Puppet
1 1 (0.37%) Opscode Chef
Vendors
1 36 (13.24%) Oracle
2 35 (12.87%) IBM
3 30 (11.03%) Microsoft
4 26 (9.56%) Tableau
5 22 (8.09%) Business Objects
6 17 (6.25%) Greenplum
6 17 (6.25%) Hortonworks
6 17 (6.25%) Cloudera
6 17 (6.25%) MapR
7 9 (3.31%) Alteryx
8 8 (2.94%) SAP
9 7 (2.57%) Omniture
9 7 (2.57%) Minitab
9 7 (2.57%) Teradata
10 6 (2.21%) Netezza
11 5 (1.84%) Google
11 5 (1.84%) MicroStrategy
12 4 (1.47%) Vertica
12 4 (1.47%) RapidMiner
13 3 (1.10%) Mantas
London
Salt
Salary: £50000 - £65000 per annum + Excellent Benefits
Posted: 4 days ago
London
MA Associates Worldwide
Salary: From £45,000 to £60,000 per annum
Posted: 5 days ago
London
Experis Ltd
Salary: £130000 - £150000 per annum + Depending on experience
Posted: 5 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £65000 per annum
Posted: 6 days ago
Leicestershire
Churchill Frank
Salary: £30000 - £38000 per annum + Benefits
Posted: 17 days ago
London
Churchill Frank
Posted: 18 days ago
City of London
Real Staffing
Salary: £40000 - £50000 per annum + competitive
Posted: 23 days ago
Warrington
Adria Solutions Ltd
Salary: £18000 - £26000 per annum + Benefits
Posted: 23 days ago
London
EY
Salary: Competitive
Posted: 24 days ago
London
EY
Salary: Competitive
Posted: 24 days ago
Swindon
Churchill Frank
Posted: 25 days ago
Crawley
Churchill Frank
Posted: 27 days ago
Reading
Churchill Frank
Posted: 27 days ago