The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 5 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 May 2015
Same period 2014 Same period 2013
Predictive Modeling
Rank 724 807 755
Rank change year-on-year
+83 -52
Permanent jobs citing Predictive Modelling 140 100 107
As % of all permanent IT jobs located in England 0.14% 0.089% 0.10%
As % of the Processes & Methodologies category 0.16% 0.11% 0.13%
Number of salaries quoted 118 76 103
Average salary £57,500 £58,750 £42,500
Average salary % change year-on-year
-2.12% +38.23%
90% offered a salary of more than £28,500 £37,500 £35,000
10% offered a salary of more than £80,000 £85,000 £65,000
UK excluding London average salary £36,500 £47,500 £40,000
% change year-on-year
-23.15% +18.75%
Predictive Modelling
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
85798 91789 83056
As % of all permanent IT jobs located in England 83.25% 82.06% 80.38%
Number of salaries quoted 70149 74708 69088
Average salary £50,000 £47,500 £46,000
Average salary % change year-on-year
+5.26% +3.26%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £71,500 £72,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

Predictive Modelling
Jobs Demand Trend in England

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

Predictive Modelling Jobs Demand Trend in England

Predictive Modelling
Salary Trend in England

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

Predictive Modelling Salary Trend in England

Predictive Modelling
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the England region over the 3 months to 5 May 2015.

Predictive Modelling Salary Histogram in England

Predictive Modelling
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Predictive Modelling within the England region over the 3 months to 5 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
London +40 101 £63,750 +2.00% 15
Yorkshire +21 13 £30,000 -14.28% 1
South East +15 9 £42,500 -15.00% 7
South West -6 7 £51,500 +32.90% 1
North West - 4 £29,000 - 1
East Midlands - 1 £75,000 - 4
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 5 May 2015, IT jobs across the England 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.

1 191 (69.45%) Analytics
2 185 (67.27%) SQL
3 151 (54.91%) Analytical Skills
4 124 (45.09%) SAS
5 114 (41.45%) Data Mining
6 112 (40.73%) R
7 108 (39.27%) Statistics
8 103 (37.45%) Finance
9 95 (34.55%) Marketing
10 90 (32.73%) Degree
11 87 (31.64%) Visualisation
12 84 (30.55%) Python
13 83 (30.18%) Data Modelling
13 83 (30.18%) Big Data
14 81 (29.45%) SPSS
14 81 (29.45%) Mathematics
15 76 (27.64%) Hadoop
15 76 (27.64%) Data Analysis
16 70 (25.45%) Business Intelligence
17 60 (21.82%) Java
18 59 (21.45%) Statistical Analysis
19 51 (18.55%) SQL Server
20 50 (18.18%) MATLAB
20 50 (18.18%) Algorithms
21 44 (16.00%) Computer Science
22 43 (15.64%) Neural Network
22 43 (15.64%) Retail
23 42 (15.27%) Predictive Analytics
24 41 (14.91%) Apache Hive
25 40 (14.55%) SQL Server Reporting Services

Predictive Modelling
Top Related IT Skills in England by Category

For the 6 months to 5 May 2015, IT jobs across the England 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
1 124 (45.09%) SAS
2 35 (12.73%) Apache Pig
3 29 (10.55%) Apache Spark
4 14 (5.09%) SharePoint
5 12 (4.36%) IIS
6 2 (0.73%) Apache
6 2 (0.73%) Lync
Applications
1 81 (29.45%) SPSS
2 29 (10.55%) MS Excel
3 10 (3.64%) PowerPivot
3 10 (3.64%) MS Office
4 7 (2.55%) CPLEX
5 6 (2.18%) MS PowerPoint
5 6 (2.18%) Gephi
5 6 (2.18%) Stata
6 2 (0.73%) FastStats
7 1 (0.36%) MS Visio
Business Applications
1 4 (1.45%) SAP InfiniteInsight
2 3 (1.09%) Unica
3 1 (0.36%) SAP CRM
3 1 (0.36%) SAP Oil and Gas
Cloud Services
1 9 (3.27%) Amazon AWS
2 4 (1.45%) Google Analytics
3 3 (1.09%) Amazon EC2
3 3 (1.09%) Amazon EMR
4 2 (0.73%) SmartFocus
4 2 (0.73%) Adobe Analytics
5 1 (0.36%) Route 53
5 1 (0.36%) Amazon ELB
5 1 (0.36%) AWS Elastic Beanstalk
5 1 (0.36%) Amazon S3
Communications & Networking
1 6 (2.18%) Broadband
Database & Business Intelligence
1 114 (41.45%) Data Mining
2 83 (30.18%) Big Data
3 76 (27.64%) Hadoop
4 51 (18.55%) SQL Server
5 41 (14.91%) Apache Hive
6 40 (14.55%) SQL Server Reporting Services
7 29 (10.55%) NoSQL
7 29 (10.55%) Relational Database
8 28 (10.18%) HBase
9 27 (9.82%) SAS Enterprise Miner
9 27 (9.82%) QlikView
10 24 (8.73%) SQL Server Integration Services
11 20 (7.27%) Data Warehouse
11 20 (7.27%) MongoDB
12 18 (6.55%) Text Mining
13 16 (5.82%) Base SAS
13 16 (5.82%) CouchDB
13 16 (5.82%) IBM InfoSphere
14 13 (4.73%) SAS Enterprise Guide
15 10 (3.64%) SAS Data Integration Studio
Development Applications
1 1 (0.36%) Toad
1 1 (0.36%) Talend Open Studio
1 1 (0.36%) Jenkins
General
1 103 (37.45%) Finance
2 95 (34.55%) Marketing
3 43 (15.64%) Retail
4 26 (9.45%) Banking
5 17 (6.18%) Telecoms
6 8 (2.91%) Games
7 5 (1.82%) Manufacturing
7 5 (1.82%) Financial Institution
8 3 (1.09%) Electronics
9 2 (0.73%) Aerospace
9 2 (0.73%) Automotive
9 2 (0.73%) Publishing
9 2 (0.73%) Japanese Language
10 1 (0.36%) Billing
10 1 (0.36%) Advertising
Job Titles
1 99 (36.00%) Data Scientist
2 94 (34.18%) Analyst
3 42 (15.27%) Developer
4 32 (11.64%) Data Analyst
5 24 (8.73%) Business Intelligence Developer
6 19 (6.91%) Senior Developer
6 19 (6.91%) Senior Business Intelligence Developer
7 17 (6.18%) MI Analyst
8 16 (5.82%) Business Developer
8 16 (5.82%) Graduate
9 12 (4.36%) Insight Analyst
10 10 (3.64%) Consultant
10 10 (3.64%) Analyst Developer
10 10 (3.64%) Senior Analyst
10 10 (3.64%) Information Analyst
11 9 (3.27%) Graduate Developer
11 9 (3.27%) Senior Manager
12 8 (2.91%) Database Developer
13 6 (2.18%) SQL Developer
13 6 (2.18%) SAS Analyst
Libraries, Frameworks & Software Standards
1 18 (6.55%) .NET
1 18 (6.55%) ASP.NET
2 12 (4.36%) Ajax
2 12 (4.36%) jQuery
3 11 (4.00%) JSON
3 11 (4.00%) Razor View Engine
4 10 (3.64%) ASP.NET MVC
5 8 (2.91%) RHadoop
5 8 (2.91%) MLlib
6 6 (2.18%) scikit-learn
7 4 (1.45%) Web Services
8 3 (1.09%) D3.js
9 2 (0.73%) Natural Language Processing
9 2 (0.73%) MDX
10 1 (0.36%) RESTful
10 1 (0.36%) BREW
10 1 (0.36%) COM
Miscellaneous
1 151 (54.91%) Analytical Skills
2 108 (39.27%) Statistics
3 87 (31.64%) Visualisation
4 81 (29.45%) Mathematics
5 50 (18.18%) Algorithms
6 44 (16.00%) Computer Science
7 43 (15.64%) Neural Network
8 25 (9.09%) Social Network
9 24 (8.73%) Management Information System
10 19 (6.91%) Economics
11 17 (6.18%) Artificial Intelligence
12 16 (5.82%) Applied Mathematics
13 14 (5.09%) Digital Media
14 13 (4.73%) Social Media
15 12 (4.36%) Performance Metrics
16 11 (4.00%) Physics
17 5 (1.82%) Chemistry
17 5 (1.82%) Psychology
17 5 (1.82%) Informatics
17 5 (1.82%) Open Source
Operating Systems
1 6 (2.18%) Linux
2 3 (1.09%) UNIX
3 1 (0.36%) Windows
Processes & Methodologies
1 191 (69.45%) Analytics
2 83 (30.18%) Data Modelling
3 76 (27.64%) Data Analysis
4 70 (25.45%) Business Intelligence
5 59 (21.45%) Statistical Analysis
6 42 (15.27%) Predictive Analytics
7 35 (12.73%) Statistical Modelling
8 30 (10.91%) Data Analytics
9 28 (10.18%) Machine Learning
10 27 (9.82%) CRM
10 27 (9.82%) Data Management
10 27 (9.82%) Customer Segmentation
11 24 (8.73%) Data Cleansing
11 24 (8.73%) Reverse Engineering
11 24 (8.73%) Cluster Analysis
12 22 (8.00%) MapReduce
13 21 (7.64%) Logistic Regression
13 21 (7.64%) Factor Analysis
14 18 (6.55%) MVC
15 17 (6.18%) Business Analysis
Programming Languages
1 185 (67.27%) SQL
2 112 (40.73%) R
3 84 (30.55%) Python
4 60 (21.82%) Java
5 50 (18.18%) MATLAB
6 40 (14.55%) C++
7 26 (9.45%) T-SQL
8 23 (8.36%) C#
9 17 (6.18%) Ruby
10 15 (5.45%) VBA
10 15 (5.45%) Clojure
11 8 (2.91%) VB
12 6 (2.18%) HiveQL
13 5 (1.82%) Scala
14 3 (1.09%) Go
14 3 (1.09%) C
15 2 (0.73%) Data Mining Extensions (DMX)
16 1 (0.36%) SAS Macro
Qualifications
1 90 (32.73%) Degree
2 28 (10.18%) PhD
3 5 (1.82%) HNC
3 5 (1.82%) HND
4 1 (0.36%) ISEB
4 1 (0.36%) MBA
4 1 (0.36%) ISTQB
Quality Assurance & Compliance
1 1 (0.36%) QA
1 1 (0.36%) Data Quality
System Software
1 16 (5.82%) HDFS
Systems Management
1 1 (0.36%) Puppet
1 1 (0.36%) Opscode Chef
Vendors
1 37 (13.45%) Oracle
2 31 (11.27%) IBM
3 28 (10.18%) Microsoft
3 28 (10.18%) Business Objects
4 24 (8.73%) Tableau
5 16 (5.82%) Greenplum
5 16 (5.82%) Hortonworks
5 16 (5.82%) Cloudera
5 16 (5.82%) MapR
6 13 (4.73%) Teradata
6 13 (4.73%) Omniture
7 8 (2.91%) SAP
8 7 (2.55%) Adobe
8 7 (2.55%) Minitab
9 6 (2.18%) Alteryx
10 5 (1.82%) Netezza
10 5 (1.82%) MicroStrategy
11 4 (1.45%) Google
11 4 (1.45%) Vertica
12 2 (0.73%) Maxymiser
Hampshire
Sentinel IT LLP
Salary: Benefits
Posted: 7 hours ago
West Midlands
Parallel Consulting
Salary: £34000 - £38000 per annum + Bonus
Posted: 21 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £75000 per annum, Benefits Bonus
Posted: Yesterday
City, London
Harrington Starr
Salary: £80000 - £130000 per annum + Benefits + Bonus
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £75000 per annum
Posted: 4 days ago
City of London
Real Staffing
Salary: £40000 - £50000 per annum + competitive
Posted: 4 days ago
Warrington, Cheshire
Adria Solutions Ltd
Salary: £18000 - £26000 per annum + Benefits
Posted: 4 days ago
London
JM
Salary: £60000 - £70000 per annum
Posted: 5 days ago
London
EY
Salary: Competitive
Posted: 5 days ago
London
EY
Salary: Competitive
Posted: 5 days ago
Swindon, Wiltshire
Churchill Frank
Posted: 5 days ago
London
ISL
Salary: £50000 - £65000 per annum
Posted: 5 days ago
Crawley
Churchill Frank
Posted: 8 days ago
Reading
Churchill Frank
Posted: 8 days ago
East London
KPMG
Salary: From £80,000 to £100,000 per annum
Posted: 12 days ago
East Midlands
Real Staffing
Salary: £35000 - £40000 per annum + bonus + benefits
Posted: 14 days ago
West London
Churchill Frank
Posted: 15 days ago
Central London / West End
House of Fraser
Salary: From £34,000 to £38,000 per annum
Posted: 15 days ago
Northamptonshire
Real Staffing
Salary: £35000 - £40000 per annum + benefits + bonus
Posted: 17 days ago