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 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 714 781 758
Rank change year-on-year
+67 -23
Permanent jobs citing Predictive Modelling 140 108 98
As % of all permanent IT jobs located in England 0.14% 0.098% 0.096%
As % of the Processes & Methodologies category 0.17% 0.12% 0.12%
Number of salaries quoted 121 82 92
Average salary £55,000 £56,250 £42,500
Average salary % change year-on-year
-2.22% +32.35%
90% offered a salary of more than £28,500 £37,500 £35,000
10% offered a salary of more than £75,000 £80,000 £59,750
UK excluding London average salary £36,500 £43,750 £40,000
% change year-on-year
-16.57% +9.37%
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
83174 89930 81696
As % of all permanent IT jobs located in England 83.46% 82.01% 80.22%
Number of salaries quoted 68342 73659 67938
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 £72,000 £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 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 22 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 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
London +53 99 £62,500 +4.16% 9
Yorkshire +17 13 £32,500 -7.14%
South East +8 13 £42,500 -15.00% 3
South West -7 7 £51,500 +32.90% 1
North West - 3 £22,500 - 1
East of England - 1 - -
East Midlands - 1 £75,000 - 1
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 22 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.

1 180 (68.97%) Analytics
2 169 (64.75%) SQL
3 138 (52.87%) Analytical Skills
4 117 (44.83%) R
5 112 (42.91%) Statistics
6 110 (42.15%) SAS
7 109 (41.76%) Data Mining
8 92 (35.25%) Finance
9 90 (34.48%) Degree
10 89 (34.10%) Marketing
11 86 (32.95%) Python
11 86 (32.95%) Big Data
12 83 (31.80%) Mathematics
13 80 (30.65%) Hadoop
14 79 (30.27%) Data Modelling
15 78 (29.89%) SPSS
16 76 (29.12%) Visualisation
17 65 (24.90%) Business Intelligence
17 65 (24.90%) Data Analysis
18 61 (23.37%) Java
19 56 (21.46%) Statistical Analysis
20 49 (18.77%) Predictive Analytics
21 47 (18.01%) Computer Science
21 47 (18.01%) SQL Server
21 47 (18.01%) Algorithms
22 46 (17.62%) Apache Hive
23 43 (16.48%) MATLAB
23 43 (16.48%) Neural Network
24 39 (14.94%) Retail
25 38 (14.56%) C++

Predictive Modelling
Top Related IT Skills in England by Category

For the 6 months to 22 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
1 110 (42.15%) SAS
2 36 (13.79%) Apache Spark
3 33 (12.64%) Apache Pig
4 14 (5.36%) SharePoint
5 12 (4.60%) IIS
6 4 (1.53%) Apache
7 2 (0.77%) Lync
8 1 (0.38%) Elasticsearch
Applications
1 78 (29.89%) SPSS
2 27 (10.34%) MS Excel
3 10 (3.83%) PowerPivot
4 9 (3.45%) MS Office
5 7 (2.68%) MS PowerPoint
6 5 (1.92%) CPLEX
6 5 (1.92%) Stata
6 5 (1.92%) Gephi
7 2 (0.77%) FastStats
8 1 (0.38%) Weka
8 1 (0.38%) MS Visio
Business Applications
1 3 (1.15%) SAP InfiniteInsight
1 3 (1.15%) Unica
2 1 (0.38%) SAP Oil and Gas
2 1 (0.38%) SAP CRM
Cloud Services
1 9 (3.45%) Amazon AWS
2 5 (1.92%) Google Analytics
3 4 (1.53%) Amazon EC2
4 3 (1.15%) Adobe Analytics
4 3 (1.15%) Amazon EMR
5 2 (0.77%) AWS Elastic Beanstalk
5 2 (0.77%) Amazon ELB
5 2 (0.77%) SmartFocus
5 2 (0.77%) Amazon S3
6 1 (0.38%) Route 53
Communications & Networking
1 4 (1.53%) Broadband
2 1 (0.38%) Internet
Database & Business Intelligence
1 109 (41.76%) Data Mining
2 86 (32.95%) Big Data
3 80 (30.65%) Hadoop
4 47 (18.01%) SQL Server
5 46 (17.62%) Apache Hive
6 34 (13.03%) SQL Server Reporting Services
7 33 (12.64%) NoSQL
8 29 (11.11%) HBase
9 24 (9.20%) QlikView
10 23 (8.81%) Relational Database
11 21 (8.05%) MongoDB
12 19 (7.28%) Text Mining
12 19 (7.28%) SAS Enterprise Miner
12 19 (7.28%) SQL Server Integration Services
13 17 (6.51%) CouchDB
13 17 (6.51%) IBM InfoSphere
14 15 (5.75%) Base SAS
14 15 (5.75%) Data Warehouse
15 12 (4.60%) SAS Enterprise Guide
16 10 (3.83%) SAS Data Integration Studio
Development Applications
1 1 (0.38%) Toad
1 1 (0.38%) Jenkins
General
1 92 (35.25%) Finance
2 89 (34.10%) Marketing
3 39 (14.94%) Retail
4 21 (8.05%) Banking
5 15 (5.75%) Telecoms
6 8 (3.07%) Games
7 5 (1.92%) Manufacturing
8 4 (1.53%) Advertising
8 4 (1.53%) Electronics
9 3 (1.15%) Financial Institution
10 2 (0.77%) Publishing
10 2 (0.77%) Aerospace
10 2 (0.77%) Automotive
10 2 (0.77%) Japanese Language
11 1 (0.38%) Billing
Job Titles
1 103 (39.46%) Data Scientist
2 82 (31.42%) Analyst
3 36 (13.79%) Developer
4 29 (11.11%) Data Analyst
5 19 (7.28%) Business Intelligence Developer
6 17 (6.51%) Graduate
7 16 (6.13%) MI Analyst
8 15 (5.75%) Senior Developer
8 15 (5.75%) Senior Business Intelligence Developer
9 12 (4.60%) Business Developer
10 10 (3.83%) Information Analyst
10 10 (3.83%) Senior Analyst
11 9 (3.45%) Senior Manager
11 9 (3.45%) Graduate Developer
11 9 (3.45%) Analyst Developer
12 8 (3.07%) Database Developer
12 8 (3.07%) Consultant
13 7 (2.68%) Programme Manager
14 6 (2.30%) SQL Developer
14 6 (2.30%) SAS Analyst
Libraries, Frameworks & Software Standards
1 17 (6.51%) ASP.NET
1 17 (6.51%) .NET
2 12 (4.60%) jQuery
2 12 (4.60%) Ajax
3 11 (4.21%) JSON
3 11 (4.21%) Razor View Engine
4 10 (3.83%) ASP.NET MVC
5 8 (3.07%) MLlib
5 8 (3.07%) RHadoop
6 6 (2.30%) scikit-learn
7 5 (1.92%) Web Services
8 3 (1.15%) Natural Language Processing
8 3 (1.15%) D3.js
9 2 (0.77%) Pandas
10 1 (0.38%) RESTful
10 1 (0.38%) SciPy
10 1 (0.38%) MDX
10 1 (0.38%) BREW
10 1 (0.38%) COM
Miscellaneous
1 138 (52.87%) Analytical Skills
2 112 (42.91%) Statistics
3 83 (31.80%) Mathematics
4 76 (29.12%) Visualisation
5 47 (18.01%) Computer Science
5 47 (18.01%) Algorithms
6 43 (16.48%) Neural Network
7 29 (11.11%) Social Network
8 24 (9.20%) Management Information System
9 21 (8.05%) Economics
10 15 (5.75%) Applied Mathematics
10 15 (5.75%) Artificial Intelligence
11 13 (4.98%) Social Media
11 13 (4.98%) Performance Metrics
12 12 (4.60%) Digital Media
13 9 (3.45%) Physics
14 5 (1.92%) Open Source
15 3 (1.15%) Informatics
15 3 (1.15%) Chemistry
15 3 (1.15%) Psychology
Operating Systems
1 7 (2.68%) Linux
2 4 (1.53%) UNIX
3 1 (0.38%) Windows
Processes & Methodologies
1 180 (68.97%) Analytics
2 79 (30.27%) Data Modelling
3 65 (24.90%) Business Intelligence
3 65 (24.90%) Data Analysis
4 56 (21.46%) Statistical Analysis
5 49 (18.77%) Predictive Analytics
6 38 (14.56%) Statistical Modelling
7 28 (10.73%) Machine Learning
8 27 (10.34%) Data Analytics
8 27 (10.34%) Customer Segmentation
9 24 (9.20%) Logistic Regression
9 24 (9.20%) Cluster Analysis
9 24 (9.20%) Data Management
10 22 (8.43%) MapReduce
11 20 (7.66%) Factor Analysis
12 19 (7.28%) CRM
12 19 (7.28%) Reverse Engineering
12 19 (7.28%) Data Cleansing
13 17 (6.51%) Business Analysis
13 17 (6.51%) MVC
Programming Languages
1 169 (64.75%) SQL
2 117 (44.83%) R
3 86 (32.95%) Python
4 61 (23.37%) Java
5 43 (16.48%) MATLAB
6 38 (14.56%) C++
7 25 (9.58%) T-SQL
8 24 (9.20%) C#
9 18 (6.90%) Ruby
10 16 (6.13%) VBA
11 14 (5.36%) Clojure
12 9 (3.45%) Scala
13 8 (3.07%) VB
14 5 (1.92%) HiveQL
15 4 (1.53%) Go
16 2 (0.77%) Data Mining Extensions (DMX)
16 2 (0.77%) Perl
17 1 (0.38%) SAS Macro
17 1 (0.38%) Shell Script
17 1 (0.38%) Spark SQL
Qualifications
1 90 (34.48%) Degree
2 23 (8.81%) PhD
3 5 (1.92%) HNC
3 5 (1.92%) HND
4 1 (0.38%) ISTQB
4 1 (0.38%) ISEB
4 1 (0.38%) MBA
Quality Assurance & Compliance
1 2 (0.77%) Data Quality
2 1 (0.38%) QA
System Software
1 17 (6.51%) HDFS
Systems Management
1 1 (0.38%) Puppet
1 1 (0.38%) Opscode Chef
Vendors
1 36 (13.79%) Oracle
2 35 (13.41%) IBM
3 28 (10.73%) Microsoft
4 25 (9.58%) Tableau
5 22 (8.43%) Business Objects
6 17 (6.51%) Greenplum
6 17 (6.51%) Hortonworks
6 17 (6.51%) Cloudera
6 17 (6.51%) MapR
7 9 (3.45%) Alteryx
8 8 (3.07%) SAP
9 7 (2.68%) Omniture
9 7 (2.68%) Minitab
9 7 (2.68%) Teradata
10 6 (2.30%) Netezza
11 5 (1.92%) Google
12 4 (1.53%) Vertica
12 4 (1.53%) MicroStrategy
12 4 (1.53%) RapidMiner
13 3 (1.15%) Mantas
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