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

Location
3 months to
2 Jul 2015
Same period 2014 Same period 2013
Predictive Modeling
Rank 748 771 781
Rank change year-on-year
+23 +10
Permanent jobs citing Predictive Modelling 118 145 79
As % of all permanent IT jobs located in England 0.12% 0.13% 0.077%
As % of the Processes & Methodologies category 0.14% 0.16% 0.095%
Number of salaries quoted 90 110 68
Average salary £58,750 £62,500 £42,500
Average salary % change year-on-year
-6.00% +47.05%
90% offered a salary of more than £34,500 £42,250 £26,400
10% offered a salary of more than £75,000 £80,000 £50,000
UK excluding London average salary £40,000 £52,500 £40,000
% change year-on-year
-23.80% +31.25%
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
85971 92682 82919
As % of all permanent IT jobs located in England 84.44% 82.72% 80.95%
Number of salaries quoted 71068 75748 69069
Average salary £50,000 £50,000 £47,000
Average salary % change year-on-year
- +6.38%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £75,000 £72,500 £74,100
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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 2 July 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 2 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
London -28 76 £60,000 -4.00% 10
North West +15 18 - - 3
South East +17 11 £36,500 -33.63% 1
Yorkshire +8 3 £45,000 +28.57%
South West -18 3 £37,500 -34.21%
East Midlands - 3 £55,000 -
East of England - 2 - -
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 2 July 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.

1 196 (75.10%) Analytics
2 167 (63.98%) SQL
3 144 (55.17%) Analytical Skills
4 121 (46.36%) Data Mining
5 119 (45.59%) SAS
6 117 (44.83%) R
7 108 (41.38%) Statistics
8 104 (39.85%) Marketing
9 99 (37.93%) Finance
10 91 (34.87%) Degree
11 90 (34.48%) Python
12 82 (31.42%) Mathematics
12 82 (31.42%) Big Data
13 77 (29.50%) Visualisation
14 75 (28.74%) SPSS
15 72 (27.59%) Hadoop
16 67 (25.67%) Java
17 66 (25.29%) Business Intelligence
18 62 (23.75%) Data Modelling
19 61 (23.37%) Statistical Analysis
20 58 (22.22%) Computer Science
21 52 (19.92%) Predictive Analytics
22 51 (19.54%) Algorithms
23 49 (18.77%) Apache Hive
24 48 (18.39%) Neural Network
25 47 (18.01%) Data Analysis
26 43 (16.48%) MATLAB
27 42 (16.09%) C++
28 39 (14.94%) Retail
29 38 (14.56%) Apache Spark

Predictive Modelling
Top Related IT Skills in England by Category

For the 6 months to 2 July 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
1 119 (45.59%) SAS
2 38 (14.56%) Apache Spark
3 33 (12.64%) Apache Pig
4 5 (1.92%) Apache
4 5 (1.92%) SharePoint
5 4 (1.53%) IIS
6 2 (0.77%) Lync
6 2 (0.77%) Elasticsearch
6 2 (0.77%) IPython
Applications
1 75 (28.74%) SPSS
2 30 (11.49%) MS Excel
3 21 (8.05%) MS Office
4 13 (4.98%) MS PowerPoint
4 13 (4.98%) Spreadsheet
5 7 (2.68%) CPLEX
6 6 (2.30%) PowerPivot
7 3 (1.15%) Gephi
7 3 (1.15%) Stata
8 2 (0.77%) FastStats
9 1 (0.38%) Weka
9 1 (0.38%) MS Visio
Business Applications
1 4 (1.53%) SAP InfiniteInsight
1 4 (1.53%) Unica
2 1 (0.38%) SAP CRM
2 1 (0.38%) SAP Oil and Gas
Cloud Services
1 7 (2.68%) Amazon AWS
2 4 (1.53%) Amazon EC2
3 3 (1.15%) Adobe Analytics
3 3 (1.15%) Amazon EMR
4 2 (0.77%) Amazon ELB
4 2 (0.77%) AWS Elastic Beanstalk
4 2 (0.77%) Amazon S3
4 2 (0.77%) SmartFocus
4 2 (0.77%) Google Analytics
5 1 (0.38%) Route 53
Communications & Networking
1 2 (0.77%) Broadband
2 1 (0.38%) Internet
Database & Business Intelligence
1 121 (46.36%) Data Mining
2 82 (31.42%) Big Data
3 72 (27.59%) Hadoop
4 49 (18.77%) Apache Hive
5 36 (13.79%) NoSQL
6 29 (11.11%) HBase
7 26 (9.96%) Data Warehouse
8 23 (8.81%) SQL Server
9 20 (7.66%) QlikView
10 19 (7.28%) Text Mining
11 18 (6.90%) MongoDB
12 17 (6.51%) CouchDB
12 17 (6.51%) IBM InfoSphere
13 15 (5.75%) SAS Enterprise Miner
13 15 (5.75%) SQL Server Reporting Services
14 14 (5.36%) Relational Database
15 13 (4.98%) Base SAS
16 10 (3.83%) SAS Enterprise Guide
16 10 (3.83%) SQL Server Integration Services
17 8 (3.07%) Mahout
Development Applications
1 2 (0.77%) Visual Studio
2 1 (0.38%) Toad
2 1 (0.38%) Jenkins
General
1 104 (39.85%) Marketing
2 99 (37.93%) Finance
3 39 (14.94%) Retail
4 13 (4.98%) Telecoms
5 12 (4.60%) Banking
6 10 (3.83%) Games
7 7 (2.68%) Advertising
8 5 (1.92%) Manufacturing
9 4 (1.53%) Electronics
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
11 1 (0.38%) Pharmaceutical
11 1 (0.38%) Financial Institution
Job Titles
1 109 (41.76%) Data Scientist
2 83 (31.80%) Analyst
3 22 (8.43%) Data Analyst
4 16 (6.13%) Developer
5 15 (5.75%) Senior Analyst
6 13 (4.98%) MI Analyst
7 10 (3.83%) Business Intelligence Developer
7 10 (3.83%) Graduate
8 9 (3.45%) Senior Manager
9 8 (3.07%) Consultant
9 8 (3.07%) Information Analyst
10 7 (2.68%) Programme Manager
11 6 (2.30%) Senior Developer
11 6 (2.30%) Senior Business Intelligence Developer
12 5 (1.92%) SAS Consultant
12 5 (1.92%) Business Intelligence Manager
12 5 (1.92%) Insight Analyst
12 5 (1.92%) Integration Manager
12 5 (1.92%) Business Manager
12 5 (1.92%) Business Developer
Libraries, Frameworks & Software Standards
1 19 (7.28%) D3.js
2 8 (3.07%) Natural Language Processing
2 8 (3.07%) MLlib
3 7 (2.68%) RHadoop
4 6 (2.30%) scikit-learn
4 6 (2.30%) .NET
4 6 (2.30%) ASP.NET
5 5 (1.92%) Web Services
6 4 (1.53%) Ajax
6 4 (1.53%) JSON
6 4 (1.53%) jQuery
6 4 (1.53%) ASP.NET MVC
6 4 (1.53%) Razor View Engine
7 3 (1.15%) Pandas
8 1 (0.38%) SciPy
8 1 (0.38%) RESTful
8 1 (0.38%) BREW
8 1 (0.38%) COM
Miscellaneous
1 144 (55.17%) Analytical Skills
2 108 (41.38%) Statistics
3 82 (31.42%) Mathematics
4 77 (29.50%) Visualisation
5 58 (22.22%) Computer Science
6 51 (19.54%) Algorithms
7 48 (18.39%) Neural Network
8 30 (11.49%) Social Network
9 28 (10.73%) Economics
10 19 (7.28%) Management Information System
10 19 (7.28%) Credit Risk
11 18 (6.90%) Applied Mathematics
12 16 (6.13%) Artificial Intelligence
13 14 (5.36%) Physics
14 12 (4.60%) Digital Media
14 12 (4.60%) Performance Metrics
15 11 (4.21%) Social Media
16 5 (1.92%) Chemistry
16 5 (1.92%) Psychology
16 5 (1.92%) Informatics
Operating Systems
1 8 (3.07%) Linux
2 4 (1.53%) UNIX
3 1 (0.38%) Windows
Processes & Methodologies
1 196 (75.10%) Analytics
2 66 (25.29%) Business Intelligence
3 62 (23.75%) Data Modelling
4 61 (23.37%) Statistical Analysis
5 52 (19.92%) Predictive Analytics
6 47 (18.01%) Data Analysis
7 37 (14.18%) Machine Learning
8 32 (12.26%) Statistical Modelling
9 29 (11.11%) Cluster Analysis
10 27 (10.34%) Logistic Regression
11 25 (9.58%) Customer Segmentation
12 23 (8.81%) Business Analytics
13 22 (8.43%) Data Analytics
13 22 (8.43%) Data Management
14 21 (8.05%) Factor Analysis
15 18 (6.90%) Stakeholder Management
16 17 (6.51%) CHAID
16 17 (6.51%) OO
16 17 (6.51%) CRM
17 16 (6.13%) Business Analysis
Programming Languages
1 167 (63.98%) SQL
2 117 (44.83%) R
3 90 (34.48%) Python
4 67 (25.67%) Java
5 43 (16.48%) MATLAB
6 42 (16.09%) C++
7 22 (8.43%) Ruby
8 18 (6.90%) C#
9 16 (6.13%) T-SQL
9 16 (6.13%) Clojure
10 15 (5.75%) Scala
11 13 (4.98%) VBA
12 8 (3.07%) VB
13 6 (2.30%) Perl
14 4 (1.53%) Go
15 3 (1.15%) HiveQL
16 2 (0.77%) SAS Macro
16 2 (0.77%) Shell Script
17 1 (0.38%) Spark SQL
17 1 (0.38%) Data Mining Extensions (DMX)
Qualifications
1 91 (34.87%) Degree
2 23 (8.81%) PhD
3 1 (0.38%) ISEB
3 1 (0.38%) ISTQB
3 1 (0.38%) HNC
3 1 (0.38%) HND
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%) EMC NetWorker
1 1 (0.38%) Puppet
1 1 (0.38%) Opscode Chef
Vendors
1 37 (14.18%) Microsoft
2 33 (12.64%) IBM
3 32 (12.26%) Oracle
4 24 (9.20%) Tableau
5 21 (8.05%) Business Objects
6 17 (6.51%) Greenplum
6 17 (6.51%) MapR
6 17 (6.51%) Hortonworks
6 17 (6.51%) Cloudera
7 10 (3.83%) Alteryx
8 8 (3.07%) SAP
9 7 (2.68%) Minitab
9 7 (2.68%) Netezza
10 4 (1.53%) MicroStrategy
10 4 (1.53%) RapidMiner
10 4 (1.53%) Vertica
11 3 (1.15%) Cognos
11 3 (1.15%) Norkom
11 3 (1.15%) Alterian
11 3 (1.15%) Mantas
London
Computer People
Salary: £50000.00 - £60000.00 per annum
Posted: 19 hours ago
City, London
Salt
Salary: £50000 - £60000 per annum + Tech Industry Benefits!
Posted: Yesterday
City of London
Churchill Frank
Salary: £40000 - £45000 per annum
Posted: 7 days ago
London
Churchill Frank
Posted: 8 days ago
Chester, Cheshire
MBNA
Posted: 8 days ago
Chester, Cheshire
MBNA
Posted: 8 days ago
Chester, Cheshire
MBNA
Salary: Highly Competitive
Posted: 8 days ago
Sunbury-On-Thames
Churchill Frank
Posted: 9 days ago
West Midlands
Real Staffing
Salary: £50000 - £60000 per annum + bonus + benefits package
Posted: 10 days ago
London
EY
Salary: Competitive
Posted: 21 days ago
London
EY
Salary: Competitive
Posted: 21 days ago
London
EY
Salary: Competitive
Posted: 21 days ago
London
EY
Salary: Competitive
Posted: 21 days ago
London
Capita - ITIN
Salary: £30000 - £35000 per annum
Posted: 24 days ago