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

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Predictive Modeling
Rank 763 782 784
Rank change year-on-year
+19 +2
Permanent jobs citing Predictive Modelling 130 125 89
As % of all permanent IT jobs located in the UK 0.12% 0.11% 0.084%
As % of the Processes & Methodologies category 0.14% 0.13% 0.10%
Number of salaries quoted 85 90 80
Average salary £52,500 £62,500 £45,000
Average salary % change year-on-year
-16.00% +38.88%
90% offered a salary of more than £35,000 £39,875 £32,500
10% offered a salary of more than £75,000 £80,000 £70,000
UK excluding London average salary £45,000 £38,750 £40,000
% change year-on-year
+16.12% -3.12%

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
93272 94978 86805
As % of all permanent IT jobs located in the UK 85.17% 82.77% 81.71%
Number of salaries quoted 76819 75777 71033
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 28 August 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 28 August 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 +12 130 £52,500 -16.00% 12
London -12 74 £57,500 -11.53% 9
North West +26 33 £35,000 +55.55%
Cheshire +27 32 - -
Chester +16 32 - -
South East +28 14 £45,000 -18.18%
Surrey - 6 £45,000 -
Yorkshire +14 4 £41,250 -25.00%
Hull - 4 £41,250 -
East Yorkshire - 4 £41,250 -
City of London -10 3 £50,000 -28.57% 2
Aldershot - 3 £27,500 -
Berkshire - 3 £40,000 -
Hampshire - 3 £27,500 -
East Midlands - 3 £49,000 -
Kingston Upon Thames - 2 £47,500 -
Middlesex - 2 £55,000 -
Nottinghamshire - 2 £52,000 -
Bromley - 2 £32,500 -
East of England -2 1 - -
West Midlands - 1 £40,000 -
Birmingham - 1 £40,000 -
Norfolk - 1 - -
Feltham - 1 £40,000 -
Reading - 1 £52,500 -
Leicester - 1 £27,000 -
Norwich - 1 - -
Nottingham - 1 £55,000 -
Manchester - 1 £35,000 -
Leicestershire - 1 £27,000 -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 28 August 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.

1 204 (74.73%) Analytics
2 158 (57.88%) SQL
3 154 (56.41%) Analytical Skills
4 137 (50.18%) R
5 129 (47.25%) SAS
6 126 (46.15%) Marketing
7 119 (43.59%) Data Mining
8 106 (38.83%) Statistics
9 104 (38.10%) Degree
10 100 (36.63%) Finance
11 96 (35.16%) Python
12 83 (30.40%) Mathematics
13 82 (30.04%) Business Intelligence
14 80 (29.30%) Statistical Analysis
15 75 (27.47%) Big Data
16 73 (26.74%) Computer Science
16 73 (26.74%) SPSS
17 65 (23.81%) Algorithms
18 63 (23.08%) Hadoop
19 62 (22.71%) Visualisation
20 57 (20.88%) Predictive Analytics
21 56 (20.51%) Java
22 55 (20.15%) Data Analysis
23 47 (17.22%) Data Modelling
24 44 (16.12%) Microsoft
24 44 (16.12%) MATLAB
25 43 (15.75%) Apache Hive
25 43 (15.75%) Statistical Modelling
26 39 (14.29%) Apache Spark
27 38 (13.92%) Neural Network

Predictive Modelling
Top Related IT Skills by Category

For the 6 months to 28 August 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
1 129 (47.25%) SAS
2 39 (14.29%) Apache Spark
3 27 (9.89%) Apache Pig
4 5 (1.83%) Apache
5 4 (1.47%) Elasticsearch
6 2 (0.73%) IPython
6 2 (0.73%) Lync
6 2 (0.73%) OpenStack
7 1 (0.37%) SharePoint
Applications
1 73 (26.74%) SPSS
2 33 (12.09%) MS Office
3 29 (10.62%) MS Excel
4 26 (9.52%) Spreadsheet
5 18 (6.59%) MS PowerPoint
6 6 (2.20%) CPLEX
7 4 (1.47%) Stata
8 3 (1.10%) Gephi
9 2 (0.73%) FastStats
10 1 (0.37%) Weka
10 1 (0.37%) PowerPivot
10 1 (0.37%) MS Visio
Business Applications
1 3 (1.10%) SAP InfiniteInsight
2 1 (0.37%) Unica
2 1 (0.37%) WebTrends
Cloud Services
1 8 (2.93%) Amazon AWS
2 3 (1.10%) Google Analytics
3 2 (0.73%) Amazon EC2
3 2 (0.73%) Amazon S3
3 2 (0.73%) Google Apps
3 2 (0.73%) IaaS
3 2 (0.73%) SmartFocus
4 1 (0.37%) Adobe Analytics
4 1 (0.37%) Amazon EMR
4 1 (0.37%) Amazon ELB
4 1 (0.37%) AWS Elastic Beanstalk
4 1 (0.37%) SaaS
Communications & Networking
1 2 (0.73%) Internet
2 1 (0.37%) Broadband
Database & Business Intelligence
1 119 (43.59%) Data Mining
2 75 (27.47%) Big Data
3 63 (23.08%) Hadoop
4 43 (15.75%) Apache Hive
5 36 (13.19%) NoSQL
5 36 (13.19%) Data Warehouse
6 17 (6.23%) HBase
7 15 (5.49%) SQL Server
8 14 (5.13%) BusinessObjects
9 13 (4.76%) QlikView
10 12 (4.40%) Text Mining
10 12 (4.40%) IBM BigInsights
11 10 (3.66%) MongoDB
12 9 (3.30%) CouchDB
12 9 (3.30%) IBM InfoSphere
12 9 (3.30%) Mahout
12 9 (3.30%) SQL Server Reporting Services
12 9 (3.30%) SQL Server Integration Services
13 7 (2.56%) SAS Enterprise Miner
14 6 (2.20%) Oracle BI EE
Development Applications
1 2 (0.73%) Visual Studio
General
1 126 (46.15%) Marketing
2 100 (36.63%) Finance
3 32 (11.72%) Retail
4 8 (2.93%) Games
5 7 (2.56%) Advertising
6 6 (2.20%) Manufacturing
7 3 (1.10%) Pharmaceutical
8 2 (0.73%) Aerospace
8 2 (0.73%) Automotive
8 2 (0.73%) Telecoms
8 2 (0.73%) Publishing
9 1 (0.37%) Financial Institution
9 1 (0.37%) Electronics
9 1 (0.37%) Banking
Job Titles
1 116 (42.49%) Data Scientist
2 91 (33.33%) Analyst
3 20 (7.33%) Senior Analyst
4 17 (6.23%) Data Analyst
5 8 (2.93%) MI Analyst
5 8 (2.93%) Developer
5 8 (2.93%) Graduate
6 6 (2.20%) Programme Manager
6 6 (2.20%) Integration Manager
6 6 (2.20%) Business Manager
6 6 (2.20%) Information Analyst
6 6 (2.20%) Insight Analyst
6 6 (2.20%) Customer Analyst
7 5 (1.83%) Consultant
8 4 (1.47%) Business Intelligence Developer
8 4 (1.47%) Quantitative Analyst
8 4 (1.47%) Scala Developer
9 3 (1.10%) Business Intelligence Manager
9 3 (1.10%) Data Manager
9 3 (1.10%) Information Manager
Libraries, Frameworks & Software Standards
1 16 (5.86%) D3.js
2 10 (3.66%) MLlib
3 8 (2.93%) RHadoop
3 8 (2.93%) Natural Language Processing
4 7 (2.56%) scikit-learn
5 3 (1.10%) Pandas
5 3 (1.10%) SciPy
6 2 (0.73%) Web Services
7 1 (0.37%) BREW
Miscellaneous
1 154 (56.41%) Analytical Skills
2 106 (38.83%) Statistics
3 83 (30.40%) Mathematics
4 73 (26.74%) Computer Science
5 65 (23.81%) Algorithms
6 62 (22.71%) Visualisation
7 38 (13.92%) Neural Network
8 35 (12.82%) Credit Risk
9 29 (10.62%) Economics
10 26 (9.52%) Applied Mathematics
11 24 (8.79%) Social Network
12 16 (5.86%) Artificial Intelligence
13 13 (4.76%) Physics
14 11 (4.03%) Digital Media
15 10 (3.66%) Social Media
16 9 (3.30%) Management Information System
17 6 (2.20%) Performance Metrics
18 4 (1.47%) Informatics
18 4 (1.47%) Chemistry
18 4 (1.47%) Psychology
Operating Systems
1 10 (3.66%) Linux
2 6 (2.20%) UNIX
3 2 (0.73%) Windows
3 2 (0.73%) Ubuntu
Processes & Methodologies
1 204 (74.73%) Analytics
2 82 (30.04%) Business Intelligence
3 80 (29.30%) Statistical Analysis
4 57 (20.88%) Predictive Analytics
5 55 (20.15%) Data Analysis
6 47 (17.22%) Data Modelling
7 43 (15.75%) Statistical Modelling
8 36 (13.19%) Machine Learning
9 34 (12.45%) Stakeholder Management
10 33 (12.09%) Business Analytics
11 29 (10.62%) Cluster Analysis
12 28 (10.26%) Business Development
13 26 (9.52%) Logistic Regression
13 26 (9.52%) Benchmarking
14 19 (6.96%) Operations Research
14 19 (6.96%) Bayesian Methods
14 19 (6.96%) Factor Analysis
15 18 (6.59%) Business Analysis
16 15 (5.49%) CHAID
16 15 (5.49%) Data Analytics
Programming Languages
1 158 (57.88%) SQL
2 137 (50.18%) R
3 96 (35.16%) Python
4 56 (20.51%) Java
5 44 (16.12%) MATLAB
6 29 (10.62%) C++
7 23 (8.42%) Ruby
8 21 (7.69%) Scala
9 16 (5.86%) VBA
10 15 (5.49%) Clojure
10 15 (5.49%) C#
11 10 (3.66%) Perl
12 7 (2.56%) Shell Script
13 5 (1.83%) VB
14 4 (1.47%) T-SQL
15 3 (1.10%) JavaScript
15 3 (1.10%) HiveQL
16 1 (0.37%) Spark SQL
16 1 (0.37%) SAS Macro
16 1 (0.37%) Go
Qualifications
1 104 (38.10%) Degree
2 32 (11.72%) PhD
3 3 (1.10%) SC Cleared
3 3 (1.10%) Security Cleared
Quality Assurance & Compliance
1 1 (0.37%) QA
1 1 (0.37%) Data Quality
System Software
1 9 (3.30%) HDFS
2 2 (0.73%) LXC
2 2 (0.73%) Active Directory
2 2 (0.73%) KVM
Systems Management
1 2 (0.73%) EMC NetWorker
1 2 (0.73%) FreeIPA
Vendors
1 44 (16.12%) Microsoft
2 29 (10.62%) Tableau
3 26 (9.52%) Oracle
4 23 (8.42%) IBM
5 13 (4.76%) Hortonworks
6 12 (4.40%) Cloudera
6 12 (4.40%) MapR
7 10 (3.66%) Alteryx
8 9 (3.30%) Greenplum
9 6 (2.20%) Minitab
10 5 (1.83%) Netezza
10 5 (1.83%) SAP
11 4 (1.47%) Cognos
11 4 (1.47%) Google
11 4 (1.47%) RapidMiner
12 3 (1.10%) Norkom
12 3 (1.10%) Teradata
12 3 (1.10%) Mantas
12 3 (1.10%) Actimize
13 2 (0.73%) Alterian
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