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

Location
3 months to
29 Jul 2015
Same period 2014 Same period 2013
Predictive Modeling
Rank 752 748 781
Rank change year-on-year
-4 +33
Permanent jobs citing Predictive Modelling 119 143 74
As % of all permanent IT jobs located in England 0.12% 0.13% 0.073%
As % of the Processes & Methodologies category 0.14% 0.16% 0.090%
Number of salaries quoted 80 104 62
Average salary £57,500 £62,500 £42,500
Average salary % change year-on-year
-8.00% +47.05%
90% offered a salary of more than £35,000 £49,000 £25,750
10% offered a salary of more than £75,000 £80,000 £65,000
UK excluding London average salary £41,250 £50,000 £40,000
% change year-on-year
-17.50% +25.00%
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
86787 90709 82543
As % of all permanent IT jobs located in England 84.73% 82.80% 81.03%
Number of salaries quoted 71851 73761 68268
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £72,500 £74,000
UK excluding London average salary £44,500 £42,500 £40,995
% change year-on-year
+4.70% +3.67%

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 29 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 29 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 -34 68 £60,000 -7.69% 12
North West +39 32 £35,000 -
South East +28 10 £41,250 -25.00% 1
Yorkshire +5 5 £45,000 +5.88% 1
East of England +1 2 - -
East Midlands - 2 £52,000 - 1
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 29 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.

1 198 (75.86%) Analytics
2 159 (60.92%) SQL
3 150 (57.47%) Analytical Skills
4 124 (47.51%) Data Mining
5 121 (46.36%) R
6 119 (45.59%) SAS
7 113 (43.30%) Marketing
8 102 (39.08%) Statistics
9 98 (37.55%) Finance
10 94 (36.02%) Degree
11 87 (33.33%) Python
12 78 (29.89%) Big Data
13 76 (29.12%) Mathematics
14 71 (27.20%) Business Intelligence
15 70 (26.82%) Visualisation
16 69 (26.44%) Statistical Analysis
17 68 (26.05%) SPSS
18 65 (24.90%) Hadoop
19 60 (22.99%) Java
20 55 (21.07%) Computer Science
21 50 (19.16%) Predictive Analytics
21 50 (19.16%) Algorithms
22 49 (18.77%) Data Modelling
23 46 (17.62%) Microsoft
23 46 (17.62%) Apache Hive
24 44 (16.86%) Data Analysis
25 42 (16.09%) Neural Network
25 42 (16.09%) Apache Spark
26 40 (15.33%) MATLAB
27 38 (14.56%) Statistical Modelling

Predictive Modelling
Top Related IT Skills in England by Category

For the 6 months to 29 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 42 (16.09%) Apache Spark
3 32 (12.26%) Apache Pig
4 5 (1.92%) Apache
5 2 (0.77%) SharePoint
5 2 (0.77%) Lync
5 2 (0.77%) Elasticsearch
5 2 (0.77%) IPython
Applications
1 68 (26.05%) SPSS
2 31 (11.88%) MS Office
3 28 (10.73%) MS Excel
4 25 (9.58%) Spreadsheet
5 17 (6.51%) MS PowerPoint
6 6 (2.30%) CPLEX
7 4 (1.53%) Stata
8 3 (1.15%) PowerPivot
8 3 (1.15%) Gephi
9 2 (0.77%) FastStats
10 1 (0.38%) Weka
10 1 (0.38%) MS Visio
Business Applications
1 4 (1.53%) SAP InfiniteInsight
2 3 (1.15%) Unica
3 1 (0.38%) SAP CRM
3 1 (0.38%) SAP Oil and Gas
Cloud Services
1 8 (3.07%) Amazon AWS
2 4 (1.53%) Amazon EC2
3 3 (1.15%) Amazon EMR
4 2 (0.77%) Amazon ELB
4 2 (0.77%) AWS Elastic Beanstalk
4 2 (0.77%) SmartFocus
4 2 (0.77%) Adobe Analytics
4 2 (0.77%) Amazon S3
4 2 (0.77%) Google Analytics
5 1 (0.38%) SaaS
5 1 (0.38%) Route 53
Communications & Networking
1 1 (0.38%) Broadband
1 1 (0.38%) Internet
Database & Business Intelligence
1 124 (47.51%) Data Mining
2 78 (29.89%) Big Data
3 65 (24.90%) Hadoop
4 46 (17.62%) Apache Hive
5 37 (14.18%) NoSQL
6 36 (13.79%) Data Warehouse
7 25 (9.58%) HBase
8 17 (6.51%) BusinessObjects
8 17 (6.51%) QlikView
9 15 (5.75%) Text Mining
10 14 (5.36%) MongoDB
11 13 (4.98%) CouchDB
11 13 (4.98%) IBM InfoSphere
11 13 (4.98%) IBM BigInsights
12 12 (4.60%) SAS Enterprise Miner
13 10 (3.83%) Base SAS
14 9 (3.45%) SQL Server
15 8 (3.07%) Mahout
16 7 (2.68%) SAS Enterprise Guide
16 7 (2.68%) SQL Server Reporting Services
Development Applications
1 2 (0.77%) Visual Studio
2 1 (0.38%) Jenkins
General
1 113 (43.30%) Marketing
2 98 (37.55%) Finance
3 35 (13.41%) Retail
4 10 (3.83%) Telecoms
4 10 (3.83%) Games
5 8 (3.07%) Manufacturing
6 7 (2.68%) Advertising
7 4 (1.53%) Banking
8 3 (1.15%) Electronics
9 2 (0.77%) Pharmaceutical
9 2 (0.77%) Aerospace
9 2 (0.77%) Automotive
9 2 (0.77%) Publishing
9 2 (0.77%) Japanese Language
10 1 (0.38%) Billing
Job Titles
1 107 (41.00%) Data Scientist
2 83 (31.80%) Analyst
3 19 (7.28%) Senior Analyst
4 16 (6.13%) Data Analyst
5 11 (4.21%) MI Analyst
6 9 (3.45%) Senior Manager
6 9 (3.45%) Developer
7 8 (3.07%) Graduate
7 8 (3.07%) Information Analyst
8 7 (2.68%) Programme Manager
8 7 (2.68%) Consultant
9 6 (2.30%) Integration Manager
9 6 (2.30%) Business Manager
9 6 (2.30%) Business Intelligence Developer
10 5 (1.92%) Business Intelligence Manager
10 5 (1.92%) Insight Analyst
11 4 (1.53%) SAS Consultant
12 3 (1.15%) Information Manager
12 3 (1.15%) Quantitative Analyst
12 3 (1.15%) Senior Developer
Libraries, Frameworks & Software Standards
1 21 (8.05%) D3.js
2 9 (3.45%) MLlib
3 8 (3.07%) RHadoop
3 8 (3.07%) Natural Language Processing
4 6 (2.30%) Web Services
4 6 (2.30%) scikit-learn
5 3 (1.15%) Pandas
6 1 (0.38%) COM
6 1 (0.38%) BREW
6 1 (0.38%) RESTful
6 1 (0.38%) SciPy
Miscellaneous
1 150 (57.47%) Analytical Skills
2 102 (39.08%) Statistics
3 76 (29.12%) Mathematics
4 70 (26.82%) Visualisation
5 55 (21.07%) Computer Science
6 50 (19.16%) Algorithms
7 42 (16.09%) Neural Network
8 32 (12.26%) Credit Risk
9 27 (10.34%) Social Network
10 24 (9.20%) Economics
11 23 (8.81%) Applied Mathematics
12 15 (5.75%) Artificial Intelligence
13 14 (5.36%) Management Information System
14 11 (4.21%) Physics
14 11 (4.21%) Digital Media
15 10 (3.83%) Social Media
16 8 (3.07%) Performance Metrics
17 4 (1.53%) Chemistry
17 4 (1.53%) Psychology
17 4 (1.53%) Informatics
Operating Systems
1 8 (3.07%) Linux
2 3 (1.15%) UNIX
3 1 (0.38%) Windows
Processes & Methodologies
1 198 (75.86%) Analytics
2 71 (27.20%) Business Intelligence
3 69 (26.44%) Statistical Analysis
4 50 (19.16%) Predictive Analytics
5 49 (18.77%) Data Modelling
6 44 (16.86%) Data Analysis
7 38 (14.56%) Statistical Modelling
8 36 (13.79%) Machine Learning
9 33 (12.64%) Business Analytics
10 27 (10.34%) Logistic Regression
10 27 (10.34%) Cluster Analysis
10 27 (10.34%) Business Development
11 26 (9.96%) Stakeholder Management
12 25 (9.58%) Benchmarking
13 21 (8.05%) Factor Analysis
14 20 (7.66%) Customer Segmentation
15 19 (7.28%) Data Analytics
16 17 (6.51%) Data Management
17 16 (6.13%) CHAID
18 15 (5.75%) OO
Programming Languages
1 159 (60.92%) SQL
2 121 (46.36%) R
3 87 (33.33%) Python
4 60 (22.99%) Java
5 40 (15.33%) MATLAB
6 35 (13.41%) C++
7 21 (8.05%) Ruby
8 19 (7.28%) Scala
9 18 (6.90%) Clojure
10 16 (6.13%) C#
11 12 (4.60%) VBA
12 8 (3.07%) T-SQL
13 7 (2.68%) VB
14 6 (2.30%) Perl
15 4 (1.53%) Go
16 3 (1.15%) HiveQL
17 2 (0.77%) SAS Macro
17 2 (0.77%) Shell Script
18 1 (0.38%) Spark SQL
Qualifications
1 94 (36.02%) Degree
2 24 (9.20%) PhD
Quality Assurance & Compliance
1 2 (0.77%) Data Quality
2 1 (0.38%) QA
System Software
1 13 (4.98%) HDFS
Systems Management
1 1 (0.38%) EMC NetWorker
1 1 (0.38%) Puppet
1 1 (0.38%) Opscode Chef
Vendors
1 46 (17.62%) Microsoft
2 29 (11.11%) Tableau
3 28 (10.73%) IBM
4 25 (9.58%) Oracle
5 13 (4.98%) Greenplum
5 13 (4.98%) Hortonworks
5 13 (4.98%) Cloudera
5 13 (4.98%) MapR
6 10 (3.83%) Alteryx
7 8 (3.07%) SAP
8 7 (2.68%) Netezza
8 7 (2.68%) Minitab
9 4 (1.53%) MicroStrategy
9 4 (1.53%) RapidMiner
9 4 (1.53%) Vertica
10 3 (1.15%) Cognos
10 3 (1.15%) Alterian
10 3 (1.15%) Mantas
10 3 (1.15%) Actimize
10 3 (1.15%) Norkom
London
Tyche Consulting Ltd
Salary: Competative salary + benefits
Posted: 11 hours ago
London
Parallel Consulting
Salary: £37000 - £45000 per annum
Posted: Yesterday
City of London
Churchill Frank
Salary: £40000 - £45000 per annum + Benefits
Posted: 2 days ago
London
WaterAid
Salary: £32,739 per annum
Posted: 4 days ago
Leicester, Leicestershire
Consult Solutions
Salary: £27000 per annum + Benefits
Posted: 5 days ago
London
KPMG
Salary: Competitive
Posted: 5 days ago
Richmond, Surrey
Oxbridge Answers
Salary: 40,000 - 50,000
Posted: 6 days ago
London
Real Staffing
Salary: £60000 - £70000 per annum + competitive
Posted: 12 days ago
London
Real Staffing
Salary: £35000 - £45000 per annum + competitive
Posted: 12 days ago
City of London
Real Staffing
Salary: £40000 - £50000 per annum + competitive
Posted: 13 days ago
Kingston Upon Hull
Hays IT - Uk Posting account
Salary: £30000.00 - £45000.00 per annum
Posted: 13 days ago
London
EY
Salary: Competitive
Posted: 15 days ago
London
EY
Salary: Competitive
Posted: 15 days ago
London
EY
Salary: Competitive
Posted: 15 days ago
London
EY
Salary: Competitive
Posted: 15 days ago