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

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
Predictive Modeling
Rank 748 773 774
Rank change year-on-year
+25 +1
Permanent jobs citing Predictive Modelling 129 113 79
As % of all permanent IT jobs located in England 0.13% 0.11% 0.080%
As % of the Processes & Methodologies category 0.15% 0.13% 0.098%
Number of salaries quoted 84 82 71
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 £37,750 £40,000
10% offered a salary of more than £75,000 £72,500 £70,000
UK excluding London average salary £43,750 £36,875 £42,500
% change year-on-year
+18.64% -13.23%
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
86687 88196 80823
As % of all permanent IT jobs located in England 85.08% 82.84% 81.86%
Number of salaries quoted 72435 71039 66912
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
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 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 4 September 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 4 September 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 -14 76 £56,250 -13.46% 14
North West +15 33 £35,000 +59.09%
South East +22 13 £45,000 -18.18% 1
Yorkshire +15 4 £41,250 -25.00% 1
East of England -2 1 - -
East Midlands - 1 £27,000 -
West Midlands - 1 £40,000 -
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 4 September 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.

1 204 (75.84%) Analytics
2 158 (58.74%) SQL
3 151 (56.13%) Analytical Skills
4 135 (50.19%) R
5 128 (47.58%) Marketing
6 127 (47.21%) SAS
7 116 (43.12%) Data Mining
8 103 (38.29%) Statistics
9 99 (36.80%) Degree
9 99 (36.80%) Finance
10 92 (34.20%) Python
11 81 (30.11%) Statistical Analysis
12 79 (29.37%) Mathematics
13 78 (29.00%) Business Intelligence
14 76 (28.25%) Big Data
15 70 (26.02%) Computer Science
16 68 (25.28%) SPSS
17 65 (24.16%) Visualisation
18 63 (23.42%) Hadoop
19 62 (23.05%) Algorithms
20 57 (21.19%) Predictive Analytics
21 53 (19.70%) Java
22 51 (18.96%) Data Analysis
23 45 (16.73%) Data Modelling
23 45 (16.73%) Statistical Modelling
24 43 (15.99%) Microsoft
25 42 (15.61%) Apache Hive
26 40 (14.87%) MATLAB
27 38 (14.13%) Data Warehouse
27 38 (14.13%) Apache Spark

Predictive Modelling
Top Related IT Skills in England by Category

For the 6 months to 4 September 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
1 127 (47.21%) SAS
2 38 (14.13%) Apache Spark
3 26 (9.67%) Apache Pig
4 5 (1.86%) Apache
5 4 (1.49%) Elasticsearch
6 2 (0.74%) IPython
6 2 (0.74%) Lync
6 2 (0.74%) OpenStack
7 1 (0.37%) SharePoint
Applications
1 68 (25.28%) SPSS
2 33 (12.27%) MS Office
3 30 (11.15%) MS Excel
4 26 (9.67%) Spreadsheet
5 19 (7.06%) MS PowerPoint
6 6 (2.23%) CPLEX
7 4 (1.49%) Stata
8 3 (1.12%) Gephi
9 2 (0.74%) FastStats
10 1 (0.37%) Weka
10 1 (0.37%) PowerPivot
10 1 (0.37%) MS Visio
Business Applications
1 3 (1.12%) SAP InfiniteInsight
2 1 (0.37%) Unica
2 1 (0.37%) WebTrends
Cloud Services
1 8 (2.97%) Amazon AWS
2 4 (1.49%) Google Analytics
3 2 (0.74%) Amazon EC2
3 2 (0.74%) Amazon S3
3 2 (0.74%) Google Apps
3 2 (0.74%) IaaS
3 2 (0.74%) 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 (0.74%) Internet
2 1 (0.37%) Broadband
Database & Business Intelligence
1 116 (43.12%) Data Mining
2 76 (28.25%) Big Data
3 63 (23.42%) Hadoop
4 42 (15.61%) Apache Hive
5 38 (14.13%) Data Warehouse
6 34 (12.64%) NoSQL
7 17 (6.32%) HBase
8 15 (5.58%) SQL Server
9 14 (5.20%) QlikView
10 13 (4.83%) Text Mining
10 13 (4.83%) BusinessObjects
11 12 (4.46%) IBM BigInsights
12 10 (3.72%) MongoDB
13 9 (3.35%) Mahout
13 9 (3.35%) CouchDB
13 9 (3.35%) IBM InfoSphere
13 9 (3.35%) SQL Server Reporting Services
13 9 (3.35%) SQL Server Integration Services
14 7 (2.60%) Spotfire
14 7 (2.60%) SAS Enterprise Miner
Development Applications
1 2 (0.74%) Visual Studio
General
1 128 (47.58%) Marketing
2 99 (36.80%) Finance
3 30 (11.15%) Retail
4 8 (2.97%) Games
5 7 (2.60%) Manufacturing
5 7 (2.60%) Advertising
6 4 (1.49%) Pharmaceutical
7 3 (1.12%) Publishing
8 2 (0.74%) Aerospace
8 2 (0.74%) Automotive
8 2 (0.74%) Telecoms
9 1 (0.37%) Financial Institution
9 1 (0.37%) Electronics
9 1 (0.37%) Banking
Job Titles
1 113 (42.01%) Data Scientist
2 90 (33.46%) Analyst
3 20 (7.43%) Senior Analyst
4 19 (7.06%) Data Analyst
5 8 (2.97%) Developer
5 8 (2.97%) Graduate
6 7 (2.60%) MI Analyst
7 6 (2.23%) Business Manager
7 6 (2.23%) Customer Analyst
7 6 (2.23%) Integration Manager
7 6 (2.23%) Insight Analyst
8 5 (1.86%) Consultant
8 5 (1.86%) Programme Manager
8 5 (1.86%) Information Analyst
9 4 (1.49%) Quantitative Analyst
9 4 (1.49%) Information Manager
9 4 (1.49%) Business Intelligence Developer
9 4 (1.49%) Scala Developer
10 3 (1.12%) Business Intelligence Manager
10 3 (1.12%) Risk Analyst
Libraries, Frameworks & Software Standards
1 16 (5.95%) D3.js
2 9 (3.35%) MLlib
3 8 (2.97%) Natural Language Processing
4 7 (2.60%) scikit-learn
4 7 (2.60%) RHadoop
5 3 (1.12%) Pandas
5 3 (1.12%) SciPy
6 2 (0.74%) Web Services
7 1 (0.37%) BREW
Miscellaneous
1 151 (56.13%) Analytical Skills
2 103 (38.29%) Statistics
3 79 (29.37%) Mathematics
4 70 (26.02%) Computer Science
5 65 (24.16%) Visualisation
6 62 (23.05%) Algorithms
7 35 (13.01%) Credit Risk
8 34 (12.64%) Neural Network
9 28 (10.41%) Economics
10 26 (9.67%) Applied Mathematics
11 24 (8.92%) Social Network
12 15 (5.58%) Artificial Intelligence
13 12 (4.46%) Physics
14 11 (4.09%) Digital Media
15 10 (3.72%) Social Media
16 9 (3.35%) Management Information System
17 6 (2.23%) Performance Metrics
18 4 (1.49%) Tandem
18 4 (1.49%) Informatics
18 4 (1.49%) Chemistry
Operating Systems
1 11 (4.09%) Linux
2 7 (2.60%) UNIX
3 2 (0.74%) Windows
3 2 (0.74%) Ubuntu
Processes & Methodologies
1 204 (75.84%) Analytics
2 81 (30.11%) Statistical Analysis
3 78 (29.00%) Business Intelligence
4 57 (21.19%) Predictive Analytics
5 51 (18.96%) Data Analysis
6 45 (16.73%) Data Modelling
6 45 (16.73%) Statistical Modelling
7 36 (13.38%) Machine Learning
8 33 (12.27%) Business Analytics
9 29 (10.78%) Stakeholder Management
10 28 (10.41%) Business Development
11 27 (10.04%) Logistic Regression
12 26 (9.67%) Cluster Analysis
12 26 (9.67%) Benchmarking
13 20 (7.43%) Factor Analysis
14 17 (6.32%) Business Analysis
15 16 (5.95%) Operations Research
16 15 (5.58%) Agile Software Development
16 15 (5.58%) Bayesian Methods
16 15 (5.58%) Data Analytics
Programming Languages
1 158 (58.74%) SQL
2 135 (50.19%) R
3 92 (34.20%) Python
4 53 (19.70%) Java
5 40 (14.87%) MATLAB
6 30 (11.15%) C++
7 23 (8.55%) Ruby
8 21 (7.81%) Scala
9 15 (5.58%) Clojure
10 14 (5.20%) C#
11 12 (4.46%) VBA
12 10 (3.72%) Perl
13 7 (2.60%) Shell Script
14 4 (1.49%) T-SQL
14 4 (1.49%) VB
15 3 (1.12%) JavaScript
15 3 (1.12%) HiveQL
16 1 (0.37%) Spark SQL
16 1 (0.37%) SAS Macro
16 1 (0.37%) Go
Qualifications
1 99 (36.80%) Degree
2 30 (11.15%) PhD
3 3 (1.12%) SC Cleared
3 3 (1.12%) Security Cleared
Quality Assurance & Compliance
1 1 (0.37%) QA
1 1 (0.37%) Data Quality
System Software
1 9 (3.35%) HDFS
2 2 (0.74%) LXC
2 2 (0.74%) Active Directory
2 2 (0.74%) KVM
Systems Management
1 2 (0.74%) EMC NetWorker
1 2 (0.74%) FreeIPA
Vendors
1 43 (15.99%) Microsoft
2 30 (11.15%) Tableau
3 26 (9.67%) Oracle
4 23 (8.55%) IBM
5 13 (4.83%) Hortonworks
6 12 (4.46%) Cloudera
6 12 (4.46%) MapR
7 10 (3.72%) Alteryx
8 9 (3.35%) Greenplum
9 6 (2.23%) Minitab
10 5 (1.86%) Google
10 5 (1.86%) Netezza
11 4 (1.49%) SAP
11 4 (1.49%) Cognos
11 4 (1.49%) RapidMiner
12 3 (1.12%) Norkom
12 3 (1.12%) Teradata
12 3 (1.12%) Mantas
12 3 (1.12%) Actimize
13 2 (0.74%) Omniture
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Searchability
Salary: £25000 - £30000 per annum
Posted: 21 hours ago
Hull, North Humberside
ISL
Salary: £40000 - £45000 per annum + Benefits
Posted: Yesterday
London
ISL
Salary: £40000 - £50000 per annum + Benefits
Posted: Yesterday
London
Sainsbury's
Salary: Excellent
Posted: Yesterday
Hornchurch
Searchability
Salary: £25000 - £30000 per annum
Posted: Yesterday
London
Parallel Consulting
Salary: £80000 - £120000 per annum + package
Posted: 2 days ago
City, London
Harrington Starr
Salary: £55000 - £60000 per annum + Benefits + Bonus
Posted: 2 days ago
Central London / West End
Oxbridge Answers
Salary: 50,000 - 60,000
Posted: 3 days ago
Central London / West End
Oxbridge Answers
Salary: 40,000 - 50,000
Posted: 3 days ago
Richmond, Surrey
Oxbridge Answers
Salary: 40,000 - 50,000
Posted: 3 days ago
City of London
Real Staffing
Salary: £40000 - £50000 per annum + competitive
Posted: 7 days ago
City of London
Huxley Banking & Financial Services
Salary: £35000 - £45000 per annum + Package
Posted: 8 days ago
Bristol
Churchill Frank
Salary: £55000 - £58000 per annum + Bonus Scheme
Posted: 9 days ago
Bristol
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Salary: £45000 - £58000 per annum + Bonus Scheme
Posted: 11 days ago
Bristol
Churchill Frank
Salary: £35000 - £60000 per annum + Bonus Scheme
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London
EY
Salary: Competitive
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London
EY
Salary: Competitive
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London
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Salary: Competitive
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