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 salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 717 819 832
Rank change year-on-year
+102 +13
Permanent jobs citing Predictive Modelling 170 123 146
As % of all permanent IT jobs located in England 0.19% 0.12% 0.13%
As % of the Processes & Methodologies category 0.21% 0.14% 0.15%
Number of salaries quoted 153 93 113
Median salary £52,500 £55,000 £62,500
Median salary % change year-on-year
-4.54% -12.00%
90% offered a salary of more than £31,000 £29,300 £38,000
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £38,750 £50,000
% change year-on-year
+9.67% -22.50%
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
80292 89626 96215
As % of all permanent IT jobs located in England 87.95% 86.74% 85.53%
Number of salaries quoted 67978 74098 78617
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £74,000 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Predictive Modelling
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Predictive Modelling as a proportion of all IT jobs with a match in 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 1 July 2016.

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 median salaries quoted in IT jobs citing Predictive Modelling within the England region over the 3 months to 1 July 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +101 126 £55,000 -8.33% 13
West Midlands - 16 £50,000 - 1
South East +30 10 £52,500 +31.25% 2
Yorkshire +16 10 £26,000 -35.00% 1
South West +10 3 £31,000 -17.33%
East of England +38 1 £65,500 -
North West 0 1 £40,000 +77.77% 2
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 1 July 2016, IT jobs citing Predictive Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Predictive Modelling.

1 253 (72.91%) Analytics
2 237 (68.30%) SQL
3 177 (51.01%) Machine Learning
4 174 (50.14%) R
5 172 (49.57%) Python
6 156 (44.96%) Statistics
7 147 (42.36%) Big Data
8 133 (38.33%) Analytical Skills
9 131 (37.75%) Marketing
10 125 (36.02%) Degree
11 124 (35.73%) Mathematics
12 123 (35.45%) SAS
13 122 (35.16%) Data Mining
14 114 (32.85%) Algorithms
15 110 (31.70%) Hadoop
16 109 (31.41%) Data Analytics
17 91 (26.22%) Finance
18 85 (24.50%) Apache Spark
19 83 (23.92%) Java
20 79 (22.77%) Data Analysis
21 73 (21.04%) PhD
22 70 (20.17%) Statistical Modelling
23 69 (19.88%) Computer Science
24 61 (17.58%) Visualisation
25 59 (17.00%) Business Intelligence
26 58 (16.71%) Statistical Analysis
27 53 (15.27%) MATLAB
28 52 (14.99%) SPSS
28 52 (14.99%) Scala
29 48 (13.83%) NoSQL

Predictive Modelling
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 123 (35.45%) SAS
2 85 (24.50%) Apache Spark
3 14 (4.03%) Apache Pig
4 13 (3.75%) Apache
5 3 (0.86%) IPython
5 3 (0.86%) Jupyter
6 2 (0.58%) Apache Solr
6 2 (0.58%) Elasticsearch
7 1 (0.29%) JBoss
7 1 (0.29%) Skype for Business
7 1 (0.29%) Tomcat
7 1 (0.29%) WebLogic
Applications
1 52 (14.99%) SPSS
2 19 (5.48%) MS PowerPoint
3 11 (3.17%) MS Excel
4 6 (1.73%) S-PLUS
4 6 (1.73%) Spreadsheet
5 2 (0.58%) MS Office
6 1 (0.29%) Weka
Business Applications
1 9 (2.59%) SAP Oil and Gas
2 1 (0.29%) Eloqua
2 1 (0.29%) FastStats
2 1 (0.29%) Unica
2 1 (0.29%) WebTrends
Cloud Services
1 20 (5.76%) Amazon AWS
2 15 (4.32%) Google Analytics
3 11 (3.17%) Amazon EC2
4 8 (2.31%) Amazon S3
5 6 (1.73%) Amazon ELB
5 6 (1.73%) AWS Elastic Beanstalk
6 5 (1.44%) Microsoft Azure
7 3 (0.86%) GitHub
8 2 (0.58%) Cloud Computing
8 2 (0.58%) Google Cloud Platform
9 1 (0.29%) AdWords
9 1 (0.29%) Amazon EMR
9 1 (0.29%) Heroku
9 1 (0.29%) PaaS
9 1 (0.29%) SaaS
9 1 (0.29%) SmartFocus
Communications & Networking
1 20 (5.76%) Internet
2 9 (2.59%) SMS
3 8 (2.31%) ATM
4 6 (1.73%) WebEx
5 1 (0.29%) AMQP
5 1 (0.29%) DSL
5 1 (0.29%) Firewall
5 1 (0.29%) TCP/IP
Database & Business Intelligence
1 147 (42.36%) Big Data
2 122 (35.16%) Data Mining
3 110 (31.70%) Hadoop
4 48 (13.83%) NoSQL
5 44 (12.68%) Apache Cassandra
6 38 (10.95%) Relational Database
7 29 (8.36%) SQL Server
8 26 (7.49%) Apache Hive
9 18 (5.19%) Data Warehouse
9 18 (5.19%) QlikView
10 17 (4.90%) Amazon Redshift
11 14 (4.03%) Text Mining
12 12 (3.46%) MySQL
12 12 (3.46%) PostgreSQL
13 10 (2.88%) MongoDB
14 8 (2.31%) RDBMS
15 6 (1.73%) Azkaban
16 5 (1.44%) BusinessObjects
16 5 (1.44%) Neo4j
16 5 (1.44%) Redis
Development Applications
1 2 (0.58%) Jenkins
2 1 (0.29%) Talend Open Studio
2 1 (0.29%) Vagrant
General
1 131 (37.75%) Marketing
2 91 (26.22%) Finance
3 30 (8.65%) Games
3 30 (8.65%) Retail
4 26 (7.49%) Telecoms
5 24 (6.92%) Advertising
6 22 (6.34%) Banking
7 13 (3.75%) French Language
8 11 (3.17%) Pharmaceutical
9 9 (2.59%) Electronics
9 9 (2.59%) Manufacturing
10 8 (2.31%) Publishing
11 7 (2.02%) Automotive
12 6 (1.73%) German Language
12 6 (1.73%) Italian Language
12 6 (1.73%) Spanish Language
13 5 (1.44%) Legal
13 5 (1.44%) Retail Banking
14 2 (0.58%) Law
14 2 (0.58%) Local Government
Job Titles
1 169 (48.70%) Data Scientist
2 92 (26.51%) Analyst
3 68 (19.60%) Senior Data Scientist
4 40 (11.53%) Machine Learning Scientist
5 34 (9.80%) Data Analyst
6 28 (8.07%) Consultant
7 26 (7.49%) Insight Analyst
8 17 (4.90%) Data Engineer
9 15 (4.32%) SQL Analyst
10 14 (4.03%) SQL Data Analyst
11 13 (3.75%) Junior
11 13 (3.75%) Senior Analyst
12 11 (3.17%) Analytics Consultant
12 11 (3.17%) Business Intelligence Analyst
12 11 (3.17%) Developer
13 10 (2.88%) Excel Analyst
14 9 (2.59%) Analytics Manager
14 9 (2.59%) Campaign Analyst
14 9 (2.59%) Hadoop Engineer
15 8 (2.31%) Data Consultant
Libraries, Frameworks & Software Standards
1 25 (7.20%) Natural Language Processing
2 13 (3.75%) .NET
2 13 (3.75%) scikit-learn
3 9 (2.59%) Web Services
4 8 (2.31%) HTML
4 8 (2.31%) Pandas
5 7 (2.02%) SparkR
6 6 (1.73%) .NET Framework
6 6 (1.73%) HTML5
7 5 (1.44%) NumPy
7 5 (1.44%) SciPy
8 4 (1.15%) D3.js
8 4 (1.15%) Kafka
9 2 (0.58%) Middleware
9 2 (0.58%) MLlib
9 2 (0.58%) Spring
10 1 (0.29%) Hibernate
10 1 (0.29%) J2EE
10 1 (0.29%) LAMP
10 1 (0.29%) Struts
Miscellaneous
1 156 (44.96%) Statistics
2 133 (38.33%) Analytical Skills
3 124 (35.73%) Mathematics
4 114 (32.85%) Algorithms
5 69 (19.88%) Computer Science
6 61 (17.58%) Visualisation
7 31 (8.93%) Physics
8 27 (7.78%) Social Media
9 24 (6.92%) Economics
10 21 (6.05%) Management Information System
11 20 (5.76%) Neural Network
12 16 (4.61%) Artificial Intelligence
12 16 (4.61%) Digital Media
13 12 (3.46%) Credit Risk
13 12 (3.46%) Data Structures
14 11 (3.17%) Online Games
14 11 (3.17%) Smart Meter
15 9 (2.59%) Applied Mathematics
15 9 (2.59%) Mobile App
16 8 (2.31%) Fintech
Operating Systems
1 12 (3.46%) Linux
2 3 (0.86%) Unix
Processes & Methodologies
1 253 (72.91%) Analytics
2 177 (51.01%) Machine Learning
3 109 (31.41%) Data Analytics
4 79 (22.77%) Data Analysis
5 70 (20.17%) Statistical Modelling
6 59 (17.00%) Business Intelligence
7 58 (16.71%) Statistical Analysis
8 48 (13.83%) Operations Research
9 35 (10.09%) Data Visualisation
9 35 (10.09%) Predictive Analytics
10 31 (8.93%) E-Commerce
11 30 (8.65%) Big Data Analytics
12 28 (8.07%) Data Management
13 27 (7.78%) Use Case
14 26 (7.49%) Bayesian Methods
15 25 (7.20%) Agile Software Development
16 21 (6.05%) Data Modelling
17 20 (5.76%) Marketing Analytics
18 19 (5.48%) Campaign Analysis
18 19 (5.48%) MapReduce
Programming Languages
1 237 (68.30%) SQL
2 174 (50.14%) R
3 172 (49.57%) Python
4 83 (23.92%) Java
5 53 (15.27%) MATLAB
6 52 (14.99%) Scala
7 30 (8.65%) C++
8 23 (6.63%) C
9 18 (5.19%) VBA
10 17 (4.90%) Ruby
11 13 (3.75%) Clojure
12 11 (3.17%) JavaScript
13 10 (2.88%) C#
14 8 (2.31%) Perl
14 8 (2.31%) VB
15 7 (2.02%) Julia
15 7 (2.02%) T-SQL
16 6 (1.73%) Go
17 4 (1.15%) Shell Script
18 3 (0.86%) PHP
Qualifications
1 125 (36.02%) Degree
2 73 (21.04%) PhD
3 4 (1.15%) Security Cleared
4 3 (0.86%) SC Cleared
5 2 (0.58%) SAS Certification
6 1 (0.29%) CIMA
6 1 (0.29%) Postgraduate
Quality Assurance & Compliance
1 6 (1.73%) Data Quality
2 4 (1.15%) QA
3 2 (0.58%) Basel II
4 1 (0.29%) SLA
System Software
1 6 (1.73%) Docker
Systems Management
1 2 (0.58%) EMC NetWorker
1 2 (0.58%) Puppet
2 1 (0.29%) Kubernetes
Vendors
1 39 (11.24%) Tableau
2 23 (6.63%) Google
3 18 (5.19%) Oracle
4 17 (4.90%) Microsoft
4 17 (4.90%) MicroStrategy
5 12 (3.46%) Netezza
6 11 (3.17%) SAP
7 9 (2.59%) Facebook
8 6 (1.73%) Actian
8 6 (1.73%) RapidMiner
8 6 (1.73%) Siebel
9 4 (1.15%) IBM
10 3 (0.86%) Alteryx
11 2 (0.58%) Adobe
11 2 (0.58%) Hortonworks
11 2 (0.58%) Minitab
11 2 (0.58%) MuleSoft
11 2 (0.58%) Teradata
12 1 (0.29%) Cognos
12 1 (0.29%) Omniture
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 18 hours ago
Stratford-Upon-Avon, Warwickshire
Parallel Consulting
Salary: £40000 - £50000 per annum
Posted: 9 hours ago
London
Parallel Consulting
Salary: £50000 - £55000 per annum
Posted: 9 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 17 hours ago
Maidenhead, Berkshire
Parallel Consulting
Salary: £50000 - £55000 per annum
Posted: 9 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum
Posted: 18 hours ago
London
Arrows Group
Salary: £0.00 - £55000 per annum
Posted: 2 days ago
City, London
Oliver James Associates
Salary: £45000 - £55000 per annum + a competitive benefits package
Posted: 4 days ago
London
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: 4 days ago
City, London
Oliver James Associates
Salary: £45000 - £55000 per annum + a competitive benefits package
Posted: 3 days ago
London
People Source Consulting
Salary: £35000 - £45000 per annum + 15% bonus and benefits package
Posted: 3 days ago
London
EY
Salary: Competitive
Posted: 9 days ago
London
HFG
Salary: £140000 - £190000 per annum
Posted: 14 days ago
Manchester, Lancashire
People Source Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: 3 days ago
London
Progressive Recruitment
Salary: competitive
Posted: 25 days ago