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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Predictive Modelling
UK / England
Rank 716 754 811
Rank change year-on-year
+38 +57
Permanent jobs citing Predictive Modelling 106 143 119
As % of all permanent IT jobs located in England 0.13% 0.15% 0.12%
As % of the Processes & Methodologies category 0.15% 0.17% 0.14%
Number of salaries quoted 80 120 99
Median salary £50,000 £60,000 £57,500
Median salary % change year-on-year
-16.66% +4.34%
90% offered a salary of more than £35,000 £32,500 £35,000
10% offered a salary of more than £67,750 £82,750 £68,000
UK excluding London median salary £45,000 £47,500 £49,500
% change year-on-year
-5.26% -4.04%

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
69474 82049 82909
As % of all permanent IT jobs located in England 88.16% 87.73% 86.04%
Number of salaries quoted 57643 69032 68875
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 18 January 2017.

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 18 January 2017. 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 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 +13 54 £57,500 -11.53% 10
South East +67 18 £52,500 -12.50%
North West -11 11 £52,500 +23.52% 1
Yorkshire - 9 £35,000 - 1
East Midlands - 8 £45,000 -
East of England +27 2 £47,925 +3.50% 3
South West +14 2 £60,000 +118.18%
West Midlands -14 2 £46,250 -28.84%
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 18 January 2017, 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.

1 154 (70.32%) SQL
2 129 (58.90%) R
2 129 (58.90%) Analytics
3 116 (52.97%) Analytical Skills
4 106 (48.40%) Python
5 94 (42.92%) Machine Learning
6 92 (42.01%) SAS
7 85 (38.81%) Big Data
8 84 (38.36%) Statistics
9 71 (32.42%) Marketing
10 60 (27.40%) Degree
11 58 (26.48%) SPSS
12 57 (26.03%) Mathematics
13 55 (25.11%) Hadoop
14 54 (24.66%) Finance
15 52 (23.74%) Data Mining
16 51 (23.29%) PhD
17 50 (22.83%) Apache Spark
17 50 (22.83%) Algorithms
18 49 (22.37%) Statistical Analysis
19 44 (20.09%) Business Intelligence
20 40 (18.26%) Agile Software Development
21 39 (17.81%) Computer Science
22 37 (16.89%) Visualisation
23 35 (15.98%) Customer Segmentation
24 34 (15.53%) Data Analytics
25 33 (15.07%) Statistical Modelling
25 33 (15.07%) Data Analysis
26 32 (14.61%) Java
27 31 (14.16%) Customer Insight

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 92 (42.01%) SAS
2 50 (22.83%) Apache Spark
3 14 (6.39%) Apache Pig
4 6 (2.74%) SharePoint
5 2 (0.91%) Apache
5 2 (0.91%) Elasticsearch
6 1 (0.46%) IPython
6 1 (0.46%) Jupyter
Applications
1 58 (26.48%) SPSS
2 14 (6.39%) MS Excel
3 10 (4.57%) MS PowerPoint
4 7 (3.20%) MS Office
5 5 (2.28%) EViews
6 4 (1.83%) Stata
7 2 (0.91%) CPLEX
7 2 (0.91%) MS Visio
Business Applications
1 4 (1.83%) Data Workbench
1 4 (1.83%) SAP Oil and Gas
2 2 (0.91%) Oracle Financials
3 1 (0.46%) Eloqua
3 1 (0.46%) FastStats
Cloud Services
1 11 (5.02%) Google Analytics
2 8 (3.65%) Amazon AWS
3 7 (3.20%) Microsoft Azure
4 5 (2.28%) SaaS
5 3 (1.37%) Adobe Analytics
5 3 (1.37%) Google Cloud Platform
6 2 (0.91%) Amazon EC2
6 2 (0.91%) Amazon Kinesis
6 2 (0.91%) Heroku
6 2 (0.91%) Office 365
7 1 (0.46%) AdWords
7 1 (0.46%) Amazon S3
7 1 (0.46%) Amazon SQS
7 1 (0.46%) AWS Elastic Beanstalk
7 1 (0.46%) GitHub
7 1 (0.46%) Google Tag Manager
Communications & Networking
1 3 (1.37%) SMS
2 2 (0.91%) Internet
Database & Business Intelligence
1 85 (38.81%) Big Data
2 55 (25.11%) Hadoop
3 52 (23.74%) Data Mining
4 22 (10.05%) Apache Hive
5 21 (9.59%) Relational Database
6 19 (8.68%) NoSQL
7 13 (5.94%) QlikView
8 12 (5.48%) Apache Cassandra
9 11 (5.02%) BusinessObjects
10 10 (4.57%) Data Warehouse
11 9 (4.11%) Amazon Redshift
11 9 (4.11%) MongoDB
12 8 (3.65%) MySQL
12 8 (3.65%) Spotfire
13 6 (2.74%) Power BI
13 6 (2.74%) SQL Server
13 6 (2.74%) SQL Server Reporting Services
14 4 (1.83%) HBase
14 4 (1.83%) SQL Server Integration Services
14 4 (1.83%) Sqoop
General
1 71 (32.42%) Marketing
2 54 (24.66%) Finance
3 14 (6.39%) Retail
4 13 (5.94%) Games
5 12 (5.48%) Telecoms
6 11 (5.02%) Advertising
7 10 (4.57%) Banking
8 8 (3.65%) Electronics
9 4 (1.83%) Automotive
9 4 (1.83%) French Language
9 4 (1.83%) Manufacturing
9 4 (1.83%) Pharmaceutical
9 4 (1.83%) Retail Banking
10 3 (1.37%) Legal
11 2 (0.91%) Investment Banking
11 2 (0.91%) Local Government
11 2 (0.91%) Publishing
12 1 (0.46%) Law
Job Titles
1 84 (38.36%) Analyst
2 82 (37.44%) Data Scientist
3 18 (8.22%) Data Analyst
4 15 (6.85%) Insight Analyst
4 15 (6.85%) Senior Data Scientist
5 14 (6.39%) SAS Analyst
6 12 (5.48%) Consultant
6 12 (5.48%) Machine Learning Scientist
7 10 (4.57%) Data Consultant
7 10 (4.57%) Junior
8 9 (4.11%) Analytics Manager
8 9 (4.11%) Data Engineer
8 9 (4.11%) Marketing Analyst
9 8 (3.65%) Analytics Consultant
9 8 (3.65%) Developer
9 8 (3.65%) Senior Analyst
10 7 (3.20%) Big Data Consultant
10 7 (3.20%) Business Intelligence Lead
10 7 (3.20%) Customer Analyst
10 7 (3.20%) Hadoop Consultant
Libraries, Frameworks & Software Standards
1 7 (3.20%) .NET
1 7 (3.20%) HTML
2 6 (2.74%) CSS
2 6 (2.74%) Natural Language Processing
3 4 (1.83%) Torch
4 2 (0.91%) AngularJS
4 2 (0.91%) D3.js
4 2 (0.91%) MLlib
4 2 (0.91%) scikit-learn
5 1 (0.46%) Backbone.js
5 1 (0.46%) HTML5
5 1 (0.46%) Keras
5 1 (0.46%) KnockoutJS
5 1 (0.46%) Pandas
5 1 (0.46%) PyMC3
5 1 (0.46%) React
5 1 (0.46%) SparkR
5 1 (0.46%) Theano
5 1 (0.46%) Velocity
5 1 (0.46%) XGBoost
Miscellaneous
1 116 (52.97%) Analytical Skills
2 84 (38.36%) Statistics
3 57 (26.03%) Mathematics
4 50 (22.83%) Algorithms
5 39 (17.81%) Computer Science
6 37 (16.89%) Visualisation
7 21 (9.59%) Economics
8 19 (8.68%) Physics
9 11 (5.02%) Data Extraction
9 11 (5.02%) Neural Network
10 10 (4.57%) Data Structures
11 9 (4.11%) Credit Risk
12 8 (3.65%) Artificial Intelligence
12 8 (3.65%) Social Media
13 6 (2.74%) Applied Mathematics
14 4 (1.83%) Digital Media
14 4 (1.83%) Fintech
14 4 (1.83%) User Experience
15 3 (1.37%) FMCG
16 2 (0.91%) Internet of Things
Operating Systems
1 9 (4.11%) Unix
2 5 (2.28%) Linux
3 1 (0.46%) Windows
Processes & Methodologies
1 129 (58.90%) Analytics
2 94 (42.92%) Machine Learning
3 49 (22.37%) Statistical Analysis
4 44 (20.09%) Business Intelligence
5 40 (18.26%) Agile Software Development
6 35 (15.98%) Customer Segmentation
7 34 (15.53%) Data Analytics
8 33 (15.07%) Data Analysis
8 33 (15.07%) Statistical Modelling
9 31 (14.16%) Customer Insight
10 25 (11.42%) Actionable Insight
11 24 (10.96%) Operations Research
12 22 (10.05%) Time Series Analysis
13 21 (9.59%) Data Visualisation
14 20 (9.13%) Digital Marketing
14 20 (9.13%) Predictive Analytics
15 18 (8.22%) Data Modelling
16 15 (6.85%) Validation
17 14 (6.39%) Cluster Analysis
17 14 (6.39%) Deep Learning
Programming Languages
1 154 (70.32%) SQL
2 129 (58.90%) R
3 106 (48.40%) Python
4 32 (14.61%) Java
5 25 (11.42%) MATLAB
6 23 (10.50%) VBA
7 18 (8.22%) Scala
8 16 (7.31%) C++
9 14 (6.39%) C#
10 10 (4.57%) Shell Script
11 7 (3.20%) C
12 6 (2.74%) JavaScript
12 6 (2.74%) PL/SQL
12 6 (2.74%) Ruby
13 5 (2.28%) Clojure
14 3 (1.37%) Julia
14 3 (1.37%) T-SQL
15 2 (0.91%) Perl
16 1 (0.46%) PHP
Qualifications
1 60 (27.40%) Degree
2 51 (23.29%) PhD
3 5 (2.28%) Postgraduate
Quality Assurance & Compliance
1 13 (5.94%) Data Quality
2 2 (0.91%) QA
3 1 (0.46%) Actionable Recommendations
System Software
1 2 (0.91%) Docker
Systems Management
1 2 (0.91%) Oozie
Vendors
1 24 (10.96%) Tableau
2 14 (6.39%) Google
3 12 (5.48%) Oracle
4 10 (4.57%) SAP
5 7 (3.20%) Adobe
5 7 (3.20%) Netezza
6 6 (2.74%) MapR
6 6 (2.74%) Microsoft
7 4 (1.83%) TIBCO
8 3 (1.37%) Alteryx
8 3 (1.37%) Cognos
8 3 (1.37%) Marketo
8 3 (1.37%) MicroStrategy
8 3 (1.37%) RapidMiner
9 2 (0.91%) Cloudera
9 2 (0.91%) Salesforce.com
9 2 (0.91%) Teradata
10 1 (0.46%) Intel
10 1 (0.46%) Minitab
10 1 (0.46%) TOWER Software
Norwich, Norfolk
HAYS INFORMATION TECHNOLOGY
Salary: £67400.00 per annum
Posted: 2 days ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Hanover IT Recruitment
Salary: plus bonus and benefits
Posted: 10 hours ago
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 3 days ago
Leeds
Churchill Frank
Salary: £30000 - £40000 per annum + Bonus
Posted: 2 days ago
Kingston Upon Thames, Surrey
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 2 days ago
Manchester, Lancashire
Robert Walters
Salary: £45000 - £55000 per annum
Posted: 5 days ago
West London
Michael Page Technology
Salary: £45000 - £50000 per annum + Benefits
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £100,000 Base, exceptional bonus package and benefits
Posted: 5 days ago
Norwich
Churchill Frank
Salary: £30000 - £60000 per annum + Bonus
Posted: 12 days ago
London
Bupa
Salary: £40000 - £70000 per annum
Posted: 13 days ago