The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 747 852 847
Rank change year-on-year
+105 -5
Permanent jobs citing Predictive Modelling 171 123 146
As % of all permanent IT jobs located in the UK 0.17% 0.11% 0.12%
As % of the Processes & Methodologies category 0.20% 0.13% 0.15%
Number of salaries quoted 156 84 106
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 £30,000 £34,846 £48,250
10% offered a salary of more than £81,250 £74,250 £80,000
UK excluding London median salary £40,000 £41,250 £50,000
% change year-on-year
-3.03% -17.50%

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
86057 95763 100141
As % of all permanent IT jobs located in the UK 87.87% 87.26% 85.38%
Number of salaries quoted 71845 78422 80737
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 £32,000 £31,000
10% offered a salary of more than £77,500 £72,500 £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

The demand trend of job ads citing Predictive Modelling as a proportion of all IT jobs with a match in 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 29 July 2016 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 median salaries quoted in IT jobs citing Predictive Modelling within the UK over the 3 months to 29 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
England +83 167 £52,500 -8.69% 21
London +111 123 £60,000 - 14
City of London - 16 £46,750 - 5
Yorkshire +41 12 £26,000 -42.22% 3
West Midlands - 12 £45,000 -
West Yorkshire - 12 £26,000 - 3
Leeds - 11 £26,000 - 3
South East +14 9 £52,500 +27.27% 2
Warwickshire - 9 £50,000 -
Warwick - 7 £50,000 -
Berkshire +3 5 £52,500 +50.00% 1
North West -15 4 £37,500 +7.14% 1
Maidenhead - 4 £52,500 -
Scotland +11 3 £37,500 +19.04% 1
Edinburgh - 3 £37,500 - 1
Bristol - 3 £31,000 - 1
Birmingham - 3 £42,500 -
South West - 3 £31,000 - 1
Manchester +4 2 £40,000 +14.28% 1
Merseyside - 2 £35,000 -
Liverpool - 2 £35,000 -
Wimbledon - 2 £47,500 -
Oxford - 2 £65,000 -
Stratford-upon-Avon - 2 £45,000 -
Oxfordshire - 2 £65,000 -
East of England +35 1 £65,500 -
Surrey +24 1 - - 1
East Midlands +4 1 £45,000 -13.46%
Buckinghamshire - 1 £38,000 -
Bromley - 1 - -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 29 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 with a requirement for Predictive Modelling.

1 247 (70.98%) SQL
2 246 (70.69%) Analytics
3 183 (52.59%) Machine Learning
4 178 (51.15%) Python
5 162 (46.55%) R
6 159 (45.69%) Statistics
7 141 (40.52%) Data Mining
8 140 (40.23%) Big Data
9 133 (38.22%) Analytical Skills
10 130 (37.36%) SAS
11 125 (35.92%) Degree
12 123 (35.34%) Marketing
13 121 (34.77%) Mathematics
14 116 (33.33%) Data Analytics
15 108 (31.03%) Algorithms
16 95 (27.30%) Hadoop
17 88 (25.29%) Finance
18 82 (23.56%) Java
19 79 (22.70%) PhD
20 77 (22.13%) Apache Spark
21 71 (20.40%) Data Analysis
22 66 (18.97%) Computer Science
23 65 (18.68%) Statistical Modelling
24 61 (17.53%) Business Intelligence
25 57 (16.38%) Visualisation
26 56 (16.09%) Statistical Analysis
27 54 (15.52%) SPSS
28 52 (14.94%) Operations Research
29 50 (14.37%) Scala
30 49 (14.08%) MATLAB

Predictive Modelling
Top Related IT Skills 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
1 130 (37.36%) SAS
2 77 (22.13%) Apache Spark
3 13 (3.74%) Apache
3 13 (3.74%) Apache Pig
4 4 (1.15%) IPython
4 4 (1.15%) Jupyter
5 2 (0.57%) Elasticsearch
5 2 (0.57%) SharePoint
6 1 (0.29%) Apache Solr
6 1 (0.29%) JBoss
6 1 (0.29%) Skype for Business
6 1 (0.29%) Tomcat
6 1 (0.29%) WebLogic
Applications
1 54 (15.52%) SPSS
2 12 (3.45%) MS PowerPoint
3 11 (3.16%) MS Excel
4 5 (1.44%) Spreadsheet
5 2 (0.57%) MS Office
5 2 (0.57%) S-PLUS
Business Applications
1 8 (2.30%) 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 18 (5.17%) Amazon AWS
2 15 (4.31%) Google Analytics
3 12 (3.45%) Amazon EC2
4 8 (2.30%) Amazon S3
4 8 (2.30%) AWS Elastic Beanstalk
5 7 (2.01%) Amazon ELB
6 3 (0.86%) GitHub
7 2 (0.57%) Cloud Computing
7 2 (0.57%) Google Cloud Platform
7 2 (0.57%) Microsoft Azure
7 2 (0.57%) Office 365
8 1 (0.29%) AdWords
8 1 (0.29%) Amazon EMR
8 1 (0.29%) Amazon Kinesis
8 1 (0.29%) Heroku
8 1 (0.29%) PaaS
8 1 (0.29%) SaaS
8 1 (0.29%) SmartFocus
Communications & Networking
1 18 (5.17%) Internet
2 9 (2.59%) SMS
3 8 (2.30%) ATM
4 2 (0.57%) 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
1 141 (40.52%) Data Mining
2 140 (40.23%) Big Data
3 95 (27.30%) Hadoop
4 44 (12.64%) NoSQL
5 35 (10.06%) Apache Cassandra
5 35 (10.06%) Relational Database
6 26 (7.47%) Apache Hive
7 25 (7.18%) SQL Server
8 20 (5.75%) Data Warehouse
9 18 (5.17%) Amazon Redshift
10 17 (4.89%) QlikView
11 12 (3.45%) Text Mining
12 11 (3.16%) PostgreSQL
13 9 (2.59%) MongoDB
14 8 (2.30%) MySQL
14 8 (2.30%) RDBMS
15 7 (2.01%) Azkaban
15 7 (2.01%) HBase
15 7 (2.01%) SQL Server Reporting Services
16 6 (1.72%) Base SAS
Development Applications
1 2 (0.57%) Jenkins
2 1 (0.29%) Talend Open Studio
2 1 (0.29%) Vagrant
General
1 123 (35.34%) Marketing
2 88 (25.29%) Finance
3 32 (9.20%) Games
4 27 (7.76%) Retail
5 25 (7.18%) Advertising
5 25 (7.18%) Telecoms
6 16 (4.60%) Banking
7 14 (4.02%) French Language
8 12 (3.45%) Publishing
9 11 (3.16%) Pharmaceutical
10 9 (2.59%) Automotive
11 8 (2.30%) Electronics
11 8 (2.30%) Manufacturing
12 5 (1.44%) German Language
12 5 (1.44%) Italian Language
12 5 (1.44%) Legal
12 5 (1.44%) Spanish Language
13 4 (1.15%) Retail Banking
14 3 (0.86%) Law
15 2 (0.57%) Local Government
Job Titles
1 167 (47.99%) Data Scientist
2 97 (27.87%) Analyst
3 61 (17.53%) Senior Data Scientist
4 44 (12.64%) Machine Learning Scientist
5 32 (9.20%) Data Analyst
6 29 (8.33%) Insight Analyst
7 22 (6.32%) Consultant
8 18 (5.17%) Junior
9 16 (4.60%) Data Engineer
10 14 (4.02%) Developer
10 14 (4.02%) Senior Analyst
11 12 (3.45%) SAS Analyst
11 12 (3.45%) SQL Analyst
12 11 (3.16%) Business Intelligence Analyst
12 11 (3.16%) SQL Data Analyst
13 10 (2.87%) Analytics Consultant
14 9 (2.59%) Campaign Analyst
14 9 (2.59%) Excel Analyst
14 9 (2.59%) Junior Data Scientist
15 8 (2.30%) Data Manager
Libraries, Frameworks & Software Standards
1 25 (7.18%) Natural Language Processing
2 13 (3.74%) scikit-learn
3 10 (2.87%) Web Services
4 9 (2.59%) .NET
5 7 (2.01%) SparkR
6 5 (1.44%) D3.js
6 5 (1.44%) Pandas
7 4 (1.15%) HTML
7 4 (1.15%) NumPy
7 4 (1.15%) SciPy
8 2 (0.57%) .NET Framework
8 2 (0.57%) HTML5
8 2 (0.57%) Middleware
8 2 (0.57%) Spring
9 1 (0.29%) Hibernate
9 1 (0.29%) J2EE
9 1 (0.29%) LAMP
9 1 (0.29%) Node.js
9 1 (0.29%) Struts
9 1 (0.29%) WebSockets
Miscellaneous
1 159 (45.69%) Statistics
2 133 (38.22%) Analytical Skills
3 121 (34.77%) Mathematics
4 108 (31.03%) Algorithms
5 66 (18.97%) Computer Science
6 57 (16.38%) Visualisation
7 40 (11.49%) Physics
8 24 (6.90%) Economics
9 23 (6.61%) Neural Network
10 19 (5.46%) Social Media
11 14 (4.02%) Credit Risk
12 12 (3.45%) Artificial Intelligence
12 12 (3.45%) Management Information System
13 11 (3.16%) Data Structures
13 11 (3.16%) Online Games
13 11 (3.16%) Smart Meter
14 8 (2.30%) Mobile App
15 7 (2.01%) Digital Media
15 7 (2.01%) Fintech
15 7 (2.01%) Life Science
Operating Systems
1 8 (2.30%) Linux
2 3 (0.86%) Unix
Processes & Methodologies
1 246 (70.69%) Analytics
2 183 (52.59%) Machine Learning
3 116 (33.33%) Data Analytics
4 71 (20.40%) Data Analysis
5 65 (18.68%) Statistical Modelling
6 61 (17.53%) Business Intelligence
7 56 (16.09%) Statistical Analysis
8 52 (14.94%) Operations Research
9 45 (12.93%) Actionable Insight
10 34 (9.77%) Big Data Analytics
11 32 (9.20%) Data Visualisation
12 29 (8.33%) Predictive Analytics
13 27 (7.76%) E-Commerce
14 26 (7.47%) Bayesian Methods
15 25 (7.18%) Agile Software Development
16 23 (6.61%) Data Modelling
17 22 (6.32%) MapReduce
18 21 (6.03%) Data Management
19 20 (5.75%) Data Munging
19 20 (5.75%) Use Case
Programming Languages
1 247 (70.98%) SQL
2 178 (51.15%) Python
3 162 (46.55%) R
4 82 (23.56%) Java
5 50 (14.37%) Scala
6 49 (14.08%) MATLAB
7 31 (8.91%) C++
8 20 (5.75%) VBA
9 19 (5.46%) C
10 16 (4.60%) Ruby
11 14 (4.02%) Clojure
12 8 (2.30%) VB
13 7 (2.01%) Go
13 7 (2.01%) JavaScript
13 7 (2.01%) Perl
13 7 (2.01%) T-SQL
14 6 (1.72%) Julia
15 5 (1.44%) C#
16 3 (0.86%) Shell Script
17 2 (0.57%) VB.NET
Qualifications
1 125 (35.92%) Degree
2 79 (22.70%) PhD
3 4 (1.15%) Security Cleared
4 3 (0.86%) SC Cleared
5 2 (0.57%) SAS Certification
6 1 (0.29%) CIMA
6 1 (0.29%) Postgraduate
Quality Assurance & Compliance
1 7 (2.01%) Data Quality
2 4 (1.15%) QA
3 1 (0.29%) Actionable Recommendations
3 1 (0.29%) Basel II
3 1 (0.29%) SLA
System Software
1 8 (2.30%) Docker
Systems Management
1 2 (0.57%) Puppet
2 1 (0.29%) EMC NetWorker
2 1 (0.29%) Kubernetes
Vendors
1 35 (10.06%) Tableau
2 23 (6.61%) Google
3 17 (4.89%) MicroStrategy
4 15 (4.31%) Oracle
5 13 (3.74%) Microsoft
6 12 (3.45%) Netezza
6 12 (3.45%) SAP
7 9 (2.59%) Facebook
8 6 (1.72%) Siebel
9 4 (1.15%) Alteryx
9 4 (1.15%) IBM
10 3 (0.86%) Pega
10 3 (0.86%) RapidMiner
11 2 (0.57%) Actian
11 2 (0.57%) Adobe
11 2 (0.57%) Minitab
11 2 (0.57%) MuleSoft
11 2 (0.57%) Teradata
12 1 (0.29%) Cognos
12 1 (0.29%) Omniture
London
McGregor Boyall
Salary: £70000 - £75000 per annum
Posted: 8 hours ago
Edinburgh
Real Staffing
Salary: £36000 per annum + competitive benefits
Posted: Yesterday
Slough, Berkshire
Telefonica UK Limited
Posted: 16 hours ago
Isle of Man
Orbis Consultants Limited
Posted: 2 days ago
Bristol, Avon
Big Wednesday Digital Ltd
Salary: £75000 - £150000 per annum + Negotiable
Posted: 4 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Big Wednesday Digital Ltd
Salary: £35000 - £55000 per annum + Negotiable
Posted: 4 days ago
London
People Source Consulting
Salary: £35000 - £45000 per annum + Bonus and benefits package
Posted: 3 days ago
London
People Source Consulting
Salary: £60000 - £70000 per annum + Bonus and benefits package
Posted: 3 days ago
London
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 8 days ago
London
Huxley
Salary: £55000 - £65000 per annum + Package
Posted: 15 days ago
London
Huxley
Salary: £60000 - £65000 per annum + Benefits
Posted: 23 days ago
Manchester, Lancashire
People Source Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: 4 days ago
Richmond, Surrey
EYC Symphony
Salary: From £45,000 to £55,000 per annum Up to 10% Bonus, Private Healthcare,
Posted: 11 days ago
City of London
Huxley
Salary: £65000 per annum + Package
Posted: 24 days ago
City, London
Harrington Starr
Salary: £50000 - £65000 per annum + Benefits + Bonus
Posted: 6 days ago
London
PwC
Salary: Market related
Posted: 24 days ago