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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Predictive Modelling
UK
Rank 704 752 839
Rank change year-on-year
+48 +87
Permanent jobs citing Predictive Modelling 137 187 127
As % of all permanent IT jobs located in the UK 0.17% 0.18% 0.12%
As % of the Processes & Methodologies category 0.19% 0.21% 0.14%
Number of salaries quoted 110 158 107
Median salary £52,500 £60,000 £55,000
Median salary % change year-on-year
-12.50% +9.09%
90% offered a salary of more than £37,500 £36,400 £31,000
10% offered a salary of more than £85,500 £85,000 £72,500
UK excluding London median salary £45,000 £50,000 £42,500
% change year-on-year
-10.00% +17.64%

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
73636 90103 92424
As % of all permanent IT jobs located in the UK 88.79% 88.28% 86.67%
Number of salaries quoted 60524 74752 75526
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,250
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 25 February 2017 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 25 February 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
England +51 132 £52,500 -12.50% 21
London +27 70 £60,000 -4.00% 10
North West 0 16 £50,000 +11.11% 2
South East +73 14 £45,750 -8.50% 2
City of London +51 12 £56,250 +41.50% 2
Leicestershire - 11 £45,000 - 2
East Midlands - 11 £45,000 - 2
Manchester -20 10 £50,000 -9.09% 1
Yorkshire +39 9 £41,000 -18.00% 2
Leicester - 8 £45,000 - 1
South West +13 6 £47,750 +73.63%
Leeds +27 5 £35,000 -50.00% 1
West Yorkshire +22 5 £35,000 -50.00% 2
East of England +16 5 £52,500 +5.00% 2
Kent +21 4 £43,500 -3.33%
Norfolk -10 4 £56,625 +22.30% 1
Norwich -13 4 £56,625 +22.30% 1
Berkshire +53 3 £65,000 +8.33% 2
Cheshire +18 3 £52,500 +176.31% 1
Folkestone -4 3 £45,000 +12.50%
Somerset -6 3 £52,500 -6.66%
Merseyside - 3 £45,000 -
Surrey - 3 - -
Staines - 3 - -
Liverpool - 3 £45,000 -
North Yorkshire - 3 £41,000 -
Wiltshire +16 2 £43,000 +56.36%
Bath -1 2 £52,500 -6.66%
Swindon - 2 £43,000 -
Skipton - 2 £41,000 -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 25 February 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 with a requirement for Predictive Modelling.

1 164 (67.21%) SQL
2 148 (60.66%) R
3 133 (54.51%) Analytics
4 130 (53.28%) Analytical Skills
5 122 (50.00%) Python
6 101 (41.39%) Machine Learning
7 98 (40.16%) SAS
8 92 (37.70%) Big Data
8 92 (37.70%) Statistics
9 80 (32.79%) Mathematics
10 78 (31.97%) Marketing
11 76 (31.15%) Hadoop
12 63 (25.82%) PhD
13 60 (24.59%) Degree
14 57 (23.36%) SPSS
15 54 (22.13%) Finance
16 51 (20.90%) Data Mining
16 51 (20.90%) Algorithms
17 50 (20.49%) Apache Spark
17 50 (20.49%) Computer Science
17 50 (20.49%) Visualisation
18 49 (20.08%) Statistical Analysis
19 43 (17.62%) Business Intelligence
20 41 (16.80%) Statistical Modelling
20 41 (16.80%) Customer Segmentation
21 38 (15.57%) Agile Software Development
22 35 (14.34%) Customer Insight
23 34 (13.93%) Tableau
23 34 (13.93%) Data Visualisation
24 33 (13.52%) Data Analysis

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 98 (40.16%) SAS
2 50 (20.49%) Apache Spark
3 11 (4.51%) Apache Pig
4 5 (2.05%) SharePoint
5 3 (1.23%) Apache
5 3 (1.23%) Tornado
6 2 (0.82%) Elasticsearch
Applications
1 57 (23.36%) SPSS
2 26 (10.66%) MS Excel
3 13 (5.33%) MS Office
4 10 (4.10%) MS PowerPoint
5 7 (2.87%) SPSS Modeler
6 6 (2.46%) EViews
7 5 (2.05%) Stata
8 2 (0.82%) MS Visio
Business Applications
1 4 (1.64%) Data Workbench
2 2 (0.82%) SAP Oil and Gas
3 1 (0.41%) Eloqua
3 1 (0.41%) FastStats
3 1 (0.41%) Kissmetrics
3 1 (0.41%) Oracle Financials
Cloud Services
1 11 (4.51%) Amazon AWS
2 10 (4.10%) Google Analytics
3 7 (2.87%) Microsoft Azure
4 5 (2.05%) SaaS
5 3 (1.23%) Google Cloud Platform
6 2 (0.82%) Adobe Analytics
6 2 (0.82%) Heroku
7 1 (0.41%) Amazon EC2
7 1 (0.41%) Amazon Kinesis
7 1 (0.41%) Amazon S3
7 1 (0.41%) Amazon SQS
7 1 (0.41%) GitHub
7 1 (0.41%) Office 365
Communications & Networking
1 3 (1.23%) SMS
2 2 (0.82%) Internet
3 1 (0.41%) Symposium
Database & Business Intelligence
1 92 (37.70%) Big Data
2 76 (31.15%) Hadoop
3 51 (20.90%) Data Mining
4 29 (11.89%) NoSQL
5 28 (11.48%) Apache Hive
6 24 (9.84%) Relational Database
7 17 (6.97%) Apache Cassandra
8 14 (5.74%) QlikView
9 11 (4.51%) BusinessObjects
9 11 (4.51%) MongoDB
9 11 (4.51%) Spotfire
9 11 (4.51%) SQL Server
10 10 (4.10%) Amazon Redshift
11 9 (3.69%) Data Warehouse
12 8 (3.28%) MySQL
13 7 (2.87%) Text Mining
14 6 (2.46%) Power BI
15 4 (1.64%) HBase
15 4 (1.64%) Impala
15 4 (1.64%) KNIME
Development Applications
1 3 (1.23%) Git (software)
2 2 (0.82%) RStudio
General
1 78 (31.97%) Marketing
2 54 (22.13%) Finance
3 16 (6.56%) Games
3 16 (6.56%) Telecoms
4 15 (6.15%) Retail
5 11 (4.51%) Advertising
5 11 (4.51%) Banking
6 7 (2.87%) Pharmaceutical
7 6 (2.46%) Electronics
8 4 (1.64%) Retail Banking
9 3 (1.23%) Billing
9 3 (1.23%) Legal
10 2 (0.82%) Back Office
10 2 (0.82%) Investment Banking
10 2 (0.82%) Manufacturing
11 1 (0.41%) German Language
Job Titles
1 93 (38.11%) Data Scientist
2 89 (36.48%) Analyst
3 19 (7.79%) Insight Analyst
3 19 (7.79%) Senior Data Scientist
4 15 (6.15%) Data Analyst
5 14 (5.74%) Data Engineer
6 12 (4.92%) Consultant
7 11 (4.51%) Data Consultant
8 10 (4.10%) Junior
8 10 (4.10%) Marketing Analyst
9 9 (3.69%) Analytics Consultant
9 9 (3.69%) Analytics Manager
9 9 (3.69%) Senior Analyst
10 8 (3.28%) Developer
10 8 (3.28%) Machine Learning Scientist
10 8 (3.28%) SAS Analyst
11 7 (2.87%) Big Data Consultant
11 7 (2.87%) Business Intelligence Analyst
11 7 (2.87%) Data Modeller
11 7 (2.87%) Hadoop Consultant
Libraries, Frameworks & Software Standards
1 8 (3.28%) Natural Language Processing
2 7 (2.87%) .NET
3 6 (2.46%) HTML
3 6 (2.46%) scikit-learn
4 5 (2.05%) Pandas
5 4 (1.64%) CSS
5 4 (1.64%) D3.js
5 4 (1.64%) NumPy
5 4 (1.64%) Torch
6 3 (1.23%) Flask
7 2 (0.82%) AngularJS
7 2 (0.82%) J2EE
7 2 (0.82%) MLlib
7 2 (0.82%) SparkR
8 1 (0.41%) Django
8 1 (0.41%) HTML5
8 1 (0.41%) OAuth
8 1 (0.41%) SOAP
8 1 (0.41%) Velocity
8 1 (0.41%) XML
Miscellaneous
1 130 (53.28%) Analytical Skills
2 51 (20.90%) Algorithms
3 50 (20.49%) Computer Science
4 9 (3.69%) Data Structures
5 8 (3.28%) Credit Risk
5 8 (3.28%) Social Network
6 7 (2.87%) Social Media
7 6 (2.46%) User Experience
8 5 (2.05%) Fintech
8 5 (2.05%) Management Information System
9 3 (1.23%) Smartphone
10 2 (0.82%) Digital Media
10 2 (0.82%) Internet of Things
10 2 (0.82%) Life Science
10 2 (0.82%) Mobile Games
11 1 (0.41%) Biotechnology
11 1 (0.41%) Blog
11 1 (0.41%) Cybercrime
11 1 (0.41%) FMCG
11 1 (0.41%) Minimum Viable Product
Operating Systems
1 8 (3.28%) Unix
2 6 (2.46%) Linux
3 1 (0.41%) Windows
Processes & Methodologies
1 133 (54.51%) Analytics
2 101 (41.39%) Machine Learning
3 92 (37.70%) Statistics
4 80 (32.79%) Mathematics
5 50 (20.49%) Visualisation
6 49 (20.08%) Statistical Analysis
7 43 (17.62%) Business Intelligence
8 41 (16.80%) Customer Segmentation
8 41 (16.80%) Statistical Modelling
9 38 (15.57%) Agile Software Development
10 35 (14.34%) Customer Insight
11 34 (13.93%) Data Visualisation
12 33 (13.52%) Data Analysis
12 33 (13.52%) Data Analytics
13 29 (11.89%) Actionable Insight
14 27 (11.07%) Time Series Analysis
15 24 (9.84%) Data Modelling
15 24 (9.84%) Decision Tree
16 20 (8.20%) Predictive Analytics
17 19 (7.79%) Digital Marketing
Programming Languages
1 164 (67.21%) SQL
2 148 (60.66%) R
3 122 (50.00%) Python
4 32 (13.11%) Java
5 29 (11.89%) MATLAB
6 21 (8.61%) VBA
7 18 (7.38%) C++
8 15 (6.15%) C#
8 15 (6.15%) Scala
9 9 (3.69%) Shell Script
10 7 (2.87%) C
11 6 (2.46%) PL/SQL
12 5 (2.05%) JavaScript
13 4 (1.64%) Ruby
13 4 (1.64%) VB
14 3 (1.23%) Clojure
14 3 (1.23%) Julia
15 2 (0.82%) Perl
16 1 (0.41%) PHP
16 1 (0.41%) T-SQL
Qualifications
1 63 (25.82%) PhD
2 60 (24.59%) Degree
3 4 (1.64%) Postgraduate
Quality Assurance & Compliance
1 14 (5.74%) Data Quality
2 4 (1.64%) IFRS
2 4 (1.64%) IFRS 9
2 4 (1.64%) QA
3 2 (0.82%) Actionable Recommendations
System Software
1 3 (1.23%) HDFS
2 1 (0.41%) Docker
Systems Management
1 3 (1.23%) Oozie
2 1 (0.41%) Graphite
Vendors
1 34 (13.93%) Tableau
2 18 (7.38%) Oracle
3 14 (5.74%) Microsoft
4 13 (5.33%) Google
5 8 (3.28%) Cloudera
6 7 (2.87%) MapR
7 6 (2.46%) Adobe
8 5 (2.05%) Netezza
9 4 (1.64%) SAP
9 4 (1.64%) TIBCO
10 3 (1.23%) Alteryx
10 3 (1.23%) Cognos
10 3 (1.23%) Hortonworks
10 3 (1.23%) Marketo
10 3 (1.23%) MicroStrategy
10 3 (1.23%) RapidMiner
11 2 (0.82%) IBM
11 2 (0.82%) Salesforce.com
11 2 (0.82%) Teradata
12 1 (0.41%) TOWER Software
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 18 hours ago
City, London
Oscar
Salary: £25000 - £32000 per annum + Benefits
Posted: 3 days ago
Norwich, Norfolk
Hays Finance Technology
Salary: £30000.00 - £67000.00 per annum
Posted: 4 days ago
Enderby, Leicestershire
Next
Posted: 3 days ago
London
McGregor Boyall
Salary: £65000 - £85000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Hanover Recruitment
Salary: £70000.00 per annum + Bonus and Shares
Posted: 3 days ago
Leicester, Leicestershire
Emponics Ltd
Salary: to £40,000
Posted: 3 days ago
London
Eligo Recruitment Ltd
Salary: £50000 - £60000 per annum + Healthcare, Bonus package
Posted: 5 days ago
West Yorkshire
Parallel Consulting
Salary: £50000 - £60000 per annum + Generous bonus and benefits package
Posted: 5 days ago
South East London
Lawrence Harvey Enterprise
Salary: £28000.00 - £35000.00 per annum
Posted: 5 days ago
Greater Manchester
Verticality Ltd
Salary: £40000 - £45000 per annum
Posted: 5 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 5 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 5 days ago
London
Savvy Recruitment
Salary: £80,000 - £110,000 per year
Posted: 5 days ago
Coventry
Churchill Frank
Salary: £60000 - £70000 per annum
Posted: 7 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £50000.00 - £60000.00 per annum
Posted: 10 days ago
London
Bupa
Salary: £52000 - £75000 per annum + Benefits
Posted: 15 days ago
London
Robert Walters UK
Salary: £50000 - £65000 per annum
Posted: 26 days ago
Cheshire
Churchill Frank
Salary: £40000 - £70000 per annum + Bonus + Pension
Posted: 23 days ago
Leeds
Churchill Frank
Salary: £30000 - £45000 per annum + Bonus
Posted: 23 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £55000.00 per annum
Posted: 23 days ago