The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Predictive Analytics
UK
Rank 697 726 848
Rank change year-on-year
+29 +122
Permanent jobs citing Predictive Analytics 148 222 95
As % of all permanent IT jobs located in the UK 0.18% 0.22% 0.091%
As % of the Processes & Methodologies category 0.20% 0.25% 0.11%
Number of salaries quoted 123 203 84
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £40,500 £42,500 £40,000
10% offered a salary of more than £82,434 £90,000 £85,000
UK excluding London median salary £55,000 £55,000 £55,000

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
73988 87832 90309
As % of all permanent IT jobs located in the UK 88.12% 87.69% 86.05%
Number of salaries quoted 60898 73039 74561
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 £31,000
10% offered a salary of more than £76,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Analytics
Jobs Demand Trend

The demand trend of job ads citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in the UK

Predictive Analytics
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics within the UK.

Predictive Analytics Salary Trend in the UK

Predictive Analytics
Salary Histogram

This chart provides a salary histogram for IT jobs citing Predictive Analytics over the 3 months to 19 January 2017 within the UK.

Predictive Analytics Salary Histogram in the UK

Predictive Analytics
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 Analytics within the UK over the 3 months to 19 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
England -6 133 £57,500 -4.16% 12
London +8 82 £65,000 -10.34% 7
South East +24 15 £63,750 +24.39% 3
South West 0 15 £82,434 +43.36%
Scotland +30 12 £47,500 -17.39%
Edinburgh +18 12 £47,500 -17.39%
Bristol - 11 £82,434 -
North West -12 8 £37,500 +25.00%
East Midlands - 8 £37,500 -
City of London +36 7 £65,000 -10.34% 2
Sussex - 5 £65,000 -
Surrey +35 4 £55,000 -33.33% 2
Warrington - 4 £37,500 -
Cheshire - 4 £37,500 -
Somerset - 4 £50,000 -
East of England +20 3 £55,000 +18.79% 1
Manchester -25 3 £57,500 +91.66%
Crawley - 3 £65,000 -
West Sussex - 3 £65,000 -
Yorkshire - 2 £37,500 - 1
Sheffield - 2 £37,500 -
Buckinghamshire - 2 £55,000 -
Cambridgeshire - 2 £57,500 - 1
South Yorkshire - 2 £37,500 -
High Wycombe - 2 £55,000 -
Cambridge - 2 £57,500 - 1
Hampshire +18 1 £45,000 -25.00% 1
Godalming +7 1 - -
Norfolk -10 1 £45,850 -0.97%
Norwich -13 1 £45,850 -0.97%

Predictive Analytics
Top 30 Related IT Skills

For the 6 months to 19 January 2017, IT jobs citing Predictive Analytics 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 Analytics.

1 330 (100.00%) Analytics
2 234 (70.91%) Big Data
3 186 (56.36%) Business Intelligence
4 151 (45.76%) Machine Learning
5 125 (37.88%) Python
6 123 (37.27%) SQL
7 94 (28.48%) Data Warehouse
8 91 (27.58%) Agile Software Development
9 90 (27.27%) R
10 88 (26.67%) C#
11 87 (26.36%) Microsoft Azure
12 85 (25.76%) Visualisation
12 85 (25.76%) Java
13 82 (24.85%) Analytical Skills
14 78 (23.64%) Finance
15 74 (22.42%) ETL
16 65 (19.70%) Tableau
17 64 (19.39%) Hadoop
17 64 (19.39%) Degree
18 59 (17.88%) SQL Server
18 59 (17.88%) Performance Management
19 58 (17.58%) .NET
20 57 (17.27%) Microsoft
20 57 (17.27%) Power BI
21 55 (16.67%) Data Visualisation
21 55 (16.67%) Retail
22 53 (16.06%) Data Modelling
22 53 (16.06%) Data Analytics
23 52 (15.76%) SQL Server Integration Services
24 51 (15.45%) SQL Server Reporting Services

Predictive Analytics
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 50 (15.15%) SAS
2 43 (13.03%) Apache Spark
3 23 (6.97%) Apache
4 19 (5.76%) SharePoint
5 11 (3.33%) Apache Pig
6 8 (2.42%) ArcGIS
6 8 (2.42%) BizTalk Server
7 3 (0.91%) Apache Solr
7 3 (0.91%) Confluence
8 2 (0.61%) Elasticsearch
8 2 (0.61%) JBoss
8 2 (0.61%) OpenStack
9 1 (0.30%) Oracle SOA Suite
Applications
1 38 (11.52%) SPSS
2 35 (10.61%) MS Excel
3 16 (4.85%) MS PowerPoint
4 3 (0.91%) MS Office
Business Applications
1 9 (2.73%) Hyperion Enterprise
2 8 (2.42%) SAP CRM
3 4 (1.21%) HFM
3 4 (1.21%) Hyperion Planning
3 4 (1.21%) Oracle HRMS
3 4 (1.21%) SAP Oil and Gas
4 1 (0.30%) Oracle BPM
Cloud Services
1 87 (26.36%) Microsoft Azure
2 42 (12.73%) Amazon AWS
2 42 (12.73%) PaaS
3 38 (11.52%) Cloud Computing
4 31 (9.39%) Google Cloud Platform
5 14 (4.24%) IaaS
6 11 (3.33%) Data Lake Analytics
7 10 (3.03%) SaaS
8 7 (2.12%) Azure Machine Learning
9 4 (1.21%) Amazon Kinesis
9 4 (1.21%) Taleo
10 3 (0.91%) Amazon EC2
10 3 (0.91%) Amazon S3
11 2 (0.61%) Amazon EMR
12 1 (0.30%) Adobe Analytics
12 1 (0.30%) Google Analytics
12 1 (0.30%) Office 365
Communications & Networking
1 9 (2.73%) Internet
2 2 (0.61%) ATM
2 2 (0.61%) HTTP
3 1 (0.30%) LAN
3 1 (0.30%) TCP/IP
3 1 (0.30%) WAN
3 1 (0.30%) Wireless
Database & Business Intelligence
1 234 (70.91%) Big Data
2 94 (28.48%) Data Warehouse
3 64 (19.39%) Hadoop
4 59 (17.88%) SQL Server
5 57 (17.27%) Power BI
6 52 (15.76%) SQL Server Integration Services
7 51 (15.45%) SQL Server Reporting Services
8 48 (14.55%) SQL Server Analysis Services
9 43 (13.03%) NoSQL
10 39 (11.82%) QlikView
11 37 (11.21%) Relational Database
12 32 (9.70%) RDBMS
13 31 (9.39%) HDInsight
14 23 (6.97%) Data Mining
15 21 (6.36%) SQL Server 2016
16 20 (6.06%) Apache Hive
17 16 (4.85%) BusinessObjects
18 15 (4.55%) Oracle Database
19 14 (4.24%) Data Lake
20 13 (3.94%) SQL Server 2012
Development Applications
1 14 (4.24%) Visual Studio
2 7 (2.12%) JIRA
3 4 (1.21%) ERwin
4 3 (0.91%) Apache Continuum
4 3 (0.91%) Git (software)
5 2 (0.61%) Jenkins
5 2 (0.61%) Subversion
5 2 (0.61%) Visual Studio Tools for Office
6 1 (0.30%) SQL Server Management Studio (SSMS)
General
1 78 (23.64%) Finance
2 55 (16.67%) Retail
3 42 (12.73%) Marketing
4 27 (8.18%) Banking
5 13 (3.94%) Telecoms
6 9 (2.73%) Manufacturing
7 8 (2.42%) Games
8 7 (2.12%) Investment Banking
9 4 (1.21%) Advertising
9 4 (1.21%) Electronics
10 2 (0.61%) Front Office
10 2 (0.61%) Pharmaceutical
Job Titles
1 72 (21.82%) Consultant
2 50 (15.15%) Architect
3 47 (14.24%) Data Scientist
4 41 (12.42%) Analyst
5 35 (10.61%) Developer
6 27 (8.18%) Analytics Consultant
7 26 (7.88%) Data Architect
8 25 (7.58%) Business Intelligence Consultant
9 23 (6.97%) Software Engineer
9 23 (6.97%) Solutions Architect
10 22 (6.67%) Analytics Manager
11 21 (6.36%) Senior Software Engineer
12 19 (5.76%) Business Consultant
13 16 (4.85%) Business Intelligence Analyst
14 15 (4.55%) Microsoft Developer
15 14 (4.24%) Business Intelligence Developer
16 13 (3.94%) Data Consultant
16 13 (3.94%) Digital Architect
16 13 (3.94%) Digital Solutions Architect
17 12 (3.64%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 58 (17.58%) .NET
2 29 (8.79%) Apache Flex
3 27 (8.18%) REST
4 20 (6.06%) HTML
5 19 (5.76%) CSS
6 13 (3.94%) JDBC
7 12 (3.64%) Hibernate
7 12 (3.64%) Spring
7 12 (3.64%) Struts
8 8 (2.42%) Natural Language Processing
9 7 (2.12%) D3.js
9 7 (2.12%) Web Services
10 6 (1.82%) MDX
11 5 (1.52%) RESTful
12 4 (1.21%) ASP.NET
12 4 (1.21%) ASP.NET MVC
12 4 (1.21%) ASP.NET MVC 4
12 4 (1.21%) Flask
12 4 (1.21%) Kafka
12 4 (1.21%) WPF
Miscellaneous
1 85 (25.76%) Visualisation
2 82 (24.85%) Analytical Skills
3 38 (11.52%) Algorithms
4 37 (11.21%) Computer Science
4 37 (11.21%) Mathematics
5 33 (10.00%) Credit Risk
6 30 (9.09%) Blockchain
7 23 (6.97%) Statistics
8 22 (6.67%) Enterprise Software
9 19 (5.76%) Physics
10 16 (4.85%) Management Information System
11 12 (3.64%) Mobile App
12 11 (3.33%) Informatics
12 11 (3.33%) Neural Network
12 11 (3.33%) NHS
13 10 (3.03%) User Experience
14 9 (2.73%) Artificial Intelligence
15 8 (2.42%) Internet of Things
15 8 (2.42%) Taxonomies
16 7 (2.12%) Data Integration
Operating Systems
1 38 (11.52%) Linux
2 34 (10.30%) Windows
3 3 (0.91%) Unix
4 1 (0.30%) Android
4 1 (0.30%) Apple iOS
Processes & Methodologies
1 330 (100.00%) Analytics
2 186 (56.36%) Business Intelligence
3 151 (45.76%) Machine Learning
4 91 (27.58%) Agile Software Development
5 74 (22.42%) ETL
6 59 (17.88%) Performance Management
7 55 (16.67%) Data Visualisation
8 53 (16.06%) Data Analytics
8 53 (16.06%) Data Modelling
9 42 (12.73%) Data Analysis
9 42 (12.73%) Software Engineering
10 40 (12.12%) Presales
11 39 (11.82%) Business Analytics
12 38 (11.52%) Open Source
13 37 (11.21%) Data Management
13 37 (11.21%) Stakeholder Management
14 25 (7.58%) ITIL
15 23 (6.97%) Data Architecture
16 22 (6.67%) Business Development
17 20 (6.06%) Web Analytics
Programming Languages
1 125 (37.88%) Python
2 123 (37.27%) SQL
3 90 (27.27%) R
4 88 (26.67%) C#
5 85 (25.76%) Java
6 38 (11.52%) PHP
7 26 (7.88%) JavaScript
8 24 (7.27%) Scala
9 22 (6.67%) C++
9 22 (6.67%) MATLAB
10 16 (4.85%) C
11 13 (3.94%) PL/SQL
12 10 (3.03%) T-SQL
13 3 (0.91%) Shell Script
13 3 (0.91%) VBA
14 2 (0.61%) Clojure
14 2 (0.61%) Ruby
14 2 (0.61%) XPath
15 1 (0.30%) Data Analysis Expressions (DAX)
15 1 (0.30%) Go
Qualifications
1 64 (19.39%) Degree
2 26 (7.88%) BC Cleared
2 26 (7.88%) Security Cleared
3 21 (6.36%) PhD
4 16 (4.85%) ISEB
5 13 (3.94%) Microsoft Certification
6 4 (1.21%) PMI Certification
6 4 (1.21%) PMP
7 2 (0.61%) ACCA
7 2 (0.61%) MCP
8 1 (0.30%) CIMA
8 1 (0.30%) MBA
8 1 (0.30%) Postgraduate
Quality Assurance & Compliance
1 30 (9.09%) GCP
2 20 (6.06%) QA
3 15 (4.55%) Data Quality
3 15 (4.55%) SLA
4 8 (2.42%) COBIT
5 2 (0.61%) IAS 39
System Software
1 3 (0.91%) Apache Flume
1 3 (0.91%) HDFS
2 2 (0.61%) Virtual Machines
3 1 (0.30%) Docker
Systems Management
1 3 (0.91%) Ambari
1 3 (0.91%) Oozie
2 2 (0.61%) HP Operations Orchestration
2 2 (0.61%) Opscode Chef
2 2 (0.61%) Puppet
3 1 (0.30%) Ansible
Vendors
1 65 (19.70%) Tableau
2 57 (17.27%) Microsoft
3 50 (15.15%) Oracle
4 22 (6.67%) Hyperion
5 20 (6.06%) SAP
6 9 (2.73%) Alteryx
7 8 (2.42%) Mapinfo
8 6 (1.82%) Google
8 6 (1.82%) Netezza
8 6 (1.82%) Teradata
9 5 (1.52%) MicroStrategy
10 4 (1.21%) Cloudera
10 4 (1.21%) IBM
10 4 (1.21%) Salesforce.com
11 3 (0.91%) GoldenSource
11 3 (0.91%) Hortonworks
11 3 (0.91%) MapR
11 3 (0.91%) Platfora
12 2 (0.61%) Ab Initio
12 2 (0.61%) Perforce
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