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

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Predictive Analytics
UK
Rank 697 730 819
Rank change year-on-year
+33 +89
Permanent jobs citing Predictive Analytics 154 212 137
As % of all permanent IT jobs located in the UK 0.18% 0.21% 0.13%
As % of the Processes & Methodologies category 0.21% 0.24% 0.15%
Number of salaries quoted 113 179 110
Median salary £65,000 £60,000 £55,000
Median salary % change year-on-year
+8.33% +9.09%
90% offered a salary of more than £42,500 £42,000 £32,500
10% offered a salary of more than £85,000 £100,000 £85,000
UK excluding London median salary £57,500 £53,750 £45,000
% change year-on-year
+6.97% +19.44%

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
74604 89126 91423
As % of all permanent IT jobs located in the UK 88.73% 88.31% 86.72%
Number of salaries quoted 61307 73847 74567
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 £31,500
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 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 28 February 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 28 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 +22 135 £65,000 - 19
London +15 80 £72,500 +11.53% 9
South West +17 15 £82,434 +43.36%
South East +22 14 £65,000 +44.44% 2
Bristol +13 11 £82,434 +73.54%
North West - 10 £37,500 - 2
East of England +37 9 £53,500 +5.62% 1
Scotland +22 8 £71,500 +24.34% 1
Edinburgh +14 8 £71,500 +24.34% 1
City of London +28 7 £65,000 -18.75% 3
East Midlands +10 7 £42,500 -19.04% 3
Norfolk -3 6 £47,175 +1.88% 1
Norwich -10 6 £47,175 +1.88% 1
Manchester - 6 £40,000 - 2
Surrey +51 4 £57,500 -30.30% 2
Sussex - 4 £65,000 -
Somerset - 4 £50,000 -
West Sussex - 3 £65,000 -
Warrington - 3 £37,500 -
Cheshire - 3 £37,500 -
Derbyshire - 3 £42,500 -
Crawley - 3 £65,000 -
Derby - 3 £42,500 -
Cambridge +12 2 £57,500 +4.54%
Cambridgeshire +2 2 £57,500 +4.54%
Brighton - 2 £65,000 -
East Sussex - 2 £65,000 -
Guildford +20 1 £60,000 -14.28%
Hampshire +14 1 £45,000 -25.00%
Hertfordshire +12 1 £110,000 -

Predictive Analytics
Top 30 Related IT Skills

For the 6 months to 28 February 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.

1 315 (100.00%) Analytics
2 218 (69.21%) Big Data
3 160 (50.79%) Business Intelligence
4 153 (48.57%) Machine Learning
5 126 (40.00%) Python
6 105 (33.33%) SQL
7 102 (32.38%) R
8 87 (27.62%) Finance
9 82 (26.03%) Agile Software Development
9 82 (26.03%) Degree
10 80 (25.40%) Java
10 80 (25.40%) Data Warehouse
11 78 (24.76%) Analytical Skills
12 71 (22.54%) Visualisation
12 71 (22.54%) C#
13 70 (22.22%) Hadoop
14 67 (21.27%) Microsoft Azure
14 67 (21.27%) ETL
15 61 (19.37%) Mathematics
16 56 (17.78%) Tableau
17 55 (17.46%) Apache Spark
18 53 (16.83%) Data Visualisation
18 53 (16.83%) Microsoft
19 52 (16.51%) Data Analytics
19 52 (16.51%) Algorithms
20 51 (16.19%) Performance Management
21 50 (15.87%) Retail
22 49 (15.56%) Marketing
22 49 (15.56%) SAS
22 49 (15.56%) Power BI

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 55 (17.46%) Apache Spark
2 49 (15.56%) SAS
3 30 (9.52%) Apache
4 15 (4.76%) SharePoint
5 9 (2.86%) BizTalk Server
6 8 (2.54%) Apache Pig
7 3 (0.95%) Apache Solr
7 3 (0.95%) ArcGIS
8 2 (0.63%) Confluence
8 2 (0.63%) OpenStack
9 1 (0.32%) Elasticsearch
Applications
1 45 (14.29%) MS Excel
2 34 (10.79%) SPSS
3 16 (5.08%) MS PowerPoint
4 8 (2.54%) MS Office
Business Applications
1 9 (2.86%) Hyperion Enterprise
1 9 (2.86%) SAP CRM
2 4 (1.27%) HFM
2 4 (1.27%) Hyperion Planning
2 4 (1.27%) Oracle HRMS
3 2 (0.63%) SAP Oil and Gas
4 1 (0.32%) Sage 200
4 1 (0.32%) SAP S/4HANA
Cloud Services
1 67 (21.27%) Microsoft Azure
2 29 (9.21%) Amazon AWS
3 27 (8.57%) Cloud Computing
4 20 (6.35%) Google Cloud Platform
5 18 (5.71%) PaaS
6 11 (3.49%) Google Analytics
7 9 (2.86%) Azure Machine Learning
7 9 (2.86%) Data Lake Analytics
8 4 (1.27%) Taleo
9 3 (0.95%) Amazon Kinesis
9 3 (0.95%) Amazon S3
10 2 (0.63%) Amazon EC2
10 2 (0.63%) Amazon EMR
10 2 (0.63%) IaaS
Communications & Networking
1 9 (2.86%) Internet
2 2 (0.63%) ATM
2 2 (0.63%) HTTP
3 1 (0.32%) LAN
3 1 (0.32%) TCP/IP
3 1 (0.32%) WAN
3 1 (0.32%) Wireless
Database & Business Intelligence
1 218 (69.21%) Big Data
2 80 (25.40%) Data Warehouse
3 70 (22.22%) Hadoop
4 49 (15.56%) Power BI
5 48 (15.24%) SQL Server
6 44 (13.97%) SQL Server Integration Services
6 44 (13.97%) SQL Server Reporting Services
7 41 (13.02%) SQL Server Analysis Services
8 38 (12.06%) QlikView
9 32 (10.16%) NoSQL
9 32 (10.16%) Relational Database
10 29 (9.21%) RDBMS
11 27 (8.57%) Data Mining
12 24 (7.62%) HDInsight
13 19 (6.03%) SQL Server 2016
14 18 (5.71%) Apache Hive
14 18 (5.71%) Blockchain
15 17 (5.40%) BusinessObjects
16 12 (3.81%) Spotfire
16 12 (3.81%) SQL Server 2012
Development Applications
1 12 (3.81%) Visual Studio
2 8 (2.54%) Git (software)
3 6 (1.90%) JIRA
4 5 (1.59%) ERwin
5 4 (1.27%) Subversion
6 3 (0.95%) Apache Continuum
7 2 (0.63%) Jenkins
8 1 (0.32%) SQL Server Management Studio (SSMS)
General
1 87 (27.62%) Finance
2 50 (15.87%) Retail
3 49 (15.56%) Marketing
4 22 (6.98%) Banking
5 12 (3.81%) Telecoms
6 11 (3.49%) Games
7 7 (2.22%) Manufacturing
8 6 (1.90%) Investment Banking
9 3 (0.95%) Front Office
10 2 (0.63%) Advertising
10 2 (0.63%) Electronics
10 2 (0.63%) Financial Institution
Job Titles
1 60 (19.05%) Consultant
1 60 (19.05%) Data Scientist
2 42 (13.33%) Analyst
3 35 (11.11%) Architect
4 33 (10.48%) Developer
5 24 (7.62%) Analytics Manager
6 20 (6.35%) Analytics Consultant
7 19 (6.03%) Business Intelligence Consultant
8 18 (5.71%) Solutions Architect
9 17 (5.40%) Business Intelligence Analyst
10 16 (5.08%) Business Consultant
10 16 (5.08%) Data Architect
11 14 (4.44%) Data Analytics Manager
11 14 (4.44%) Software Engineer
12 13 (4.13%) Senior Data Scientist
12 13 (4.13%) Senior Software Engineer
13 12 (3.81%) Business Analyst
14 11 (3.49%) Associate Director
15 10 (3.17%) Microsoft Developer
15 10 (3.17%) Senior Developer
Libraries, Frameworks & Software Standards
1 38 (12.06%) .NET
2 18 (5.71%) Apache Flex
3 17 (5.40%) REST
4 13 (4.13%) CSS
4 13 (4.13%) HTML
4 13 (4.13%) Natural Language Processing
5 4 (1.27%) ASP.NET
5 4 (1.27%) ASP.NET MVC
5 4 (1.27%) ASP.NET MVC 4
5 4 (1.27%) Kafka
5 4 (1.27%) RESTful
6 3 (0.95%) Flask
6 3 (0.95%) Node.js
6 3 (0.95%) Tapestry
6 3 (0.95%) XML
7 2 (0.63%) Django
7 2 (0.63%) JMS
7 2 (0.63%) MDX
7 2 (0.63%) Web Services
7 2 (0.63%) XSL
Miscellaneous
1 78 (24.76%) Analytical Skills
2 52 (16.51%) Algorithms
3 47 (14.92%) Computer Science
4 25 (7.94%) Credit Risk
5 13 (4.13%) User Experience
6 12 (3.81%) Management Information System
7 11 (3.49%) Enterprise Software
7 11 (3.49%) NHS
8 9 (2.86%) Internet of Things
9 8 (2.54%) Fintech
9 8 (2.54%) Mobile App
9 8 (2.54%) Social Media
10 7 (2.22%) Video Conferencing
11 4 (1.27%) PMI
11 4 (1.27%) Social Network
12 3 (0.95%) Online Games
13 2 (0.63%) Data Structures
13 2 (0.63%) FMCG
13 2 (0.63%) Hedge funds
13 2 (0.63%) Minimum Viable Product
Operating Systems
1 29 (9.21%) Linux
2 20 (6.35%) Windows
3 2 (0.63%) CentOS
3 2 (0.63%) Red Hat Enterprise Linux
3 2 (0.63%) Unix
4 1 (0.32%) Android
4 1 (0.32%) Apple iOS
Processes & Methodologies
1 315 (100.00%) Analytics
2 160 (50.79%) Business Intelligence
3 153 (48.57%) Machine Learning
4 82 (26.03%) Agile Software Development
5 71 (22.54%) Visualisation
6 67 (21.27%) ETL
7 61 (19.37%) Mathematics
8 53 (16.83%) Data Visualisation
9 52 (16.51%) Data Analytics
10 51 (16.19%) Performance Management
11 40 (12.70%) Data Modelling
12 38 (12.06%) Data Analysis
13 37 (11.75%) Business Analytics
14 36 (11.43%) Software Engineering
15 35 (11.11%) Presales
16 34 (10.79%) Statistics
17 32 (10.16%) Stakeholder Management
18 31 (9.84%) Open Source
19 26 (8.25%) ITIL
20 25 (7.94%) Data Management
Programming Languages
1 126 (40.00%) Python
2 105 (33.33%) SQL
3 102 (32.38%) R
4 80 (25.40%) Java
5 71 (22.54%) C#
6 30 (9.52%) C++
6 30 (9.52%) Scala
7 28 (8.89%) PHP
8 25 (7.94%) MATLAB
9 18 (5.71%) C
10 17 (5.40%) JavaScript
11 7 (2.22%) T-SQL
12 3 (0.95%) Bash Shell
12 3 (0.95%) Shell Script
13 2 (0.63%) PowerShell
13 2 (0.63%) VBA
13 2 (0.63%) XPath
14 1 (0.32%) Objective-C
Qualifications
1 82 (26.03%) Degree
2 26 (8.25%) PhD
3 15 (4.76%) BC Cleared
3 15 (4.76%) ISEB
3 15 (4.76%) Security Cleared
4 12 (3.81%) Microsoft Certification
5 6 (1.90%) MCP
6 4 (1.27%) PMI Certification
6 4 (1.27%) PMP
7 2 (0.63%) ACCA
8 1 (0.32%) BPSS Clearance
8 1 (0.32%) CIMA
8 1 (0.32%) MBA
Quality Assurance & Compliance
1 22 (6.98%) QA
2 19 (6.03%) Data Quality
3 18 (5.71%) GCP
4 15 (4.76%) SLA
5 11 (3.49%) IFRS
5 11 (3.49%) IFRS 9
6 9 (2.86%) COBIT
7 2 (0.63%) IAS 39
System Software
1 5 (1.59%) HDFS
2 3 (0.95%) Apache Flume
2 3 (0.95%) Docker
Systems Management
1 4 (1.27%) Opscode Chef
1 4 (1.27%) Puppet
2 3 (0.95%) Ambari
2 3 (0.95%) Oozie
3 2 (0.63%) HP Operations Orchestration
3 2 (0.63%) Rundeck
3 2 (0.63%) Salt
4 1 (0.32%) Ansible
Vendors
1 56 (17.78%) Tableau
2 53 (16.83%) Microsoft
3 33 (10.48%) Oracle
4 22 (6.98%) Hyperion
5 17 (5.40%) Google
6 15 (4.76%) SAP
7 9 (2.86%) Netezza
7 9 (2.86%) Teradata
8 7 (2.22%) Cloudera
9 5 (1.59%) Hortonworks
9 5 (1.59%) MicroStrategy
10 4 (1.27%) Alteryx
10 4 (1.27%) IBM
10 4 (1.27%) Salesforce.com
11 3 (0.95%) GoldenSource
11 3 (0.95%) Mapinfo
11 3 (0.95%) MapR
11 3 (0.95%) Platfora
11 3 (0.95%) Sun
12 2 (0.63%) Ab Initio
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Salary: £45000 per annum + unique benefits
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Surrey
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Salary: £50000 - £75000 per annum
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Norwich
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Salary: £30000.00 - £67000.00 per annum
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