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 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 725 779 879
Rank change year-on-year
+54 +100
Permanent jobs citing Predictive Analytics 154 183 99
As % of all permanent IT jobs located in the UK 0.17% 0.17% 0.087%
As % of the Processes & Methodologies category 0.20% 0.20% 0.10%
Number of salaries quoted 137 151 85
Median salary £55,000 £57,500 £55,000
Median salary % change year-on-year
-4.34% +4.54%
90% offered a salary of more than £42,500 £42,500 £40,000
10% offered a salary of more than £73,500 £90,000 £85,000
UK excluding London median salary £47,500 £53,750 £55,000
% change year-on-year
-11.62% -2.27%

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
78959 92614 97304
As % of all permanent IT jobs located in the UK 88.07% 87.58% 85.70%
Number of salaries quoted 65112 76492 80079
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 £77,500 £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 11 December 2016 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 11 December 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 +25 137 £55,000 -4.34% 16
London +54 95 £60,000 -17.24% 7
South East +40 13 £58,750 +6.81% 5
East Midlands +7 13 £45,000 -
Scotland +39 11 £47,500 -17.39% 1
Edinburgh - 10 £47,500 - 1
City of London +24 9 £51,250 -24.07% 2
Yorkshire +28 7 £50,000 +14.28% 1
North West -18 7 £50,000 +53.84% 1
Surrey +31 6 £45,000 -10.00% 1
West Yorkshire - 5 £50,000 - 1
Leeds - 5 £50,000 - 1
Manchester -20 3 £50,000 +53.84%
Cheshire - 3 £37,500 - 1
Warrington - 3 £37,500 - 1
Nottinghamshire +1 2 £45,000 -
Nottingham -2 2 £45,000 -
South West -12 2 £50,000 -11.11% 2
Buckinghamshire - 2 £55,000 - 1
Crawley - 2 £63,750 - 2
Somerset - 2 £50,000 - 1
Sheffield - 2 £37,500 -
South Yorkshire - 2 £37,500 -
High Wycombe - 2 £55,000 -
Sussex - 2 £65,000 -
West Sussex - 2 £63,750 - 2
Glasgow +23 1 £40,000 -30.43%
Hampshire +9 1 £46,500 -22.50%
Derbyshire - 1 £45,000 -
Liverpool - 1 £55,000 -

Predictive Analytics
Top 30 Related IT Skills

For the 6 months to 11 December 2016, 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.

1 336 (100.00%) Analytics
2 229 (68.15%) Big Data
3 172 (51.19%) Business Intelligence
4 161 (47.92%) Machine Learning
5 135 (40.18%) SQL
6 131 (38.99%) Python
7 105 (31.25%) Agile Software Development
8 102 (30.36%) Java
9 100 (29.76%) Data Warehouse
10 99 (29.46%) C#
11 98 (29.17%) Microsoft Azure
12 90 (26.79%) R
13 85 (25.30%) Analytical Skills
14 80 (23.81%) Visualisation
15 76 (22.62%) .NET
16 75 (22.32%) Finance
17 70 (20.83%) SQL Server
18 69 (20.54%) ETL
19 66 (19.64%) Microsoft
19 66 (19.64%) Tableau
20 63 (18.75%) Degree
21 62 (18.45%) Hadoop
21 62 (18.45%) SQL Server Integration Services
22 61 (18.15%) Power BI
23 60 (17.86%) SQL Server Reporting Services
23 60 (17.86%) Performance Management
24 57 (16.96%) PaaS
25 56 (16.67%) SQL Server Analysis Services
25 56 (16.67%) Data Analytics
26 54 (16.07%) Oracle

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 49 (14.58%) SAS
2 37 (11.01%) Apache Spark
3 27 (8.04%) SharePoint
4 18 (5.36%) Apache
5 12 (3.57%) Apache Pig
6 8 (2.38%) ArcGIS
7 5 (1.49%) Confluence
7 5 (1.49%) JBoss
8 4 (1.19%) BizTalk Server
9 3 (0.89%) Apache Solr
10 2 (0.60%) Elasticsearch
10 2 (0.60%) Oracle SOA Suite
Applications
1 35 (10.42%) SPSS
2 31 (9.23%) MS Excel
3 15 (4.46%) MS PowerPoint
4 1 (0.30%) Stata
Business Applications
1 8 (2.38%) Hyperion Enterprise
2 4 (1.19%) HFM
2 4 (1.19%) Hyperion Planning
2 4 (1.19%) Oracle HRMS
2 4 (1.19%) SAP CRM
2 4 (1.19%) SAP Oil and Gas
3 1 (0.30%) Cognos TM1
3 1 (0.30%) Oracle BPM
3 1 (0.30%) Relativity
Cloud Services
1 98 (29.17%) Microsoft Azure
2 57 (16.96%) PaaS
3 51 (15.18%) Amazon AWS
4 45 (13.39%) Cloud Computing
5 40 (11.90%) Google Cloud Platform
6 18 (5.36%) IaaS
7 16 (4.76%) Data Lake Analytics
8 12 (3.57%) Azure Machine Learning
9 11 (3.27%) SaaS
10 4 (1.19%) Taleo
11 3 (0.89%) Amazon EC2
11 3 (0.89%) Amazon Kinesis
11 3 (0.89%) Amazon S3
12 2 (0.60%) Amazon EMR
13 1 (0.30%) Adobe Analytics
13 1 (0.30%) Google Analytics
13 1 (0.30%) iPaaS
13 1 (0.30%) Office 365
Communications & Networking
1 7 (2.08%) Internet
2 2 (0.60%) ATM
3 1 (0.30%) DNS
3 1 (0.30%) Firewall
3 1 (0.30%) LAN
3 1 (0.30%) TCP/IP
3 1 (0.30%) WAN
3 1 (0.30%) Wireless
Database & Business Intelligence
1 229 (68.15%) Big Data
2 100 (29.76%) Data Warehouse
3 70 (20.83%) SQL Server
4 62 (18.45%) Hadoop
4 62 (18.45%) SQL Server Integration Services
5 61 (18.15%) Power BI
6 60 (17.86%) SQL Server Reporting Services
7 56 (16.67%) SQL Server Analysis Services
8 40 (11.90%) QlikView
9 37 (11.01%) HDInsight
9 37 (11.01%) NoSQL
10 32 (9.52%) Relational Database
11 24 (7.14%) RDBMS
11 24 (7.14%) SQL Server 2016
12 21 (6.25%) Data Mining
13 20 (5.95%) Apache Hive
14 19 (5.65%) Data Lake
14 19 (5.65%) Microsoft Analysis Services
15 16 (4.76%) Oracle Database
15 16 (4.76%) SQL Server 2012
Development Applications
1 17 (5.06%) Visual Studio
2 13 (3.87%) JIRA
3 7 (2.08%) Visual Studio Tools for Office
4 4 (1.19%) IntelliJ
4 4 (1.19%) JUnit
4 4 (1.19%) Maven
5 3 (0.89%) Apache Continuum
5 3 (0.89%) SQL Server Management Studio (SSMS)
6 2 (0.60%) Git (software)
7 1 (0.30%) Cucumber
7 1 (0.30%) Selenium
7 1 (0.30%) SpecFlow
General
1 75 (22.32%) Finance
2 46 (13.69%) Retail
3 39 (11.61%) Marketing
4 24 (7.14%) Banking
5 12 (3.57%) Telecoms
6 7 (2.08%) Advertising
6 7 (2.08%) Games
6 7 (2.08%) Investment Banking
7 6 (1.79%) Manufacturing
8 4 (1.19%) Electronics
9 3 (0.89%) Legal
10 2 (0.60%) Front Office
10 2 (0.60%) Law
10 2 (0.60%) Pharmaceutical
10 2 (0.60%) Publishing
11 1 (0.30%) Danish Language
11 1 (0.30%) French Language
11 1 (0.30%) German Language
11 1 (0.30%) Norwegian Language
11 1 (0.30%) Swedish Language
Job Titles
1 80 (23.81%) Consultant
2 47 (13.99%) Architect
3 43 (12.80%) Data Scientist
4 41 (12.20%) Analyst
5 40 (11.90%) Developer
6 32 (9.52%) Software Engineer
7 29 (8.63%) Analytics Consultant
8 28 (8.33%) Business Intelligence Consultant
9 25 (7.44%) Senior Software Engineer
10 23 (6.85%) Data Architect
10 23 (6.85%) Solutions Architect
11 21 (6.25%) Business Consultant
12 18 (5.36%) Digital Architect
12 18 (5.36%) Digital Solutions Architect
13 17 (5.06%) Analytics Manager
13 17 (5.06%) Business Intelligence Analyst
13 17 (5.06%) Microsoft Consultant
14 15 (4.46%) Data Consultant
14 15 (4.46%) Microsoft Developer
15 14 (4.17%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 76 (22.62%) .NET
2 40 (11.90%) REST
3 38 (11.31%) Apache Flex
4 29 (8.63%) HTML
5 24 (7.14%) CSS
6 17 (5.06%) Hibernate
6 17 (5.06%) Spring
7 15 (4.46%) JDBC
8 14 (4.17%) D3.js
9 13 (3.87%) Natural Language Processing
9 13 (3.87%) Struts
10 11 (3.27%) Web Services
11 8 (2.38%) HTML5
11 8 (2.38%) Leaflet
11 8 (2.38%) MDX
12 7 (2.08%) Kafka
13 5 (1.49%) ActiveMQ
13 5 (1.49%) JMS
13 5 (1.49%) RabbitMQ
14 4 (1.19%) ASP.NET
Miscellaneous
1 85 (25.30%) Analytical Skills
2 80 (23.81%) Visualisation
3 42 (12.50%) Mathematics
4 41 (12.20%) Computer Science
5 39 (11.61%) Blockchain
6 37 (11.01%) Algorithms
7 29 (8.63%) Credit Risk
8 26 (7.74%) Statistics
9 22 (6.55%) Physics
10 21 (6.25%) Mobile App
10 21 (6.25%) Neural Network
11 19 (5.65%) Enterprise Software
12 16 (4.76%) Artificial Intelligence
13 12 (3.57%) User Experience
14 11 (3.27%) Management Information System
15 9 (2.68%) Taxonomies
16 8 (2.38%) Fintech
17 6 (1.79%) Data Structures
18 5 (1.49%) Data Integration
18 5 (1.49%) PMI
Operating Systems
1 46 (13.69%) Linux
2 43 (12.80%) Windows
3 2 (0.60%) Unix
4 1 (0.30%) Android
4 1 (0.30%) Apple iOS
4 1 (0.30%) Mac OS X
4 1 (0.30%) Windows 7
4 1 (0.30%) Windows 8
4 1 (0.30%) Windows Server
4 1 (0.30%) Windows Server 2012
Processes & Methodologies
1 336 (100.00%) Analytics
2 172 (51.19%) Business Intelligence
3 161 (47.92%) Machine Learning
4 105 (31.25%) Agile Software Development
5 69 (20.54%) ETL
6 60 (17.86%) Performance Management
7 56 (16.67%) Data Analytics
8 51 (15.18%) Data Modelling
9 48 (14.29%) Data Visualisation
10 47 (13.99%) Presales
11 44 (13.10%) Software Engineering
12 43 (12.80%) Open Source
13 40 (11.90%) Business Analytics
14 36 (10.71%) Stakeholder Management
15 33 (9.82%) Data Management
16 30 (8.93%) Data Analysis
17 27 (8.04%) Business Development
17 27 (8.04%) Scrum
18 25 (7.44%) Waterfall
19 21 (6.25%) Mobile Application Development
Programming Languages
1 135 (40.18%) SQL
2 131 (38.99%) Python
3 102 (30.36%) Java
4 99 (29.46%) C#
5 90 (26.79%) R
6 45 (13.39%) PHP
7 34 (10.12%) JavaScript
8 27 (8.04%) C++
9 25 (7.44%) MATLAB
10 20 (5.95%) C
11 18 (5.36%) Scala
12 15 (4.46%) PL/SQL
13 14 (4.17%) T-SQL
14 6 (1.79%) Ruby
15 5 (1.49%) Clojure
16 4 (1.19%) VBA
17 3 (0.89%) Perl
18 1 (0.30%) Objective-C
18 1 (0.30%) Shell Script
18 1 (0.30%) VB.NET
Qualifications
1 63 (18.75%) Degree
2 35 (10.42%) BC Cleared
2 35 (10.42%) Security Cleared
3 25 (7.44%) PhD
4 15 (4.46%) Microsoft Certification
5 13 (3.87%) ISEB
6 5 (1.49%) PMI Certification
6 5 (1.49%) PMP
7 1 (0.30%) ACCA
7 1 (0.30%) CIMA
7 1 (0.30%) MBA
7 1 (0.30%) Postgraduate
Quality Assurance & Compliance
1 39 (11.61%) GCP
2 20 (5.95%) QA
3 13 (3.87%) Data Quality
3 13 (3.87%) SLA
4 4 (1.19%) COBIT
5 2 (0.60%) IAS 39
6 1 (0.30%) SNOMED CT
System Software
1 7 (2.08%) Virtual Machines
2 3 (0.89%) Apache Flume
2 3 (0.89%) HDFS
3 2 (0.60%) Docker
4 1 (0.30%) VMware Infrastructure
Systems Management
1 3 (0.89%) Ambari
1 3 (0.89%) Oozie
2 1 (0.30%) Ansible
Vendors
1 66 (19.64%) Microsoft
1 66 (19.64%) Tableau
2 54 (16.07%) Oracle
3 20 (5.95%) Hyperion
4 19 (5.65%) SAP
5 9 (2.68%) Alteryx
6 8 (2.38%) Mapinfo
7 7 (2.08%) Google
8 6 (1.79%) MicroStrategy
9 4 (1.19%) Atlassian
9 4 (1.19%) Cloudera
9 4 (1.19%) IBM
9 4 (1.19%) Netezza
9 4 (1.19%) Salesforce.com
9 4 (1.19%) Teradata
10 3 (0.89%) GoldenSource
10 3 (0.89%) Hortonworks
10 3 (0.89%) MapR
10 3 (0.89%) Platfora
10 3 (0.89%) TOWER Software
Bristol, Avon
North Bristol NHS Trust
Salary: Up to £82,434 per annum plus strong pension
Posted: 2 days ago
London
McGregor Boyall
Salary: £60000 - £80000 per annum + Benefits
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £75 - £65000 per annum
Posted: 3 days ago
Somerset
Parallel Consulting
Salary: £50 per annum
Posted: 3 days ago
Crawley, West Sussex
Search Consultancy
Salary: £65000 per annum + Bonus+Pension+Benefits
Posted: Yesterday
Edinburgh, Midlothian
Parallel Consulting
Salary: £40000 - £55000 per annum + bonus, benefits, pension
Posted: 4 days ago
City, London
Martin & Conley
Salary: From £120,000 to £130,000 per annum
Posted: 3 days ago
Marlow, Buckinghamshire
Dun & Bradstreet Global Careers
Posted: 4 days ago
Leeds
Churchill Frank
Salary: £50000 - £60000 per annum + Benefits
Posted: 9 days ago
London
Computer Futures
Salary: £120000 - £130000 per annum + competitive
Posted: 18 days ago
Central London
Savvy Recruitment
Salary: £25,000 - £35,000 per year
Posted: 11 days ago
Warrington
Robert Walters UK
Salary: £35000 - £40000 per annum
Posted: 23 days ago
Reading, Berkshire
CGI
Salary: £40000 - £50000 per annum
Posted: 20 days ago
Central London
Savvy Recruitment
Salary: £75,000 - £85,000 per year
Posted: 11 days ago
Guildford
Computer Futures
Salary: £85000 - £90000 per annum + competitive
Posted: 16 days ago
Crawley, West Sussex
Sanderson
Salary: £60000 - £70000 per annum + car allowance
Posted: 12 days ago
East London
Charles Taylor plc
Salary: Market related
Posted: 27 days ago