The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Predictive Analytics
UK / England
Rank 694 719 793
Rank change year-on-year
+25 +74
Permanent jobs citing Predictive Analytics 128 201 134
As % of all permanent IT jobs located in England 0.16% 0.21% 0.14%
As % of the Processes & Methodologies category 0.18% 0.24% 0.16%
Number of salaries quoted 96 181 110
Median salary £65,000 £65,000 £56,250
Median salary % change year-on-year
- +15.55%
90% offered a salary of more than £42,500 £42,500 £32,500
10% offered a salary of more than £82,500 £100,000 £85,000
UK excluding London median salary £57,500 £56,250 £47,500
% change year-on-year
+2.22% +18.42%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
69779 83122 84860
As % of all permanent IT jobs located in England 88.68% 88.22% 86.54%
Number of salaries quoted 57754 69797 70213
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Analytics
Jobs Demand Trend in England

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

Predictive Analytics Jobs Demand Trend in England

Predictive Analytics
Salary Trend in England

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

Predictive Analytics Salary Trend in England

Predictive Analytics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the England region over the 3 months to 21 February 2017.

Predictive Analytics Salary Histogram in England

Predictive Analytics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the England region over the 3 months to 21 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
London +20 74 £71,250 -1.72% 10
South East +38 15 £65,000 +36.84% 1
South West +21 15 £82,434 +43.36%
North West - 9 £38,750 - 2
East of England +32 8 £54,250 +7.10% 1
East Midlands +11 7 £42,500 -19.04%
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 21 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 across the England region with a requirement for Predictive Analytics.

1 277 (100.00%) Analytics
2 190 (68.59%) Big Data
3 143 (51.62%) Business Intelligence
4 133 (48.01%) Machine Learning
5 114 (41.16%) Python
6 96 (34.66%) R
7 93 (33.57%) SQL
8 75 (27.08%) Agile Software Development
9 72 (25.99%) Degree
9 72 (25.99%) Data Warehouse
10 71 (25.63%) Java
11 70 (25.27%) Finance
12 67 (24.19%) Analytical Skills
13 66 (23.83%) C#
14 65 (23.47%) ETL
14 65 (23.47%) Visualisation
15 61 (22.02%) Hadoop
16 58 (20.94%) Microsoft Azure
17 56 (20.22%) Mathematics
18 53 (19.13%) Performance Management
18 53 (19.13%) Tableau
19 50 (18.05%) Apache Spark
19 50 (18.05%) Microsoft
19 50 (18.05%) SQL Server
20 49 (17.69%) Algorithms
20 49 (17.69%) Data Visualisation
21 48 (17.33%) Power BI
21 48 (17.33%) Retail
22 44 (15.88%) Data Analytics
23 41 (14.80%) SQL Server Reporting Services

Predictive Analytics
Top Related IT Skills in England 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 (18.05%) Apache Spark
2 41 (14.80%) SAS
3 28 (10.11%) Apache
4 15 (5.42%) SharePoint
5 9 (3.25%) BizTalk Server
6 8 (2.89%) Apache Pig
7 4 (1.44%) ArcGIS
8 3 (1.08%) Apache Solr
9 2 (0.72%) OpenStack
10 1 (0.36%) Confluence
10 1 (0.36%) Elasticsearch
Applications
1 40 (14.44%) MS Excel
2 34 (12.27%) SPSS
3 17 (6.14%) MS PowerPoint
4 8 (2.89%) MS Office
Business Applications
1 9 (3.25%) Hyperion Enterprise
1 9 (3.25%) SAP CRM
2 4 (1.44%) HFM
2 4 (1.44%) Hyperion Planning
2 4 (1.44%) Oracle HRMS
3 2 (0.72%) SAP Oil and Gas
Cloud Services
1 58 (20.94%) Microsoft Azure
2 23 (8.30%) Amazon AWS
3 21 (7.58%) Cloud Computing
4 12 (4.33%) Google Cloud Platform
4 12 (4.33%) PaaS
5 9 (3.25%) Data Lake Analytics
6 6 (2.17%) Azure Machine Learning
7 4 (1.44%) Taleo
8 3 (1.08%) Amazon S3
8 3 (1.08%) IaaS
9 2 (0.72%) Amazon EC2
9 2 (0.72%) Amazon Kinesis
9 2 (0.72%) Google Analytics
10 1 (0.36%) Amazon EMR
10 1 (0.36%) SaaS
Communications & Networking
1 9 (3.25%) Internet
2 2 (0.72%) ATM
2 2 (0.72%) HTTP
3 1 (0.36%) LAN
3 1 (0.36%) TCP/IP
3 1 (0.36%) WAN
Database & Business Intelligence
1 190 (68.59%) Big Data
2 72 (25.99%) Data Warehouse
3 61 (22.02%) Hadoop
4 50 (18.05%) SQL Server
5 48 (17.33%) Power BI
6 41 (14.80%) SQL Server Integration Services
6 41 (14.80%) SQL Server Reporting Services
7 38 (13.72%) SQL Server Analysis Services
8 34 (12.27%) QlikView
9 29 (10.47%) Data Mining
9 29 (10.47%) Relational Database
10 26 (9.39%) NoSQL
11 25 (9.03%) HDInsight
11 25 (9.03%) RDBMS
12 19 (6.86%) SQL Server 2016
13 18 (6.50%) Apache Hive
14 17 (6.14%) BusinessObjects
15 12 (4.33%) Data Lake
15 12 (4.33%) Spotfire
16 11 (3.97%) MongoDB
Development Applications
1 12 (4.33%) Visual Studio
2 7 (2.53%) Git (software)
3 5 (1.81%) ERwin
3 5 (1.81%) JIRA
4 3 (1.08%) Apache Continuum
4 3 (1.08%) Subversion
5 2 (0.72%) Jenkins
6 1 (0.36%) SQL Server Management Studio (SSMS)
General
1 70 (25.27%) Finance
2 48 (17.33%) Retail
3 32 (11.55%) Marketing
4 22 (7.94%) Banking
5 11 (3.97%) Telecoms
6 9 (3.25%) Games
7 6 (2.17%) Investment Banking
8 5 (1.81%) Manufacturing
9 2 (0.72%) Electronics
9 2 (0.72%) Financial Institution
9 2 (0.72%) Front Office
10 1 (0.36%) Advertising
Job Titles
1 59 (21.30%) Data Scientist
2 54 (19.49%) Consultant
3 38 (13.72%) Analyst
4 33 (11.91%) Developer
5 21 (7.58%) Analytics Manager
5 21 (7.58%) Architect
6 20 (7.22%) Analytics Consultant
6 20 (7.22%) Business Intelligence Consultant
7 16 (5.78%) Business Consultant
7 16 (5.78%) Business Intelligence Analyst
8 15 (5.42%) Software Engineer
9 14 (5.05%) Senior Software Engineer
10 13 (4.69%) Senior Data Scientist
11 12 (4.33%) Data Analytics Manager
12 11 (3.97%) Associate Director
12 11 (3.97%) Business Analyst
12 11 (3.97%) Microsoft Developer
13 10 (3.61%) Data Architect
13 10 (3.61%) Senior Developer
13 10 (3.61%) Solutions Architect
Libraries, Frameworks & Software Standards
1 32 (11.55%) .NET
2 14 (5.05%) CSS
2 14 (5.05%) HTML
3 12 (4.33%) Natural Language Processing
4 11 (3.97%) Apache Flex
5 10 (3.61%) REST
6 4 (1.44%) ASP.NET
6 4 (1.44%) ASP.NET MVC
6 4 (1.44%) ASP.NET MVC 4
6 4 (1.44%) RESTful
6 4 (1.44%) Web Services
7 3 (1.08%) Flask
7 3 (1.08%) Kafka
7 3 (1.08%) Node.js
7 3 (1.08%) Tapestry
7 3 (1.08%) XML
8 2 (0.72%) D3.js
8 2 (0.72%) Django
8 2 (0.72%) MDX
8 2 (0.72%) WPF
Miscellaneous
1 67 (24.19%) Analytical Skills
2 49 (17.69%) Algorithms
3 41 (14.80%) Computer Science
4 18 (6.50%) Credit Risk
5 14 (5.05%) User Experience
6 13 (4.69%) Management Information System
7 12 (4.33%) Enterprise Software
8 11 (3.97%) NHS
9 9 (3.25%) Internet of Things
10 8 (2.89%) Mobile App
10 8 (2.89%) Social Media
11 7 (2.53%) Fintech
12 4 (1.44%) Social Network
13 3 (1.08%) Data Structures
13 3 (1.08%) PMI
14 2 (0.72%) Hedge funds
14 2 (0.72%) Minimum Viable Product
14 2 (0.72%) Online Games
15 1 (0.36%) FMCG
15 1 (0.36%) Linked Data
Operating Systems
1 21 (7.58%) Linux
2 14 (5.05%) Windows
3 2 (0.72%) Unix
4 1 (0.36%) Android
4 1 (0.36%) Apple iOS
4 1 (0.36%) CentOS
4 1 (0.36%) Red Hat Enterprise Linux
Processes & Methodologies
1 277 (100.00%) Analytics
2 143 (51.62%) Business Intelligence
3 133 (48.01%) Machine Learning
4 75 (27.08%) Agile Software Development
5 65 (23.47%) ETL
5 65 (23.47%) Visualisation
6 56 (20.22%) Mathematics
7 53 (19.13%) Performance Management
8 49 (17.69%) Data Visualisation
9 44 (15.88%) Data Analytics
10 37 (13.36%) Software Engineering
11 36 (13.00%) Data Modelling
12 35 (12.64%) Business Analytics
13 30 (10.83%) Statistics
14 28 (10.11%) Data Analysis
15 26 (9.39%) ITIL
16 25 (9.03%) Presales
17 24 (8.66%) Physics
18 23 (8.30%) Stakeholder Management
19 22 (7.94%) Predictive Modelling
Programming Languages
1 114 (41.16%) Python
2 96 (34.66%) R
3 93 (33.57%) SQL
4 71 (25.63%) Java
5 66 (23.83%) C#
6 29 (10.47%) C++
7 27 (9.75%) Scala
8 24 (8.66%) MATLAB
9 21 (7.58%) PHP
10 19 (6.86%) JavaScript
11 16 (5.78%) C
12 7 (2.53%) T-SQL
13 3 (1.08%) Shell Script
13 3 (1.08%) VBA
14 2 (0.72%) XPath
15 1 (0.36%) Bash Shell
15 1 (0.36%) Go
15 1 (0.36%) Objective-C
15 1 (0.36%) PL/SQL
15 1 (0.36%) PowerShell
Qualifications
1 72 (25.99%) Degree
2 27 (9.75%) PhD
3 16 (5.78%) ISEB
4 12 (4.33%) Microsoft Certification
5 9 (3.25%) BC Cleared
5 9 (3.25%) Security Cleared
6 5 (1.81%) MCP
7 3 (1.08%) PMI Certification
7 3 (1.08%) PMP
8 2 (0.72%) ACCA
9 1 (0.36%) CIMA
9 1 (0.36%) MBA
Quality Assurance & Compliance
1 23 (8.30%) QA
2 18 (6.50%) Data Quality
3 15 (5.42%) SLA
4 12 (4.33%) IFRS
4 12 (4.33%) IFRS 9
5 11 (3.97%) GCP
6 9 (3.25%) COBIT
7 2 (0.72%) IAS 39
System Software
1 5 (1.81%) HDFS
2 3 (1.08%) Apache Flume
3 2 (0.72%) Docker
Systems Management
1 3 (1.08%) Ambari
1 3 (1.08%) Oozie
1 3 (1.08%) Opscode Chef
1 3 (1.08%) Puppet
2 2 (0.72%) HP Operations Orchestration
3 1 (0.36%) Ansible
3 1 (0.36%) Rundeck
3 1 (0.36%) Salt
Vendors
1 53 (19.13%) Tableau
2 50 (18.05%) Microsoft
3 37 (13.36%) Oracle
4 22 (7.94%) Hyperion
5 16 (5.78%) SAP
6 8 (2.89%) Netezza
6 8 (2.89%) Teradata
7 6 (2.17%) Cloudera
7 6 (2.17%) Google
8 5 (1.81%) Alteryx
8 5 (1.81%) Hortonworks
8 5 (1.81%) MicroStrategy
9 4 (1.44%) IBM
9 4 (1.44%) Mapinfo
9 4 (1.44%) Salesforce.com
10 3 (1.08%) GoldenSource
10 3 (1.08%) MapR
10 3 (1.08%) Platfora
11 2 (0.72%) Perforce
11 2 (0.72%) ServiceNow
Norwich, Norfolk
Hays Finance Technology
Salary: £30000.00 - £67000.00 per annum
Posted: 19 hours ago
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £42000 per annum + Benefits
Posted: 17 hours ago
City, London
Informatiq Consulting
Posted: 15 hours ago
Leeds, West Yorkshire
Searchability
Salary: £30000 - £45000 per annum + benefits
Posted: 17 hours ago
London
Eligo Recruitment Ltd
Salary: £50000 - £60000 per annum + Healthcare, Bonus package
Posted: Yesterday
London
The Workshop Technologies Ltd
Salary: Excellent salary + benefits
Posted: Yesterday
London
McGregor Boyall
Salary: £70000 - £100000 per annum + Benefits
Posted: 6 days ago
London
Harrington Starr
Salary: £55000 - £65000 per annum + Benefits + Bonus
Posted: Yesterday
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Ilkley, West Yorkshire
Senitor Associates
Salary: £25000 - £35000 per annum + Benefits
Posted: 4 days ago
London
Westbourne Partners
Salary: Up to £85,000 per annum £85000 + BONUS
Posted: 4 days ago
London
Robert Walters UK
Salary: £70000 - £90000 per annum
Posted: 5 days ago
London
Parallel Consulting
Salary: £55000 - £80000 per annum + Stock options pension health
Posted: 5 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 4 days ago
City, London
Martin & Conley
Salary: From £65,000 to £100,000 per annum Generous pension, holidays and othe
Posted: 8 days ago
Manchester, Lancashire
Modis International
Salary: £30000 - £40000 per annum
Posted: 5 days ago
Surrey
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 19 days ago