The following table provides summary statistics for permanent job vacancies with a requirement for Predictive Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Analytics over the 3 months to 26 April 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
UK
3 months to
26 Apr 2017
Same period 2016 Same period 2015
Rank 677 787 777
Rank change year-on-year +110 -10  
Permanent jobs citing Predictive Analytics 185 175 195
As % of all permanent IT jobs advertised in the UK 0.21% 0.17% 0.18%
As % of the Processes & Methodologies category 0.24% 0.19% 0.20%
Number of salaries quoted 146 140 139
Median salary £60,000 £60,000 £52,500
Median salary % change year-on-year - +14.28%  
90% offered a salary of more than £42,500 £42,500 £36,200
10% offered a salary of more than £82,500 £83,000 £80,000
UK excluding London median salary £47,500 £57,500 £47,500
% change year-on-year -17.39% +21.05%  

Predictive Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 77188 92199 96461
As % of all permanent IT job vacancies advertised in the UK 89.35% 88.76% 87.10%
Number of salaries quoted 63463 76569 77919
Median salary £50,000 £50,000 £50,000
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 £44,000
% change year-on-year - +2.27%  

Predictive Analytics
Job Vacancy Trend

The job posting trend of jobs advertised citing Predictive Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Predictive Analytics 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.

Salary trend for Predictive Analytics in the UK

Predictive Analytics
Salary Histogram

The salary distribution of IT jobs citing Predictive Analytics over the 3 months to 26 April 2017.

Salary histogram for Predictive Analytics 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 26 April 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 +101 172 £60,000 - 21
London +94 114 £70,000 +12.00% 4
East Midlands +40 29 £42,500 -19.04% 4
South East +55 15 £62,500 +31.57% 4
Derby - 12 £42,500 -
Derbyshire - 12 £42,500 -
Surrey +47 9 £60,000 +33.33% 2
City of London +43 9 £50,000 -31.03% 2
Nottinghamshire +9 8 £50,000 -4.76% 1
North West - 8 £31,250 - 2
Manchester - 7 £31,250 - 2
Northamptonshire - 7 £47,500 - 2
East of England +12 6 £51,000 -32.04%
Northampton - 6 £46,250 -
Norwich -8 5 £48,500 -49.90%
Norfolk -13 5 £48,500 -49.90%
Nottingham +13 3 £42,500 -19.04% 1
Guildford - 3 £60,000 - 1
Crawley - 3 £65,000 - 1
West Sussex - 3 £65,000 - 1
Northern Ireland - 3 £35,000 - 1
East Sussex - 2 £65,000 -
Leicestershire - 2 £50,000 - 1
Belfast - 2 £35,000 - 1
Chiswick - 2 £50,000 -
Brighton - 2 £65,000 -
County Antrim - 2 £35,000 - 1
Berkshire +16 1 £52,500 +31.25%
Scotland +9 1 - -
Edinburgh +6 1 - -

For the 6 months to 26 April 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.

1 332 (100.00%) Analytics
2 220 (66.27%) Big Data
3 167 (50.30%) Business Intelligence
4 165 (49.70%) Machine Learning
5 139 (41.87%) R
6 125 (37.65%) SQL
7 119 (35.84%) Python
8 111 (33.43%) Degree
9 104 (31.33%) Analytical Skills
10 93 (28.01%) Visualisation
11 89 (26.81%) Agile Software Development
12 86 (25.90%) ETL
13 82 (24.70%) Data Warehouse
14 79 (23.80%) Mathematics
15 77 (23.19%) Microsoft
15 77 (23.19%) Java
15 77 (23.19%) Finance
16 73 (21.99%) Tableau
17 72 (21.69%) Data Visualisation
18 67 (20.18%) Microsoft Azure
19 66 (19.88%) Hadoop
19 66 (19.88%) SQL Server
20 65 (19.58%) Computer Science
21 61 (18.37%) Marketing
22 59 (17.77%) Apache Spark
23 58 (17.47%) SQL Server Integration Services
23 58 (17.47%) QlikView
24 56 (16.87%) Power BI
25 55 (16.57%) SQL Server Analysis Services
26 54 (16.27%) Algorithms

Predictive Analytics
Co-occurring 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 59 (17.77%) Apache Spark
2 51 (15.36%) SAS
3 41 (12.35%) Apache
4 11 (3.31%) BizTalk Server
5 10 (3.01%) SharePoint
6 6 (1.81%) Apache Pig
7 3 (0.90%) Apache Solr
7 3 (0.90%) Confluence
7 3 (0.90%) Elasticsearch
7 3 (0.90%) OpenStack
8 1 (0.30%) Jupyter
8 1 (0.30%) nginx
Applications
1 40 (12.05%) Microsoft Excel
2 34 (10.24%) SPSS
3 19 (5.72%) Microsoft PowerPoint
4 13 (3.92%) Microsoft Office
Business Applications
1 11 (3.31%) SAP CRM
2 4 (1.20%) Hyperion Enterprise
3 3 (0.90%) HFM
3 3 (0.90%) Hyperion Planning
3 3 (0.90%) Sage 200
4 2 (0.60%) Salesforce.com CRM
5 1 (0.30%) SAP S/4HANA
Cloud Services
1 67 (20.18%) Microsoft Azure
2 29 (8.73%) Azure Machine Learning
3 21 (6.33%) Cloud Computing
4 20 (6.02%) Amazon AWS
5 13 (3.92%) Google Analytics
6 12 (3.61%) Google Cloud Platform
7 7 (2.11%) SaaS
8 5 (1.51%) Data Lake Analytics
9 3 (0.90%) PaaS
10 2 (0.60%) Amazon S3
10 2 (0.60%) GitHub
10 2 (0.60%) IaaS
11 1 (0.30%) Amazon Kinesis
Communications & Networking
1 11 (3.31%) Internet
2 6 (1.81%) HTTP
3 1 (0.30%) TCP/IP
3 1 (0.30%) Wireless
Database & Business Intelligence
1 220 (66.27%) Big Data
2 82 (24.70%) Data Warehouse
3 66 (19.88%) Hadoop
3 66 (19.88%) SQL Server
4 58 (17.47%) QlikView
4 58 (17.47%) SQL Server Integration Services
5 56 (16.87%) Power BI
6 55 (16.57%) SQL Server Analysis Services
7 52 (15.66%) SQL Server Reporting Services
8 38 (11.45%) NoSQL
9 31 (9.34%) SQL Server 2016
10 30 (9.04%) Relational Database
11 27 (8.13%) RDBMS
12 25 (7.53%) Data Mining
13 16 (4.82%) Apache Hive
14 15 (4.52%) BusinessObjects
14 15 (4.52%) MongoDB
15 11 (3.31%) HDInsight
15 11 (3.31%) SAP BW
16 10 (3.01%) SQL Server 2012
Development Applications
1 13 (3.92%) Git (software)
2 7 (2.11%) Visual Studio
3 6 (1.81%) JIRA
4 5 (1.51%) ERwin
5 4 (1.20%) Jenkins
5 4 (1.20%) Subversion
5 4 (1.20%) Talend Open Studio
6 3 (0.90%) Apache Continuum
6 3 (0.90%) JUnit
6 3 (0.90%) NetBeans
7 2 (0.60%) Bitbucket
7 2 (0.60%) Cucumber
7 2 (0.60%) Eclipse
7 2 (0.60%) Grunt
7 2 (0.60%) IntelliJ
7 2 (0.60%) JBehave
7 2 (0.60%) Mocha
7 2 (0.60%) Mockito
7 2 (0.60%) Selenium
7 2 (0.60%) TeamCity
General
1 77 (23.19%) Finance
2 61 (18.37%) Marketing
3 42 (12.65%) Retail
4 17 (5.12%) Banking
5 13 (3.92%) Games
6 12 (3.61%) Telecoms
7 8 (2.41%) Advertising
8 5 (1.51%) Investment Banking
9 4 (1.20%) Financial Institution
9 4 (1.20%) Front Office
9 4 (1.20%) Manufacturing
9 4 (1.20%) Publishing
10 2 (0.60%) Legal
11 1 (0.30%) Aerospace
11 1 (0.30%) Automotive
Job Titles
1 70 (21.08%) Data Scientist
2 43 (12.95%) Analyst
2 43 (12.95%) Developer
3 40 (12.05%) Consultant
4 33 (9.94%) Architect
5 30 (9.04%) Analytics Manager
6 21 (6.33%) Data Analytics Manager
7 18 (5.42%) Business Intelligence Analyst
8 17 (5.12%) Data Architect
9 16 (4.82%) Business Intelligence Consultant
9 16 (4.82%) Senior Developer
10 14 (4.22%) Analytics Consultant
10 14 (4.22%) Business Analyst
10 14 (4.22%) Senior Data Scientist
10 14 (4.22%) Solutions Architect
11 13 (3.92%) Business Consultant
12 12 (3.61%) Business Intelligence Developer
13 11 (3.31%) Associate Director
13 11 (3.31%) Data Engineer
14 10 (3.01%) Microsoft Developer
Libraries, Frameworks & Software Standards
1 21 (6.33%) .NET
2 10 (3.01%) Natural Language Processing
3 9 (2.71%) HTML
4 8 (2.41%) CSS
4 8 (2.41%) Web Services
5 7 (2.11%) RESTful
6 6 (1.81%) AngularJS
6 6 (1.81%) HTML5
6 6 (1.81%) Kafka
6 6 (1.81%) Node.js
6 6 (1.81%) REST
7 5 (1.51%) ASP.NET
7 5 (1.51%) ASP.NET MVC
7 5 (1.51%) CSS3
7 5 (1.51%) D3.js
7 5 (1.51%) React
8 4 (1.20%) .NET Framework
8 4 (1.20%) Entity Framework
8 4 (1.20%) JMS
8 4 (1.20%) Lucene
Miscellaneous
1 104 (31.33%) Analytical Skills
2 65 (19.58%) Computer Science
3 54 (16.27%) Algorithms
4 16 (4.82%) Greenfield Project
5 14 (4.22%) Credit Risk
6 13 (3.92%) Enterprise Software
6 13 (3.92%) Social Media
7 12 (3.61%) Management Information System
7 12 (3.61%) User Experience
8 11 (3.31%) Internet of Things
8 11 (3.31%) NHS
9 8 (2.41%) Fintech
10 7 (2.11%) PMI
10 7 (2.11%) Video Conferencing
11 5 (1.51%) Mobile App
12 4 (1.20%) Online Games
12 4 (1.20%) Semantic Web
12 4 (1.20%) Social Network
13 3 (0.90%) Data Structures
13 3 (0.90%) FMCG
Operating Systems
1 22 (6.63%) Linux
2 4 (1.20%) Unix
2 4 (1.20%) Windows
3 2 (0.60%) CentOS
3 2 (0.60%) Red Hat Enterprise Linux
4 1 (0.30%) Android
4 1 (0.30%) Apple iOS
Processes & Methodologies
1 332 (100.00%) Analytics
2 167 (50.30%) Business Intelligence
3 165 (49.70%) Machine Learning
4 93 (28.01%) Visualisation
5 89 (26.81%) Agile Software Development
6 86 (25.90%) ETL
7 79 (23.80%) Mathematics
8 72 (21.69%) Data Visualisation
9 41 (12.35%) Data Analytics
10 40 (12.05%) Data Analysis
11 38 (11.45%) Statistics
12 37 (11.14%) Business Analytics
13 36 (10.84%) Stakeholder Management
14 35 (10.54%) CRM
15 34 (10.24%) Physics
16 31 (9.34%) Data Modelling
17 28 (8.43%) Data Management
17 28 (8.43%) Presales
17 28 (8.43%) Software Engineering
18 26 (7.83%) ITIL
Programming Languages
1 139 (41.87%) R
2 125 (37.65%) SQL
3 119 (35.84%) Python
4 77 (23.19%) Java
5 52 (15.66%) C#
6 37 (11.14%) Scala
7 36 (10.84%) C++
8 33 (9.94%) MATLAB
9 20 (6.02%) C
10 18 (5.42%) PHP
11 11 (3.31%) JavaScript
12 10 (3.01%) T-SQL
13 4 (1.20%) Bash Shell
13 4 (1.20%) Data Analysis Expressions (DAX)
13 4 (1.20%) Groovy
14 3 (0.90%) Shell Script
14 3 (0.90%) VBA
15 2 (0.60%) PowerShell
15 2 (0.60%) TypeScript
15 2 (0.60%) XPath
Qualifications
1 111 (33.43%) Degree
2 22 (6.63%) PhD
3 8 (2.41%) ISEB
4 7 (2.11%) PMI Certification
4 7 (2.11%) PMP
5 6 (1.81%) MCP
5 6 (1.81%) Microsoft Certification
6 2 (0.60%) ACCA
7 1 (0.30%) BPSS Clearance
7 1 (0.30%) CIMA
Quality Assurance & Compliance
1 17 (5.12%) Data Quality
2 15 (4.52%) QA
3 12 (3.61%) SLA
4 10 (3.01%) COBIT
5 3 (0.90%) GCP
System Software
1 6 (1.81%) Docker
2 5 (1.51%) HDFS
3 3 (0.90%) Apache Flume
3 3 (0.90%) Virtual Machines
Systems Management
1 5 (1.51%) Opscode Chef
1 5 (1.51%) Puppet
2 4 (1.20%) Kubernetes
3 3 (0.90%) Ambari
3 3 (0.90%) Oozie
4 2 (0.60%) HP Operations Orchestration
4 2 (0.60%) Rundeck
4 2 (0.60%) Salt
Vendors
1 77 (23.19%) Microsoft
2 73 (21.99%) Tableau
3 22 (6.63%) Google
4 18 (5.42%) Oracle
5 15 (4.52%) Netezza
5 15 (4.52%) Teradata
6 14 (4.22%) SAP
7 11 (3.31%) Hyperion
8 6 (1.81%) Cloudera
8 6 (1.81%) Salesforce.com
9 5 (1.51%) Hortonworks
10 4 (1.20%) Talend
11 3 (0.90%) Adobe
11 3 (0.90%) GoldenSource
11 3 (0.90%) IBM
11 3 (0.90%) Platfora
11 3 (0.90%) Sage
12 2 (0.60%) HP
12 2 (0.60%) Perforce
12 2 (0.60%) SaltStack
London
onezeero.
Salary: £55000 - £65000 per annum
Posted: 4 hours ago
City, London
Harvey Nash plc
Salary: £76400 per annum
Posted: 7 hours ago
Leicestershire
Nigel Frank International
Salary: £45000 - £50000 per annum + Competitive package, bonus scheme
Posted: 13 hours ago
Nottingham, Nottinghamshire
MHR
Salary: Competitive Salary, 25 Days Holiday, Free Training
Posted: 12 hours ago
Northamptonshire
Nigel Frank International
Salary: £45000 per annum + unique benefits
Posted: 13 hours ago
Banbury, Oxfordshire
Auburn Rose
Salary: From £50,000 to £55,000 per annum + Benefits
Posted: 2 days ago
Northamptonshire
Nigel Frank International
Salary: £45000 - £50000 per annum + Health care, Pension scheme
Posted: Yesterday
Leeds, West Yorkshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: Yesterday
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £42000 per annum + Benefits
Posted: 2 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum
Posted: 2 days ago
Leamington Spa, Warwickshire
HAYS INFORMATION TECHNOLOGY
Salary: £100000.00 - £130000.00 per annum + bonus and benefits
Posted: Yesterday
London
McGregor Boyall
Salary: £70000 - £120000 per annum + Benefits
Posted: 5 days ago
Surrey
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 7 days ago
Durham, County Durham
Sanderson
Salary: £30000.00 per annum
Posted: 6 days ago
Durham, County Durham
Sanderson
Salary: £30000.00 per annum
Posted: 6 days ago
Durham, County Durham
Sanderson
Salary: £50000.00 per annum
Posted: 6 days ago
Stockport, Cheshire
BOSCH Automotive Service Solutions
Salary: £Competitive + Benefits
Posted: 5 days ago
Belfast
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £40000.00 per annum
Posted: 15 days ago
Crawley, West Sussex
Sanderson
Salary: £60000 - £65000 per annum + car allowance
Posted: 8 days ago
City, London
Lorien Resourcing
Salary: £50000 - £60000 per annum + bonus + benefits
Posted: 5 days ago
Guildford
Computer Futures
Salary: £80000 - £100000 per annum + £6k Car, Pension, Healthcare
Posted: 13 days ago
Leeds
Tectre Limited
Salary: £30,000 - £40,000 per year
Posted: 23 days ago