The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 786 790 927
Rank change year-on-year
+4 +137
Permanent jobs citing Predictive Analytics 170 190 67
As % of all permanent IT jobs located in the UK 0.16% 0.17% 0.056%
As % of the Processes & Methodologies category 0.19% 0.20% 0.066%
Number of salaries quoted 134 135 45
Average salary £57,500 £52,500 £70,000
Average salary % change year-on-year
+9.52% -25.00%
90% offered a salary of more than £42,500 £35,000 £40,000
10% offered a salary of more than £77,500 £80,000 £100,000
UK excluding London average salary £57,500 £42,500 £42,500
% change year-on-year
+35.29% -

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
90545 95411 102003
As % of all permanent IT jobs located in the UK 87.61% 85.93% 85.31%
Number of salaries quoted 75257 77107 82195
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £30,250
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Predictive Analytics
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Predictive Analytics within the UK as a proportion of the total demand within 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 29 April 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 average salaries quoted in IT jobs citing Predictive Analytics within the UK over the 3 months to 29 April 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -17 163 £60,000 +14.28% 18
London -32 79 £61,250 +11.36% 7
West Midlands 0 32 £57,500 +15.00% 3
South East +27 24 £47,500 +11.76% 2
Warwickshire +10 21 £60,000 +20.00% 3
Warwick - 21 £60,000 - 3
South West - 13 £57,500 - 1
City of London +38 10 £59,250 +18.50% 1
Berkshire +16 9 £40,000 +14.28% 2
Buckinghamshire +18 8 £60,000 +41.17%
Wiltshire - 8 £61,250 -
Slough - 8 - -
Swindon - 8 £61,250 -
Yorkshire +17 6 £57,500 +109.09%
East of England +12 5 £75,050 +45.02% 2
West Yorkshire +12 5 £67,500 +145.45%
Leeds +9 5 £67,500 +145.45%
Birmingham -17 5 £45,000 -
Bristol - 5 £42,500 - 1
Surrey -12 4 £45,000 -28.00%
Milton Keynes +23 3 - -
Hampshire +18 3 £50,000 +36.98%
Cambridge - 3 £46,250 - 1
Godalming - 3 £45,000 -
Cambridgeshire - 3 £46,250 - 1
Scotland -7 2 £62,500 +132.14% 1
Norfolk - 2 £96,825 -
Southampton - 2 £50,000 -
Norwich - 2 £96,825 -
Reading +23 1 £40,000 +14.28%

Predictive Analytics
Top 30 Related IT Skills

For the 6 months to 29 April 2016, IT jobs within the UK citing Predictive Analytics also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Predictive Analytics.

1 379 (100.00%) Analytics
2 252 (66.49%) Big Data
3 139 (36.68%) SQL
4 135 (35.62%) Machine Learning
5 131 (34.56%) Degree
5 131 (34.56%) Business Intelligence
6 117 (30.87%) Hadoop
7 115 (30.34%) Python
8 110 (29.02%) Java
9 104 (27.44%) Finance
10 102 (26.91%) R
11 98 (25.86%) Oracle
12 87 (22.96%) Mathematics
13 84 (22.16%) Microsoft
13 84 (22.16%) Retail
14 79 (20.84%) Computer Science
15 77 (20.32%) Apache Spark
16 72 (19.00%) Smart Meter
16 72 (19.00%) Agile Software Development
17 70 (18.47%) Data Mining
18 69 (18.21%) Algorithms
19 68 (17.94%) Analytical Skills
19 68 (17.94%) Data Warehouse
19 68 (17.94%) ITIL
19 68 (17.94%) NoSQL
20 66 (17.41%) SQL Server
21 65 (17.15%) Tableau
22 64 (16.89%) Scala
23 62 (16.36%) Visualisation
23 62 (16.36%) ISO 9001

Predictive Analytics
Top Related IT Skills by Category

For the 6 months to 29 April 2016, IT jobs within the UK citing Predictive Analytics also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Predictive Analytics. Up to 20 skills are shown per category.

Application Platforms
1 77 (20.32%) Apache Spark
2 59 (15.57%) SAS
3 28 (7.39%) GlassFish
3 28 (7.39%) JBoss
3 28 (7.39%) WildFly
4 27 (7.12%) SharePoint
5 26 (6.86%) Apache Pig
6 9 (2.37%) Apache
7 8 (2.11%) Elasticsearch
8 5 (1.32%) SharePoint 2013
9 4 (1.06%) Apache Solr
9 4 (1.06%) BizTalk Server
10 2 (0.53%) CMS
10 2 (0.53%) DNN
11 1 (0.26%) NetWeaver
11 1 (0.26%) Node.js
11 1 (0.26%) NServiceBus
11 1 (0.26%) Oracle SOA Suite
Applications
1 41 (10.82%) SPSS
2 26 (6.86%) MS Excel
3 15 (3.96%) MS PowerPoint
4 12 (3.17%) S-PLUS
5 8 (2.11%) MS Office
6 6 (1.58%) Weka
7 1 (0.26%) Stata
Business Applications
1 3 (0.79%) SAP CRM
2 1 (0.26%) Dynamics AX
2 1 (0.26%) Dynamics NAV
2 1 (0.26%) Oracle BPM
2 1 (0.26%) SAP BPC
2 1 (0.26%) SAP InfiniteInsight
Cloud Services
1 36 (9.50%) Microsoft Azure
2 11 (2.90%) Azure Machine Learning
3 10 (2.64%) Amazon AWS
3 10 (2.64%) PaaS
4 5 (1.32%) IaaS
5 4 (1.06%) Google Analytics
5 4 (1.06%) Google Cloud Platform
6 2 (0.53%) Amazon S3
6 2 (0.53%) GitHub
7 1 (0.26%) Amazon EC2
7 1 (0.26%) Amazon EMR
7 1 (0.26%) Cloud Computing
7 1 (0.26%) SaaS
Communications & Networking
1 12 (3.17%) WebEx
2 7 (1.85%) Internet
3 1 (0.26%) Firewall
3 1 (0.26%) FTP
3 1 (0.26%) GPRS
3 1 (0.26%) GSM
3 1 (0.26%) HTTP
3 1 (0.26%) NAS
3 1 (0.26%) SAN
3 1 (0.26%) SMTP
Database & Business Intelligence
1 252 (66.49%) Big Data
2 117 (30.87%) Hadoop
3 70 (18.47%) Data Mining
4 68 (17.94%) Data Warehouse
4 68 (17.94%) NoSQL
5 66 (17.41%) SQL Server
6 58 (15.30%) MySQL
7 57 (15.04%) MongoDB
7 57 (15.04%) SQL Server Integration Services
8 55 (14.51%) SQL Server Reporting Services
9 44 (11.61%) Apache Cassandra
10 39 (10.29%) Power BI
10 39 (10.29%) SQL Server Analysis Services
11 37 (9.76%) PostgreSQL
12 30 (7.92%) QlikView
13 28 (7.39%) Apache Hive
13 28 (7.39%) BusinessObjects
14 26 (6.86%) Relational Database
15 25 (6.60%) HDInsight
16 18 (4.75%) SQL Server 2014
Development Applications
1 31 (8.18%) Jenkins
2 29 (7.65%) Hudson
3 28 (7.39%) JBehave
3 28 (7.39%) JUnit
4 17 (4.49%) ERwin
5 2 (0.53%) ProC
5 2 (0.53%) Subversion
6 1 (0.26%) Cucumber
6 1 (0.26%) Git (software)
6 1 (0.26%) Ranorex
6 1 (0.26%) Selenium
6 1 (0.26%) SpecFlow
6 1 (0.26%) SQL Server Management Studio (SSMS)
6 1 (0.26%) TeamCity
6 1 (0.26%) Visual Studio
6 1 (0.26%) VSS/SourceSafe
General
1 104 (27.44%) Finance
2 84 (22.16%) Retail
3 35 (9.23%) Marketing
4 25 (6.60%) Banking
5 22 (5.80%) Billing
6 18 (4.75%) Telecoms
7 7 (1.85%) Games
8 5 (1.32%) Pharmaceutical
9 4 (1.06%) Law
9 4 (1.06%) Legal
10 3 (0.79%) Automotive
11 2 (0.53%) Aerospace
11 2 (0.53%) Manufacturing
Job Titles
1 62 (16.36%) Analyst
2 60 (15.83%) Developer
3 56 (14.78%) Consultant
4 51 (13.46%) Data Scientist
5 39 (10.29%) Java Developer
6 37 (9.76%) Senior Manager
7 36 (9.50%) Business Manager
8 33 (8.71%) Senior Developer
9 30 (7.92%) Architect
10 29 (7.65%) Senior Java Developer
11 26 (6.86%) Data Architect
12 24 (6.33%) Business Analyst
13 22 (5.80%) Business Relationship Manager
13 22 (5.80%) Relationships Manager
14 20 (5.28%) Programme Manager
15 19 (5.01%) Business Intelligence Consultant
15 19 (5.01%) Microsoft BI Consultant
15 19 (5.01%) Microsoft Consultant
16 17 (4.49%) Lead Business Analyst
17 16 (4.22%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 45 (11.87%) .NET
2 32 (8.44%) Spring
3 31 (8.18%) Hibernate
4 29 (7.65%) Java EE
5 28 (7.39%) HornetQ
5 28 (7.39%) JAX-RS
5 28 (7.39%) JMS
5 28 (7.39%) JPA
5 28 (7.39%) RESTEasy
5 28 (7.39%) RESTful
6 19 (5.01%) D3.js
7 18 (4.75%) .NET Framework
8 17 (4.49%) HTML
8 17 (4.49%) Natural Language Processing
9 14 (3.69%) HTML5
10 13 (3.43%) Middleware
11 12 (3.17%) MLlib
12 10 (2.64%) MDX
13 9 (2.37%) RHadoop
14 7 (1.85%) Kafka
Miscellaneous
1 87 (22.96%) Mathematics
2 79 (20.84%) Computer Science
3 72 (19.00%) Smart Meter
4 69 (18.21%) Algorithms
5 68 (17.94%) Analytical Skills
6 62 (16.36%) Visualisation
7 56 (14.78%) Artificial Intelligence
7 56 (14.78%) Statistics
8 52 (13.72%) Mobile App
9 48 (12.66%) Management Information System
10 31 (8.18%) Economics
11 24 (6.33%) Neural Network
12 20 (5.28%) Data Integration
12 20 (5.28%) Fintech
13 17 (4.49%) Freedom of Information
14 12 (3.17%) Enterprise Software
15 11 (2.90%) Applied Mathematics
15 11 (2.90%) Data Structures
16 9 (2.37%) Digital Media
17 8 (2.11%) Physics
Operating Systems
1 30 (7.92%) Android
2 29 (7.65%) Apple iOS
3 20 (5.28%) Linux
4 4 (1.06%) Unix
5 3 (0.79%) Windows
6 1 (0.26%) Windows Mobile
Processes & Methodologies
1 379 (100.00%) Analytics
2 135 (35.62%) Machine Learning
3 131 (34.56%) Business Intelligence
4 72 (19.00%) Agile Software Development
5 68 (17.94%) ITIL
6 59 (15.57%) Presales
7 58 (15.30%) Change Management
8 57 (15.04%) Data Management
8 57 (15.04%) Project Management
9 51 (13.46%) Scrum
10 50 (13.19%) Performance Management
10 50 (13.19%) Predictive Modelling
11 48 (12.66%) Business Analysis
12 47 (12.40%) Software Engineering
13 43 (11.35%) Data Modelling
13 43 (11.35%) ETL
14 38 (10.03%) Data Analytics
14 38 (10.03%) SOA
15 36 (9.50%) Quality Management
16 35 (9.23%) Information Management
Programming Languages
1 139 (36.68%) SQL
2 115 (30.34%) Python
3 110 (29.02%) Java
4 102 (26.91%) R
5 64 (16.89%) Scala
6 46 (12.14%) C#
7 28 (7.39%) Clojure
8 27 (7.12%) MATLAB
9 25 (6.60%) C
10 23 (6.07%) JavaScript
11 15 (3.96%) C++
12 11 (2.90%) Perl
13 10 (2.64%) T-SQL
14 6 (1.58%) VB.NET
14 6 (1.58%) VBA
15 5 (1.32%) HiveQL
15 5 (1.32%) Ruby
16 3 (0.79%) SPARQL
17 2 (0.53%) Julia
18 1 (0.26%) X++
Qualifications
1 131 (34.56%) Degree
2 50 (13.19%) CITP
3 32 (8.44%) PhD
4 23 (6.07%) PMI Certification
4 23 (6.07%) PMP
5 20 (5.28%) PRINCE2 Certification
6 12 (3.17%) SC Cleared
6 12 (3.17%) Security Cleared
7 10 (2.64%) Microsoft Certification
8 2 (0.53%) CIMA
8 2 (0.53%) ISACA
8 2 (0.53%) ITIL Certification
8 2 (0.53%) MBA
9 1 (0.26%) DV Cleared
9 1 (0.26%) ISTQB
9 1 (0.26%) Six Sigma Black Belt
9 1 (0.26%) Six Sigma Green Belt
Quality Assurance & Compliance
1 62 (16.36%) ISO 9001
2 22 (5.80%) ISO/IEC 20000
3 17 (4.49%) Data Quality
4 10 (2.64%) TickIT
5 7 (1.85%) SLA
6 5 (1.32%) IAS 39
7 4 (1.06%) QA
System Software
1 6 (1.58%) Docker
2 1 (0.26%) Apache Flume
Systems Management
1 3 (0.79%) Hadoop YARN
2 2 (0.53%) Puppet
3 1 (0.26%) Oozie
Vendors
1 98 (25.86%) Oracle
2 84 (22.16%) Microsoft
3 65 (17.15%) Tableau
4 34 (8.97%) SAP
5 31 (8.18%) Facebook
6 28 (7.39%) Twitter
7 12 (3.17%) Actian
7 12 (3.17%) RapidMiner
8 11 (2.90%) MicroStrategy
9 10 (2.64%) IBM
10 9 (2.37%) Google
10 9 (2.37%) Teradata
11 7 (1.85%) Informatica
12 5 (1.32%) Ab Initio
12 5 (1.32%) Hyperion
13 3 (0.79%) Cognos
13 3 (0.79%) HP
13 3 (0.79%) TOWER Software
14 2 (0.53%) Cloudera
14 2 (0.53%) Siebel
Cambridge, Cambridgeshire
Cambridge Assessment
Salary: Competitive plus benefits
Posted: Yesterday
Manchester, Lancashire
ANSON MCCADE
Salary: £70,000-£90,000
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £70,000-£90,000
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £70,000-£90,000
Posted: 3 days ago
Bristol, Avon
Ability Resourcing
Salary: £35000 - £55000 per annum
Posted: 3 days ago
Nottingham, Nottinghamshire
MHR
Salary: £45000 - £55000 per annum + benefits + car allowance
Posted: 3 days ago
London
Computer Futures
Salary: £45000 per annum + £45,000 OTE
Posted: 15 days ago
London
Computer Futures
Salary: £120000 - £140000 per annum + Double OTE, Package
Posted: 16 days ago
Warwick
First Utility
Salary: £55,000 - £65,000 + Bonus + Benefits
Posted: 16 days ago
Warwick, Warwickshire
First Utility
Posted: 18 days ago
Warwick, Warwickshire
First Utility
Salary: From £50,000 to £65,000 per annum + bonus + excellent benefits
Posted: 18 days ago
London
Computer Futures
Salary: Double OTE, Package
Posted: 21 days ago
London
Computer Futures
Salary: £90000 - £180000 per annum + competitive
Posted: 22 days ago
Hayes, Middlesex
Vodafone
Salary: £Attractive Base plus Bonus, 28 days hols, pension sheme, share scheme
Posted: 23 days ago
Bracknell, Berkshire
Vodafone
Salary: £Attractive Base plus Bonus, 28 days hols, pension sheme, share scheme
Posted: 23 days ago
Newbury, Berkshire
Vodafone
Salary: £Attractive Base plus Bonus, 28 days hols, pension sheme, share scheme
Posted: 23 days ago