Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Warwickshire with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
West Midlands > Warwickshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 40 62 41
Rank change year-on-year +22 -21 +57
Permanent jobs citing Analytics 76 48 77
As % of all permanent IT jobs advertised in Warwickshire 5.96% 3.94% 5.39%
As % of the Processes & Methodologies category 6.67% 4.30% 6.01%
Number of salaries quoted 81 50 47
Warwickshire median annual salary £32,500 £35,000 £37,500
Median salary % change year-on-year -7.14% -6.67% -31.82%
10th Percentile £19,000 £24,200 £22,500
90th Percentile £50,250 £54,125 £55,100
West Midlands median annual salary £42,500 £37,500 £41,000
% change year-on-year +13.33% -8.54% -6.29%

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warwickshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Warwickshire
Permanent vacancies with a requirement for process or methodology skills 1140 1116 1281
As % of all permanent IT jobs advertised in Warwickshire 89.34% 91.70% 89.64%
Number of salaries quoted 1035 860 1129
Warwickshire median annual salary £37,500 £39,000 £37,750
Median salary % change year-on-year -3.85% +3.31% -5.63%
10th Percentile £23,750 £22,725 £22,500
90th Percentile £60,000 £58,750 £58,950
West Midlands median annual salary £40,000 £40,000 £40,000

Analytics
Job Vacancy Trend in Warwickshire

Job postings citing Analytics as a percentage of all IT jobs advertised in Warwickshire.

Job vacancy trend for Analytics in Warwickshire

Analytics
Salary Trend in Warwickshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in Warwickshire.

Salary trend for Analytics in Warwickshire

Analytics
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing Analytics in Warwickshire over the 6 months to 17 November 2017.

Salary histogram for Analytics in Warwickshire

Analytics
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Warwickshire region over the 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nuneaton +4 15 £41,000 +10.81%
Warwick +10 14 £48,500 +38.57% 1
Stratford-upon-Avon -6 3 £42,500 +21.43%
Analytics
West Midlands

For the 6 months to 17 November 2017, IT jobs citing 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 Warwickshire region with a requirement for Analytics.

1 61 (80.26%) SQL
2 37 (48.68%) Microsoft Azure
3 26 (34.21%) IBM
3 26 (34.21%) SQL Server
4 25 (32.89%) Business Intelligence
4 25 (32.89%) SPSS
5 24 (31.58%) Analytical Skills
6 23 (30.26%) Cognos
7 22 (28.95%) R
7 22 (28.95%) Azure Data Factory
8 21 (27.63%) Microsoft
9 20 (26.32%) JavaScript
9 20 (26.32%) SQL Server Integration Services
10 19 (25.00%) Python
10 19 (25.00%) Machine Learning
11 18 (23.68%) Marketing
12 17 (22.37%) C#
12 17 (22.37%) Big Data
13 16 (21.05%) Azure Machine Learning
13 16 (21.05%) Power BI
13 16 (21.05%) DataStage
13 16 (21.05%) .NET
13 16 (21.05%) ETL
14 15 (19.74%) Information Management
15 13 (17.11%) Agile Software Development
15 13 (17.11%) AngularJS
16 12 (15.79%) SAS
16 12 (15.79%) Data Warehouse
16 12 (15.79%) Google
17 11 (14.47%) CSS

Analytics
Co-occurring IT Skills in Warwickshire 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 12 (15.79%) SAS
2 6 (7.89%) CMS
2 6 (7.89%) Drupal
2 6 (7.89%) WordPress
3 4 (5.26%) Oracle SOA Suite
4 3 (3.95%) Apache Spark
4 3 (3.95%) GlassFish
4 3 (3.95%) JBoss
4 3 (3.95%) WildFly
Applications
1 25 (32.89%) SPSS
2 5 (6.58%) Microsoft Excel
Business Applications
1 6 (7.89%) Magento
1 6 (7.89%) Shopify
Cloud Services
1 37 (48.68%) Microsoft Azure
2 22 (28.95%) Azure Data Factory
3 16 (21.05%) Azure Machine Learning
4 6 (7.89%) AdWords
4 6 (7.89%) Basecamp
5 4 (5.26%) Amazon AWS
5 4 (5.26%) Bluemix
5 4 (5.26%) IaaS
5 4 (5.26%) IBM Cloud
5 4 (5.26%) PaaS
6 3 (3.95%) Google Analytics
7 1 (1.32%) Azure Active Directory
7 1 (1.32%) Cloud Computing
Database & Business Intelligence
1 26 (34.21%) SQL Server
2 20 (26.32%) SQL Server Integration Services
3 17 (22.37%) Big Data
4 16 (21.05%) DataStage
4 16 (21.05%) Power BI
5 12 (15.79%) Data Warehouse
6 9 (11.84%) NoSQL
6 9 (11.84%) SAS Enterprise Guide
6 9 (11.84%) SQL Server 2008
7 7 (9.21%) MongoDB
7 7 (9.21%) SAP Data Services
8 4 (5.26%) CouchDB
9 3 (3.95%) Apache Cassandra
9 3 (3.95%) BusinessObjects
9 3 (3.95%) Hadoop
9 3 (3.95%) MySQL
9 3 (3.95%) PostgreSQL
10 2 (2.63%) MarkLogic
10 2 (2.63%) RDBMS
10 2 (2.63%) SQL Server 2012
Development Applications
1 6 (7.89%) JIRA
2 4 (5.26%) JSUnit
3 3 (3.95%) Hudson
3 3 (3.95%) JBehave
3 3 (3.95%) Jenkins
3 3 (3.95%) JUnit
4 2 (2.63%) Team Foundation Server
5 1 (1.32%) Rational Rose
General
1 18 (23.68%) Marketing
2 8 (10.53%) Finance
3 1 (1.32%) Telecoms
Job Titles
1 32 (42.11%) Developer
2 23 (30.26%) Analyst
3 17 (22.37%) Junior
4 14 (18.42%) SQL Developer
5 13 (17.11%) Graduate
5 13 (17.11%) Graduate Developer
5 13 (17.11%) Junior Developer
6 12 (15.79%) Marketing Analyst
7 11 (14.47%) Graduate SQL Developer
8 8 (10.53%) Big Data Developer
9 7 (9.21%) Business Intelligence Specialist
9 7 (9.21%) Data Warehouse Specialist
9 7 (9.21%) Junior SQL Developer
9 7 (9.21%) Service Desk Support
10 6 (7.89%) Consultant
11 5 (6.58%) Data Analyst
11 5 (6.58%) Project Manager
12 4 (5.26%) Software Developer
12 4 (5.26%) Web Manager
12 4 (5.26%) Web Project Manager
Libraries, Frameworks & Software Standards
1 16 (21.05%) .NET
2 13 (17.11%) AngularJS
3 11 (14.47%) CSS
4 7 (9.21%) HTML
5 4 (5.26%) LESS
5 4 (5.26%) Node.js
6 3 (3.95%) .NET Framework
6 3 (3.95%) ASP.NET
6 3 (3.95%) Hibernate
6 3 (3.95%) HornetQ
6 3 (3.95%) Java EE
6 3 (3.95%) JAX-RS
6 3 (3.95%) JMS
6 3 (3.95%) jQuery
6 3 (3.95%) RESTEasy
6 3 (3.95%) RESTful
6 3 (3.95%) Spring
6 3 (3.95%) Spring Boot
6 3 (3.95%) WireMock
7 2 (2.63%) LINQ
Miscellaneous
1 24 (31.58%) Analytical Skills
2 8 (10.53%) Mobile App
3 4 (5.26%) User Experience
4 3 (3.95%) Management Information System
4 3 (3.95%) Social Media
5 2 (2.63%) Algorithms
5 2 (2.63%) N-Tier
Operating Systems
1 4 (5.26%) Android
1 4 (5.26%) Apple iOS
2 1 (1.32%) Windows
2 1 (1.32%) Windows Mobile
Processes & Methodologies
1 25 (32.89%) Business Intelligence
2 19 (25.00%) Machine Learning
3 16 (21.05%) ETL
4 15 (19.74%) Information Management
5 13 (17.11%) Agile Software Development
6 10 (13.16%) Data Analytics
6 10 (13.16%) Proactive Monitoring
7 9 (11.84%) Actionable Insight
8 8 (10.53%) Project Management
9 7 (9.21%) Waterfall
10 6 (7.89%) Personalization
11 5 (6.58%) CRM
11 5 (6.58%) SOA
12 4 (5.26%) Web Development
13 3 (3.95%) Continuous Integration
13 3 (3.95%) Data Mapping
13 3 (3.95%) Mathematics
13 3 (3.95%) Predictive Analytics
13 3 (3.95%) TDD
13 3 (3.95%) Unit Testing
Programming Languages
1 61 (80.26%) SQL
2 22 (28.95%) R
3 20 (26.32%) JavaScript
4 19 (25.00%) Python
5 17 (22.37%) C#
6 3 (3.95%) Java
6 3 (3.95%) Scala
6 3 (3.95%) VBA
7 2 (2.63%) T-SQL
8 1 (1.32%) PowerShell
Qualifications
1 4 (5.26%) Degree
2 2 (2.63%) PhD
3 1 (1.32%) MCSE
3 1 (1.32%) Microsoft Certification
3 1 (1.32%) SC Cleared
3 1 (1.32%) Security Cleared
Quality Assurance & Compliance
1 10 (13.16%) SLA
System Software
1 3 (3.95%) Docker
2 1 (1.32%) Active Directory
Systems Management
1 1 (1.32%) Microsoft Intune
1 1 (1.32%) SCCM
Vendors
1 26 (34.21%) IBM
2 23 (30.26%) Cognos
3 21 (27.63%) Microsoft
4 12 (15.79%) Google
5 7 (9.21%) Informatica
5 7 (9.21%) SAP
6 6 (7.89%) Oracle
7 3 (3.95%) Sitecore
8 1 (1.32%) Adobe
8 1 (1.32%) Casewise
8 1 (1.32%) Tableau