Period
to 22 November 2017

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in the East Midlands. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 22 November 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 24 27 19
Rank change year-on-year +3 -8 +7
Permanent jobs citing Analytical Skills 430 482 817
As % of all permanent IT jobs advertised in the East Midlands 8.16% 7.32% 11.08%
As % of the Miscellaneous category 21.36% 19.66% 26.93%
Number of salaries quoted 330 391 562
East Midlands median annual salary £39,500 £42,500 £37,500
Median salary % change year-on-year -7.06% +13.33% -11.76%
10th Percentile £21,225 £25,500 £21,250
90th Percentile £57,500 £62,500 £62,500
England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East Midlands with a requirement for generic IT skills.

All Generic IT Skills
East Midlands
Permanent vacancies with a requirement for generic IT skills 2013 2452 3034
As % of all permanent IT jobs advertised in the East Midlands 38.18% 37.21% 41.14%
Number of salaries quoted 1649 1929 2325
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £23,250 £23,750 £21,500
90th Percentile £62,500 £63,750 £58,750
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +3.26%

Analytical Skills
Job Vacancy Trend in the East Midlands

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Analytical Skills in the East Midlands

Analytical Skills
Salary Trend in the East Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in the East Midlands.

Salary trend for Analytical Skills in the East Midlands

Analytical Skills
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Analytical Skills in the East Midlands over the 6 months to 22 November 2017.

Salary histogram for Analytical Skills in the East Midlands

Analytical Skills
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the East Midlands region over the 6 months to 22 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
Leicestershire +3 112 £40,000 - 10
Nottinghamshire -17 108 £40,000 -5.88% 10
Northamptonshire +17 102 £37,500 -11.76% 9
Derbyshire +7 71 £35,000 +2.94% 6
Lincolnshire +23 25 £20,000 -41.18% 1
Analytical Skills
England

For the 6 months to 22 November 2017, IT jobs citing Analytical Skills 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 East Midlands region with a requirement for Analytical Skills.

1 152 (35.35%) SQL
2 119 (27.67%) Agile Software Development
3 80 (18.60%) Microsoft
4 73 (16.98%) Finance
5 70 (16.28%) Java
6 63 (14.65%) Business Intelligence
7 60 (13.95%) ITIL
8 59 (13.72%) .NET
9 50 (11.63%) Microsoft Excel
9 50 (11.63%) Degree
10 47 (10.93%) HTML
10 47 (10.93%) SQL Server
11 46 (10.70%) Stakeholder Management
12 45 (10.47%) Microsoft Office
12 45 (10.47%) C#
12 45 (10.47%) Analytics
13 44 (10.23%) Windows
14 43 (10.00%) Data Analysis
15 42 (9.77%) Data Warehouse
16 40 (9.30%) Retail
17 38 (8.84%) QA
17 38 (8.84%) JavaScript
18 35 (8.14%) Test Automation
19 34 (7.91%) E-Commerce
20 33 (7.67%) ETL
20 33 (7.67%) Scrum
20 33 (7.67%) Time Management
20 33 (7.67%) User Experience
21 32 (7.44%) Marketing
22 31 (7.21%) SQL Server Integration Services

Analytical Skills
Co-occurring IT Skills in the East Midlands 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 23 (5.35%) SAS
2 11 (2.56%) Apache Spark
2 11 (2.56%) SharePoint
3 10 (2.33%) CMS
4 8 (1.86%) Apache
4 8 (1.86%) Elasticsearch
4 8 (1.86%) IIS
5 6 (1.40%) Skype for Business
6 3 (0.70%) Confluence
6 3 (0.70%) MQSeries
7 2 (0.47%) MS Exchange
7 2 (0.47%) SharePoint 2010
8 1 (0.23%) Apache Solr
8 1 (0.23%) BizTalk Server
8 1 (0.23%) JBoss
8 1 (0.23%) Kentico
8 1 (0.23%) OpenEdge
8 1 (0.23%) SharePoint Server
8 1 (0.23%) Tomcat
8 1 (0.23%) WebSphere
Applications
1 50 (11.63%) Microsoft Excel
2 45 (10.47%) Microsoft Office
3 17 (3.95%) Microsoft PowerPoint
4 7 (1.63%) InVision
4 7 (1.63%) UserZoom
5 5 (1.16%) MS Visio
5 5 (1.16%) Spreadsheet
6 2 (0.47%) Microsoft Project
6 2 (0.47%) SPSS
7 1 (0.23%) Adobe Illustrator
7 1 (0.23%) InDesign
7 1 (0.23%) Photoshop
7 1 (0.23%) SOLIDWORKS
Business Applications
1 9 (2.09%) Dynamics AX
2 5 (1.16%) SAP CO
2 5 (1.16%) SAP FI
2 5 (1.16%) SAP FI/CO
3 3 (0.70%) Dynamics NAV
3 3 (0.70%) NetSuite
4 2 (0.47%) Magento
4 2 (0.47%) Oracle EBS
4 2 (0.47%) Oracle Utilities
4 2 (0.47%) SAP Hybris
5 1 (0.23%) Dynamics CRM
5 1 (0.23%) JDE EnterpriseOne
5 1 (0.23%) JDE OneWorld
5 1 (0.23%) SAP PM
5 1 (0.23%) Unit4 Business World
Cloud Services
1 19 (4.42%) Amazon AWS
1 19 (4.42%) Microsoft Azure
2 17 (3.95%) Office 365
3 10 (2.33%) Google Analytics
4 7 (1.63%) Serverless
5 3 (0.70%) Google Cloud Platform
6 2 (0.47%) Dynamics 365
7 1 (0.23%) Amazon EC2
7 1 (0.23%) Amazon ELB
7 1 (0.23%) Amazon S3
7 1 (0.23%) GitHub
7 1 (0.23%) SaaS
7 1 (0.23%) Virtual Private Cloud
Communications & Networking
1 16 (3.72%) MPLS
2 15 (3.49%) Broadband
3 8 (1.86%) HTTP
3 8 (1.86%) LAN
3 8 (1.86%) SAN
4 7 (1.63%) DNS
4 7 (1.63%) NAS
4 7 (1.63%) WAN
5 6 (1.40%) SSL
6 5 (1.16%) Internet
6 5 (1.16%) Network Security
7 4 (0.93%) Cisco Nexus
7 4 (0.93%) Firewall
7 4 (0.93%) PBX
7 4 (0.93%) VoIP
7 4 (0.93%) Wi-Fi
7 4 (0.93%) Wireshark
8 3 (0.70%) TCP/IP
8 3 (0.70%) Wireless
8 3 (0.70%) WLAN
Database & Business Intelligence
1 47 (10.93%) SQL Server
2 42 (9.77%) Data Warehouse
3 31 (7.21%) SQL Server Integration Services
4 22 (5.12%) SQL Server Analysis Services
5 19 (4.42%) SQL Server Reporting Services
6 16 (3.72%) Data Mining
6 16 (3.72%) OLAP
6 16 (3.72%) OLTP
7 15 (3.49%) NoSQL
8 13 (3.02%) MongoDB
9 12 (2.79%) Power BI
10 11 (2.56%) Big Data
11 9 (2.09%) Hadoop
11 9 (2.09%) QlikView
11 9 (2.09%) Relational Database
12 7 (1.63%) MySQL
13 6 (1.40%) BusinessObjects
14 3 (0.70%) BigQuery
14 3 (0.70%) HBase
14 3 (0.70%) MS Access
Development Applications
1 16 (3.72%) Git (software)
2 15 (3.49%) Selenium
3 14 (3.26%) Jenkins
3 14 (3.26%) JIRA
4 11 (2.56%) Team Foundation Server
5 8 (1.86%) JUnit
6 7 (1.63%) Axure RP
6 7 (1.63%) Mercurial
7 6 (1.40%) Cucumber
8 5 (1.16%) Visual Studio
9 4 (0.93%) Maven
9 4 (0.93%) TeamCity
10 3 (0.70%) Android Studio
10 3 (0.70%) Calabash
10 3 (0.70%) Gradle
10 3 (0.70%) MorphX
10 3 (0.70%) Talend Open Studio
10 3 (0.70%) Xcode
11 2 (0.47%) FogBugz
11 2 (0.47%) WebDriver
General
1 73 (16.98%) Finance
2 40 (9.30%) Retail
3 32 (7.44%) Marketing
4 20 (4.65%) Banking
5 14 (3.26%) Manufacturing
6 8 (1.86%) Back Office
7 7 (1.63%) Billing
8 6 (1.40%) Games
9 5 (1.16%) Advertising
9 5 (1.16%) Law
10 3 (0.70%) Automotive
10 3 (0.70%) Investment Banking
11 2 (0.47%) Multimedia
12 1 (0.23%) Legal
12 1 (0.23%) Pharmaceutical
12 1 (0.23%) Publishing
Job Titles
1 166 (38.60%) Analyst
2 89 (20.70%) Developer
3 40 (9.30%) Business Analyst
4 27 (6.28%) Service Analyst
4 27 (6.28%) Service Desk Analyst
5 26 (6.05%) Business Intelligence Developer
6 25 (5.81%) Data Analyst
7 21 (4.88%) SQL Developer
8 20 (4.65%) Service Desk Support
9 19 (4.42%) Junior
9 19 (4.42%) Software Engineer
10 17 (3.95%) Java Developer
11 16 (3.72%) Service Desk Support Analyst
12 15 (3.49%) .NET Developer
12 15 (3.49%) ITIL Service Analyst
12 15 (3.49%) ITIL Service Desk Analyst
12 15 (3.49%) SQL BI Developer
13 14 (3.26%) Applications Support
13 14 (3.26%) Junior Developer
13 14 (3.26%) Senior Developer
Libraries, Frameworks & Software Standards
1 59 (13.72%) .NET
2 47 (10.93%) HTML
3 25 (5.81%) XML
4 22 (5.12%) CSS
5 21 (4.88%) ASP.NET
6 17 (3.95%) HTML5
7 13 (3.02%) REST
8 12 (2.79%) jQuery
8 12 (2.79%) JSON
8 12 (2.79%) Node.js
9 11 (2.56%) Spring
9 11 (2.56%) Web Services
10 9 (2.09%) Ajax
10 9 (2.09%) AngularJS
10 9 (2.09%) ASP.NET MVC
10 9 (2.09%) J2EE
11 7 (1.63%) .NET Framework
11 7 (1.63%) Java SE
12 6 (1.40%) CSS3
13 4 (0.93%) React
Miscellaneous
1 33 (7.67%) User Experience
2 22 (5.12%) Data Centre
3 20 (4.65%) Computer Science
4 19 (4.42%) Analytical Mindset
4 19 (4.42%) Management Information System
5 15 (3.49%) iPhone
6 11 (2.56%) Fintech
6 11 (2.56%) Mobile App
7 10 (2.33%) Smart Meter
8 9 (2.09%) Data Structures
9 7 (1.63%) Algorithms
9 7 (1.63%) N-Tier
10 6 (1.40%) e-Learning
11 5 (1.16%) Enterprise Software
11 5 (1.16%) Fat Client
11 5 (1.16%) NHS
11 5 (1.16%) Thin Client
12 4 (0.93%) Animation
12 4 (0.93%) FMCG
12 4 (0.93%) Social Media
Operating Systems
1 44 (10.23%) Windows
2 23 (5.35%) Linux
3 17 (3.95%) Unix
4 15 (3.49%) Windows 10
5 14 (3.26%) Android
5 14 (3.26%) Apple iOS
5 14 (3.26%) Windows Server 2008
6 13 (3.02%) Windows 7
7 11 (2.56%) Windows 8
8 6 (1.40%) Windows Server 2012
9 4 (0.93%) Windows Server
10 3 (0.70%) Windows Server 2003
11 2 (0.47%) Red Hat Enterprise Linux
12 1 (0.23%) AIX
12 1 (0.23%) Solaris
12 1 (0.23%) Windows XP
Processes & Methodologies
1 119 (27.67%) Agile Software Development
2 63 (14.65%) Business Intelligence
3 60 (13.95%) ITIL
4 46 (10.70%) Stakeholder Management
5 45 (10.47%) Analytics
6 43 (10.00%) Data Analysis
7 35 (8.14%) Test Automation
8 34 (7.91%) E-Commerce
9 33 (7.67%) ETL
9 33 (7.67%) Scrum
9 33 (7.67%) Time Management
10 31 (7.21%) Continuous Improvement
11 30 (6.98%) User Stories
12 29 (6.74%) Project Management
13 28 (6.51%) Change Management
13 28 (6.51%) CRM
13 28 (6.51%) Software Engineering
14 27 (6.28%) Service Delivery
15 26 (6.05%) Analytical Thinking
15 26 (6.05%) ERP
Programming Languages
1 152 (35.35%) SQL
2 70 (16.28%) Java
3 45 (10.47%) C#
4 38 (8.84%) JavaScript
5 19 (4.42%) R
6 17 (3.95%) Python
7 15 (3.49%) C
8 14 (3.26%) VBA
9 13 (3.02%) T-SQL
10 12 (2.79%) C++
11 10 (2.33%) PL/SQL
12 9 (2.09%) Apple Swift
12 9 (2.09%) Objective-C
12 9 (2.09%) PHP
13 8 (1.86%) Perl
14 6 (1.40%) Scala
15 5 (1.16%) Ruby
15 5 (1.16%) VB.NET
15 5 (1.16%) X++
16 4 (0.93%) VB
Qualifications
1 50 (11.63%) Degree
2 11 (2.56%) ITIL Foundation Certificate
3 10 (2.33%) ISEB
4 8 (1.86%) ISTQB
5 5 (1.16%) Cisco Certification
5 5 (1.16%) SC Cleared
5 5 (1.16%) Security Cleared
6 4 (0.93%) CCIE
6 4 (0.93%) CCNP
6 4 (0.93%) CCSE
6 4 (0.93%) ITIL Certification
6 4 (0.93%) JNCIP
6 4 (0.93%) PMI Certification
7 3 (0.70%) Computer Science Degree
7 3 (0.70%) ISTQB Foundation Certification
7 3 (0.70%) Microsoft Certification
7 3 (0.70%) PhD
8 2 (0.47%) Master's Degree
8 2 (0.47%) Numerate Degree
9 1 (0.23%) CISMP
Quality Assurance & Compliance
1 38 (8.84%) QA
2 21 (4.88%) SLA
3 14 (3.26%) PMO
4 9 (2.09%) Data Quality
5 4 (0.93%) ISO/IEC 27001
6 2 (0.47%) Actionable Recommendations
6 2 (0.47%) GDPR
7 1 (0.23%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 19 (4.42%) Active Directory
2 5 (1.16%) Docker
2 5 (1.16%) Hyper-V
2 5 (1.16%) Virtual Machines
3 4 (0.93%) VMware Infrastructure
4 1 (0.23%) Firmware
4 1 (0.23%) NDS
4 1 (0.23%) NetIQ eDirectory
4 1 (0.23%) OpenAM
4 1 (0.23%) Virtual Servers
4 1 (0.23%) vSphere
Systems Management
1 7 (1.63%) SCCM
2 5 (1.16%) Kubernetes
3 3 (0.70%) Puppet
4 2 (0.47%) Ansible
4 2 (0.47%) Opscode Chef
5 1 (0.23%) Hadoop YARN
5 1 (0.23%) HP Quality Center
5 1 (0.23%) SCSM
5 1 (0.23%) vCenter Server
Vendors
1 80 (18.60%) Microsoft
2 25 (5.81%) Oracle
2 25 (5.81%) Tableau
3 24 (5.58%) SAP
4 19 (4.42%) Google
5 15 (3.49%) SolarWinds
6 11 (2.56%) Workday
7 8 (1.86%) hybris
8 7 (1.63%) Extreme Networks
8 7 (1.63%) Siemens
9 6 (1.40%) Birst
10 5 (1.16%) Cisco
10 5 (1.16%) HP
11 4 (0.93%) Aruba
11 4 (0.93%) CheckPoint
11 4 (0.93%) F5
11 4 (0.93%) JD Edwards
11 4 (0.93%) Juniper
11 4 (0.93%) Twitter
11 4 (0.93%) VMware