Period
to 26 September 2018

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 26 September 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
26 Sep 2018
Same period 2017 Same period 2016
Rank 36 24 30
Rank change year-on-year -12 +6 -11
Permanent jobs citing Analytical Skills 294 431 459
As % of all permanent IT jobs advertised in the East Midlands 6.11% 8.37% 7.13%
As % of the Miscellaneous category 15.40% 19.98% 18.00%
Number of salaries quoted 229 322 349
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +11.11%
10th Percentile £26,750 £23,000 £21,000
90th Percentile £60,000 £58,750 £62,500
England median annual salary £49,500 £46,902 £45,000
% change year-on-year +5.54% +4.23% -

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 1,909 2,157 2,550
As % of all permanent IT jobs advertised in the East Midlands 39.70% 41.88% 39.61%
Number of salaries quoted 1,534 1,778 2,018
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,250 £22,750 £22,750
90th Percentile £67,500 £62,500 £60,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 26 September 2018.

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 26 September 2018. 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 93 £42,500 +6.25% 28
Nottinghamshire -7 78 £40,000 -5.88% 36
Northamptonshire -33 65 £47,500 +26.67% 15
Derbyshire -2 48 £38,500 +10.00% 15
Lincolnshire -1 8 £28,500 +42.50% 7
Analytical Skills
England

For the 6 months to 26 September 2018, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East Midlands region with a requirement for Analytical Skills.

1 123 (41.84%) Problem-Solving
2 97 (32.99%) Agile Software Development
3 81 (27.55%) Microsoft
4 78 (26.53%) SQL
5 68 (23.13%) SQL Server
6 60 (20.41%) Finance
7 55 (18.71%) Retail
8 53 (18.03%) Degree
9 45 (15.31%) Windows
10 41 (13.95%) Business Intelligence
11 39 (13.27%) Microsoft Azure
12 38 (12.93%) Analytics
13 34 (11.56%) ERP
13 34 (11.56%) ITIL
14 33 (11.22%) Self-Motivation
15 31 (10.54%) Business Analysis
16 29 (9.86%) .NET
16 29 (9.86%) Microsoft Excel
17 28 (9.52%) Marketing
17 28 (9.52%) Time Management
18 27 (9.18%) Microsoft Office
19 26 (8.84%) Oracle
19 26 (8.84%) Manufacturing
20 25 (8.50%) Web Services
20 25 (8.50%) T-SQL
20 25 (8.50%) JavaScript
20 25 (8.50%) Project Management
21 24 (8.16%) Data Warehouse
21 24 (8.16%) SQL Server Reporting Services
22 23 (7.82%) 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 16 (5.44%) Apache Spark
2 9 (3.06%) SAS
3 7 (2.38%) MS Exchange
3 7 (2.38%) SharePoint
4 5 (1.70%) Exchange Server 2013
4 5 (1.70%) IIS
4 5 (1.70%) Site Server
5 4 (1.36%) Blackberry Enterprise Server
5 4 (1.36%) MQSeries
6 3 (1.02%) Confluence
6 3 (1.02%) Skype for Business
7 1 (0.34%) CICS
7 1 (0.34%) SharePoint 2013
Applications
1 29 (9.86%) Microsoft Excel
2 27 (9.18%) Microsoft Office
3 6 (2.04%) Microsoft PowerPoint
3 6 (2.04%) Spreadsheet
4 5 (1.70%) MS Visio
5 4 (1.36%) EPLAN
5 4 (1.36%) InVision
5 4 (1.36%) UserZoom
6 3 (1.02%) Microsoft Project
7 1 (0.34%) Camtasia
Business Applications
1 21 (7.14%) Dynamics AX
2 6 (2.04%) NetSuite
3 5 (1.70%) Dynamics NAV
4 4 (1.36%) Dynamics CRM
5 1 (0.34%) Magento
5 1 (0.34%) Oracle Applications
5 1 (0.34%) SAP MM
5 1 (0.34%) SAP WM
Cloud Services
1 39 (13.27%) Microsoft Azure
2 18 (6.12%) Amazon AWS
3 14 (4.76%) Dynamics 365
3 14 (4.76%) Office 365
4 8 (2.72%) Google Cloud Platform
4 8 (2.72%) SaaS
5 7 (2.38%) PaaS
6 6 (2.04%) IBM Cloud
7 5 (1.70%) Mimecast
8 4 (1.36%) Azure Data Factory
9 3 (1.02%) Google Analytics
10 2 (0.68%) Cloud Computing
10 2 (0.68%) G Suite
10 2 (0.68%) IaaS
11 1 (0.34%) Adobe Analytics
11 1 (0.34%) AdWords
Communications & Networking
1 16 (5.44%) Firewall
2 12 (4.08%) Ethernet
3 8 (2.72%) Wireless
4 7 (2.38%) DNS
5 5 (1.70%) TCP/IP
5 5 (1.70%) VLAN
6 4 (1.36%) Profibus
6 4 (1.36%) SMS
7 3 (1.02%) MPLS
8 2 (0.68%) DHCP
8 2 (0.68%) DWDM
8 2 (0.68%) Internet
8 2 (0.68%) LAN
8 2 (0.68%) SNMP
8 2 (0.68%) VPN
8 2 (0.68%) WAN
9 1 (0.34%) Broadband
9 1 (0.34%) Intranet
9 1 (0.34%) Kerberos
9 1 (0.34%) OSPF
Database & Business Intelligence
1 68 (23.13%) SQL Server
2 24 (8.16%) Data Warehouse
2 24 (8.16%) SQL Server Reporting Services
3 23 (7.82%) SQL Server Integration Services
4 18 (6.12%) Big Data
5 17 (5.78%) Hadoop
6 16 (5.44%) Power BI
6 16 (5.44%) Relational Database
7 12 (4.08%) SQL Server Analysis Services
8 10 (3.40%) NoSQL
9 8 (2.72%) Data Mining
10 6 (2.04%) BigQuery
10 6 (2.04%) Star Schema
11 5 (1.70%) MySQL
11 5 (1.70%) SAP BW
11 5 (1.70%) SAP HANA
11 5 (1.70%) SQL Server 2014
12 4 (1.36%) Azure SQL Database
12 4 (1.36%) SQL Server 2012
13 3 (1.02%) OLAP Cube
Development Applications
1 14 (4.76%) Visual Studio
2 10 (3.40%) Selenium
3 9 (3.06%) JIRA
4 7 (2.38%) Team Foundation Server
5 6 (2.04%) Cucumber
6 4 (1.36%) Axure RP
7 3 (1.02%) Git (software)
7 3 (1.02%) SQL Server Management Studio (SSMS)
7 3 (1.02%) WebDriver
8 2 (0.68%) SoapUI
8 2 (0.68%) SpecFlow
9 1 (0.34%) Ant
9 1 (0.34%) Bugzilla
9 1 (0.34%) DbUnit
9 1 (0.34%) Eclipse
9 1 (0.34%) Jenkins
9 1 (0.34%) Mercurial
9 1 (0.34%) PHPUnit
9 1 (0.34%) Rational DOORS
General
1 60 (20.41%) Finance
2 55 (18.71%) Retail
3 28 (9.52%) Marketing
4 26 (8.84%) Manufacturing
5 11 (3.74%) Legal
6 9 (3.06%) Banking
6 9 (3.06%) Electronics
7 5 (1.70%) Telecoms
8 4 (1.36%) Automotive
8 4 (1.36%) Back Office
9 2 (0.68%) Advertising
9 2 (0.68%) Games
9 2 (0.68%) General Ledger
10 1 (0.34%) Law
10 1 (0.34%) Publishing
Job Titles
1 90 (30.61%) Analyst
2 53 (18.03%) Developer
3 37 (12.59%) Business Analyst
4 25 (8.50%) Architect
5 21 (7.14%) Data Analyst
6 18 (6.12%) Senior Developer
7 12 (4.08%) Project Manager
8 11 (3.74%) Consultant
8 11 (3.74%) Data Architect
8 11 (3.74%) IT Support
8 11 (3.74%) Senior Analyst
9 10 (3.40%) .NET Developer
9 10 (3.40%) Infrastructure Engineer
10 9 (3.06%) Administrator
10 9 (3.06%) SAP Analyst
11 8 (2.72%) IT Analyst
11 8 (2.72%) Senior .NET Developer
11 8 (2.72%) SQL Developer
11 8 (2.72%) VHDL Engineer
12 7 (2.38%) SQL Analyst
Libraries, Frameworks & Software Standards
1 29 (9.86%) .NET
2 25 (8.50%) Web Services
3 22 (7.48%) JSON
4 18 (6.12%) CSS
5 15 (5.10%) HTML
5 15 (5.10%) XML
6 12 (4.08%) ASP.NET
7 11 (3.74%) ASP.NET MVC
7 11 (3.74%) jQuery
8 8 (2.72%) SOAP
9 7 (2.38%) MDX
10 6 (2.04%) ASP.NET Web API
10 6 (2.04%) HTML5 Canvas
10 6 (2.04%) Kafka
10 6 (2.04%) REST
10 6 (2.04%) RESTful
10 6 (2.04%) WCF
11 5 (1.70%) .NET Framework
11 5 (1.70%) HTML5
12 4 (1.36%) Node.js
Miscellaneous
1 33 (11.22%) Self-Motivation
2 17 (5.78%) Data Structures
3 15 (5.10%) User Experience
4 13 (4.42%) Management Information System
5 11 (3.74%) Embedded Systems
5 11 (3.74%) Field-Programmable Gate Array
5 11 (3.74%) Verilog
5 11 (3.74%) VHDL
6 10 (3.40%) Computer Science
7 9 (3.06%) Credit Risk
8 8 (2.72%) EPoS
9 7 (2.38%) Analytical Mindset
10 6 (2.04%) Driving Licence
10 6 (2.04%) Fintech
10 6 (2.04%) Mobile App
11 5 (1.70%) Taxonomies
12 4 (1.36%) CMDB
12 4 (1.36%) Enterprise Software
12 4 (1.36%) SCADA
13 3 (1.02%) Algorithms
Operating Systems
1 45 (15.31%) Windows
2 12 (4.08%) Windows Server
3 11 (3.74%) Linux
4 9 (3.06%) Windows 10
5 8 (2.72%) Android
6 7 (2.38%) Windows 8
6 7 (2.38%) Windows Server 2008
7 6 (2.04%) Apple iOS
7 6 (2.04%) Unix
8 3 (1.02%) Windows 7
Processes & Methodologies
1 123 (41.84%) Problem-Solving
2 97 (32.99%) Agile Software Development
3 41 (13.95%) Business Intelligence
4 38 (12.93%) Analytics
5 34 (11.56%) ERP
5 34 (11.56%) ITIL
6 31 (10.54%) Business Analysis
7 28 (9.52%) Time Management
8 25 (8.50%) Project Management
9 22 (7.48%) Scrum
10 21 (7.14%) Change Management
10 21 (7.14%) Decision-Making
11 20 (6.80%) Data Architecture
11 20 (6.80%) SDLC
11 20 (6.80%) Software Engineering
12 19 (6.46%) Data Analysis
12 19 (6.46%) Data Modelling
12 19 (6.46%) Information Security
12 19 (6.46%) User Stories
13 18 (6.12%) Infrastructure Engineering
Programming Languages
1 78 (26.53%) SQL
2 25 (8.50%) JavaScript
2 25 (8.50%) T-SQL
3 21 (7.14%) Java
4 20 (6.80%) C#
5 10 (3.40%) Python
6 8 (2.72%) C
6 8 (2.72%) PL/SQL
6 8 (2.72%) PowerShell
6 8 (2.72%) VB
6 8 (2.72%) X++
7 7 (2.38%) VB.NET
7 7 (2.38%) VB6
8 5 (1.70%) ABAP
8 5 (1.70%) R
8 5 (1.70%) VBA
9 3 (1.02%) Scala
10 2 (0.68%) Apple Swift
10 2 (0.68%) Data Analysis Expressions (DAX)
10 2 (0.68%) Objective-C
Qualifications
1 53 (18.03%) Degree
2 11 (3.74%) ISTQB
3 10 (3.40%) ITIL Certification
4 9 (3.06%) SSCP
5 8 (2.72%) CISSP
6 6 (2.04%) MCSE
6 6 (2.04%) Microsoft Certification
7 5 (1.70%) HND
7 5 (1.70%) SC Cleared
7 5 (1.70%) Security Cleared
8 4 (1.36%) CCNA
8 4 (1.36%) Cisco Certification
8 4 (1.36%) ISTQB Foundation Certification
9 3 (1.02%) Computer Science Degree
9 3 (1.02%) MCP
10 1 (0.34%) GIAC
10 1 (0.34%) HNC
10 1 (0.34%) OCP
10 1 (0.34%) Oracle Certification
10 1 (0.34%) PhD
Quality Assurance & Compliance
1 21 (7.14%) SLA
2 17 (5.78%) QA
3 10 (3.40%) ISO/IEC 27001
4 8 (2.72%) PCI DSS
4 8 (2.72%) PMO
5 7 (2.38%) GDPR
6 6 (2.04%) Data Quality
7 3 (1.02%) Cyber Essentials
8 2 (0.68%) Cyber Essentials PLUS
9 1 (0.34%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 18 (6.12%) Active Directory
2 12 (4.08%) Firmware
3 6 (2.04%) Hyper-V
3 6 (2.04%) VMware Infrastructure
4 5 (1.70%) BitLocker
4 5 (1.70%) Docker
4 5 (1.70%) Terminal Services
5 1 (0.34%) Apache Flume
5 1 (0.34%) Apache ZooKeeper
Systems Management
1 7 (2.38%) SCCM
2 6 (2.04%) SCOM
2 6 (2.04%) SCOrch
3 5 (1.70%) Norton AntiVirus
4 4 (1.36%) Wonderware InTouch
5 2 (0.68%) Failover Clustering
5 2 (0.68%) Oozie
6 1 (0.34%) Hadoop YARN
6 1 (0.34%) WSUS
Vendors
1 81 (27.55%) Microsoft
2 26 (8.84%) Oracle
3 15 (5.10%) Google
4 14 (4.76%) SAP
5 10 (3.40%) IBM
6 9 (3.06%) VMware
7 7 (2.38%) Cloudera
8 6 (2.04%) Cisco
8 6 (2.04%) HP
8 6 (2.04%) JD Edwards
8 6 (2.04%) MapR
8 6 (2.04%) McAfee
8 6 (2.04%) Proofpoint
8 6 (2.04%) Sophos
8 6 (2.04%) Tableau
9 5 (1.70%) Acronis
9 5 (1.70%) Kaspersky
9 5 (1.70%) SolarWinds
9 5 (1.70%) WatchGuard
9 5 (1.70%) Webroot