Period
to 17 November 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 17 November 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 36 25 30
Rank change year-on-year -11 +5 -11
Permanent jobs citing Analytical Skills 313 423 485
As % of all permanent IT jobs advertised in the East Midlands 6.75% 8.13% 7.38%
As % of the Miscellaneous category 16.26% 20.25% 18.86%
Number of salaries quoted 230 316 393
East Midlands median annual salary £44,750 £40,000 £42,500
Median salary % change year-on-year +11.88% -5.88% +13.33%
10th Percentile £26,250 £21,125 £25,100
90th Percentile £60,000 £57,500 £62,500
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 1,925 2,089 2,571
As % of all permanent IT jobs advertised in the East Midlands 41.49% 40.15% 39.10%
Number of salaries quoted 1,482 1,710 2,032
East Midlands median annual salary £42,500 £39,500 £40,000
Median salary % change year-on-year +7.59% -1.25% -
10th Percentile £25,750 £23,000 £23,000
90th Percentile £67,500 £61,250 £62,500
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 17 November 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 17 November 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 -6 106 £45,000 +12.50% 22
Nottinghamshire -13 68 £45,000 +12.50% 24
Northamptonshire -27 68 £45,000 +20.00% 11
Derbyshire +4 62 £38,500 +18.46% 13
Lincolnshire -2 8 £29,500 +47.50% 8
Analytical Skills
England

For the 6 months to 17 November 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.

1 139 (44.41%) Problem-Solving
2 105 (33.55%) Agile Software Development
3 87 (27.80%) SQL Server
4 82 (26.20%) Microsoft
5 75 (23.96%) SQL
6 64 (20.45%) Retail
7 54 (17.25%) Finance
8 47 (15.02%) .NET
9 42 (13.42%) Degree
10 41 (13.10%) Time Management
10 41 (13.10%) Business Intelligence
11 40 (12.78%) ITIL
11 40 (12.78%) Analytics
12 36 (11.50%) JavaScript
12 36 (11.50%) IT Strategy
13 34 (10.86%) Oracle
14 33 (10.54%) Decision-Making
15 32 (10.22%) Self-Motivation
15 32 (10.22%) Business Analysis
16 31 (9.90%) C#
16 31 (9.90%) Windows
16 31 (9.90%) SLA
17 30 (9.58%) Microsoft Azure
18 29 (9.27%) Microsoft Excel
18 29 (9.27%) ERP
19 28 (8.95%) Web Services
19 28 (8.95%) SQL Server Integration Services
20 26 (8.31%) MVC
21 25 (7.99%) CSS
21 25 (7.99%) SQL Server Reporting 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 (5.11%) Apache Spark
2 13 (4.15%) SharePoint
3 9 (2.88%) SAS
4 8 (2.56%) MS Exchange
5 5 (1.60%) Exchange Server 2013
5 5 (1.60%) Site Server
6 4 (1.28%) Blackberry Enterprise Server
7 3 (0.96%) Confluence
7 3 (0.96%) IIS
8 2 (0.64%) Skype for Business
9 1 (0.32%) CICS
9 1 (0.32%) Exchange Server 2010
9 1 (0.32%) JBoss
9 1 (0.32%) Oracle SOA Suite
9 1 (0.32%) SharePoint 2013
9 1 (0.32%) Tomcat
9 1 (0.32%) WebLogic
Applications
1 29 (9.27%) Microsoft Excel
2 23 (7.35%) Microsoft Office
3 8 (2.56%) Microsoft PowerPoint
4 6 (1.92%) Spreadsheet
5 4 (1.28%) EPLAN
5 4 (1.28%) MS Visio
6 2 (0.64%) InVision
6 2 (0.64%) Microsoft Project
7 1 (0.32%) UserZoom
Business Applications
1 22 (7.03%) Dynamics AX
2 8 (2.56%) Dynamics CRM
3 6 (1.92%) Dynamics NAV
3 6 (1.92%) NetSuite
4 1 (0.32%) Magento
4 1 (0.32%) Oracle Applications
4 1 (0.32%) SAP BPC
4 1 (0.32%) SAP CO
4 1 (0.32%) SAP FI
4 1 (0.32%) SAP FI/CO
4 1 (0.32%) SAP MM
4 1 (0.32%) SAP WM
Cloud Services
1 30 (9.58%) Microsoft Azure
2 17 (5.43%) Dynamics 365
3 14 (4.47%) Amazon AWS
4 12 (3.83%) Office 365
5 7 (2.24%) Google Analytics
6 6 (1.92%) Google Cloud Platform
7 5 (1.60%) Mimecast
8 4 (1.28%) Azure Active Directory
8 4 (1.28%) Azure Data Factory
8 4 (1.28%) IBM Cloud
9 3 (0.96%) Cloud Computing
9 3 (0.96%) SaaS
10 2 (0.64%) G Suite
10 2 (0.64%) IaaS
10 2 (0.64%) PaaS
11 1 (0.32%) Adobe Analytics
11 1 (0.32%) AdWords
Communications & Networking
1 17 (5.43%) Firewall
2 16 (5.11%) Ethernet
3 11 (3.51%) Wireless
4 6 (1.92%) TCP/IP
5 5 (1.60%) DNS
5 5 (1.60%) MPLS
5 5 (1.60%) VLAN
6 4 (1.28%) Profibus
6 4 (1.28%) SMS
7 3 (0.96%) Internet
7 3 (0.96%) VPN
7 3 (0.96%) WAN
8 2 (0.64%) BGP
8 2 (0.64%) Broadband
8 2 (0.64%) DWDM
8 2 (0.64%) Kerberos
8 2 (0.64%) LAN
8 2 (0.64%) OSPF
8 2 (0.64%) SAN
8 2 (0.64%) SNMP
Database & Business Intelligence
1 87 (27.80%) SQL Server
2 28 (8.95%) SQL Server Integration Services
3 25 (7.99%) SQL Server Reporting Services
4 19 (6.07%) Big Data
4 19 (6.07%) Data Warehouse
4 19 (6.07%) Power BI
5 16 (5.11%) Hadoop
5 16 (5.11%) Relational Database
6 11 (3.51%) SQL Server Analysis Services
7 10 (3.19%) NoSQL
8 7 (2.24%) SAP HANA
9 6 (1.92%) Data Mining
9 6 (1.92%) SQL Server 2012
10 5 (1.60%) OLAP
10 5 (1.60%) OLAP Cube
10 5 (1.60%) SAP BW
11 4 (1.28%) Apache Hive
11 4 (1.28%) Azure SQL Database
11 4 (1.28%) BigQuery
11 4 (1.28%) Sqoop
Development Applications
1 11 (3.51%) Visual Studio
2 10 (3.19%) Team Foundation Server
3 8 (2.56%) Git (software)
4 7 (2.24%) JIRA
5 3 (0.96%) Cucumber
5 3 (0.96%) Selenium
5 3 (0.96%) SQL Server Management Studio (SSMS)
6 2 (0.64%) Axure RP
6 2 (0.64%) Bugzilla
6 2 (0.64%) Eclipse
6 2 (0.64%) JUnit
6 2 (0.64%) Maven
6 2 (0.64%) Rational DOORS
6 2 (0.64%) Rational Quality Manager
6 2 (0.64%) SpecFlow
7 1 (0.32%) Ant
7 1 (0.32%) DbUnit
7 1 (0.32%) Jenkins
7 1 (0.32%) Mercurial
7 1 (0.32%) PHPUnit
General
1 64 (20.45%) Retail
2 54 (17.25%) Finance
3 24 (7.67%) Marketing
4 19 (6.07%) Manufacturing
5 10 (3.19%) Banking
6 9 (2.88%) Automotive
6 9 (2.88%) Legal
7 8 (2.56%) Telecoms
8 7 (2.24%) Electronics
9 4 (1.28%) Back Office
10 2 (0.64%) Advertising
10 2 (0.64%) Games
10 2 (0.64%) General Ledger
11 1 (0.32%) Aerospace
11 1 (0.32%) Law
11 1 (0.32%) Publishing
Job Titles
1 97 (30.99%) Analyst
2 81 (25.88%) Developer
3 37 (11.82%) Senior Developer
4 35 (11.18%) Business Analyst
5 26 (8.31%) .NET Developer
6 21 (6.71%) Senior .NET Developer
7 20 (6.39%) Architect
8 17 (5.43%) Data Analyst
9 14 (4.47%) Service Analyst
9 14 (4.47%) Service Desk Analyst
10 13 (4.15%) Senior Analyst
10 13 (4.15%) Senior VB.NET Developer
10 13 (4.15%) SQL Developer
10 13 (4.15%) VB.NET Developer
11 12 (3.83%) Project Manager
12 11 (3.51%) Senior VB Developer
12 11 (3.51%) Senior VB6 Developer
12 11 (3.51%) Service Manager
12 11 (3.51%) VB Developer
12 11 (3.51%) VB6 Developer
Libraries, Frameworks & Software Standards
1 47 (15.02%) .NET
2 28 (8.95%) Web Services
3 25 (7.99%) CSS
4 24 (7.67%) JSON
5 23 (7.35%) jQuery
6 22 (7.03%) XML
7 19 (6.07%) HTML
8 16 (5.11%) ASP.NET
9 12 (3.83%) ASP.NET MVC
9 12 (3.83%) REST
10 11 (3.51%) ASP.NET Web API
10 11 (3.51%) HTML5 Canvas
10 11 (3.51%) RESTful
11 8 (2.56%) Kafka
12 7 (2.24%) SOAP
12 7 (2.24%) Twitter Bootstrap
12 7 (2.24%) WCF
13 6 (1.92%) .NET Framework
13 6 (1.92%) MDX
14 5 (1.60%) HTML5
Miscellaneous
1 32 (10.22%) Self-Motivation
2 19 (6.07%) EPoS
3 14 (4.47%) Embedded Systems
3 14 (4.47%) Field-Programmable Gate Array
3 14 (4.47%) Management Information System
3 14 (4.47%) Verilog
3 14 (4.47%) VHDL
4 13 (4.15%) Data Structures
5 10 (3.19%) Computer Science
6 9 (2.88%) Credit Risk
6 9 (2.88%) Enterprise Software
6 9 (2.88%) User Experience
7 7 (2.24%) Driving Licence
8 6 (1.92%) Fintech
9 4 (1.28%) Mobile App
9 4 (1.28%) SCADA
10 3 (0.96%) Robotics
10 3 (0.96%) Video Conferencing
11 2 (0.64%) CCTV
11 2 (0.64%) Reference Data
Operating Systems
1 31 (9.90%) Windows
2 9 (2.88%) Windows Server
3 6 (1.92%) Android
3 6 (1.92%) Windows Server 2008
4 5 (1.60%) Unix
5 4 (1.28%) Apple iOS
6 3 (0.96%) Linux
6 3 (0.96%) Windows 10
7 1 (0.32%) Windows 7
Processes & Methodologies
1 139 (44.41%) Problem-Solving
2 105 (33.55%) Agile Software Development
3 41 (13.10%) Business Intelligence
3 41 (13.10%) Time Management
4 40 (12.78%) Analytics
4 40 (12.78%) ITIL
5 36 (11.50%) IT Strategy
6 33 (10.54%) Decision-Making
7 32 (10.22%) Business Analysis
8 29 (9.27%) ERP
9 26 (8.31%) MVC
10 23 (7.35%) Line Management
10 23 (7.35%) Project Management
11 22 (7.03%) Visualisation
12 21 (6.71%) Scrum
13 20 (6.39%) Change Management
14 19 (6.07%) Service Delivery
14 19 (6.07%) Software Engineering
14 19 (6.07%) User Acceptance Testing
14 19 (6.07%) Validation
Programming Languages
1 75 (23.96%) SQL
2 36 (11.50%) JavaScript
3 31 (9.90%) C#
4 23 (7.35%) T-SQL
5 17 (5.43%) VB.NET
6 16 (5.11%) Java
7 15 (4.79%) Python
8 12 (3.83%) VB
9 11 (3.51%) VB6
10 10 (3.19%) C
11 7 (2.24%) PL/SQL
11 7 (2.24%) X++
12 6 (1.92%) ABAP
12 6 (1.92%) Scala
13 5 (1.60%) R
13 5 (1.60%) VBA
14 4 (1.28%) PowerShell
15 2 (0.64%) Apple Swift
15 2 (0.64%) Objective-C
16 1 (0.32%) Data Analysis Expressions (DAX)
Qualifications
1 42 (13.42%) Degree
2 22 (7.03%) ITIL Certification
3 11 (3.51%) ISTQB
4 9 (2.88%) SSCP
5 8 (2.56%) CISSP
6 6 (1.92%) HND
7 4 (1.28%) SC Cleared
7 4 (1.28%) Security Cleared
8 3 (0.96%) Computer Science Degree
9 2 (0.64%) CCNA
9 2 (0.64%) Cisco Certification
9 2 (0.64%) HNC
9 2 (0.64%) ISTQB Foundation Certification
9 2 (0.64%) JNCIA
10 1 (0.32%) CEH
10 1 (0.32%) DBS Check
10 1 (0.32%) GIAC
10 1 (0.32%) GPEN
10 1 (0.32%) PhD
10 1 (0.32%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 31 (9.90%) SLA
2 15 (4.79%) QA
3 11 (3.51%) ISO/IEC 27001
4 9 (2.88%) PMO
5 8 (2.56%) PCI DSS
6 7 (2.24%) GDPR
7 3 (0.96%) Cyber Essentials
8 2 (0.64%) Cyber Essentials PLUS
8 2 (0.64%) Data Quality
9 1 (0.32%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 16 (5.11%) Active Directory
2 15 (4.79%) Firmware
3 6 (1.92%) Hyper-V
3 6 (1.92%) VMware Infrastructure
4 5 (1.60%) Terminal Services
5 2 (0.64%) Apache Flume
5 2 (0.64%) Apache ZooKeeper
6 1 (0.32%) DFS Replication
6 1 (0.32%) VMware ESXi
6 1 (0.32%) vSphere
Systems Management
1 5 (1.60%) Norton AntiVirus
2 4 (1.28%) Oozie
2 4 (1.28%) Wonderware InTouch
3 3 (0.96%) Hadoop YARN
4 2 (0.64%) Netcool
5 1 (0.32%) Cisco CUCM
5 1 (0.32%) SCCM
5 1 (0.32%) Tivoli Storage Manager
5 1 (0.32%) WSUS
Vendors
1 82 (26.20%) Microsoft
2 34 (10.86%) Oracle
3 18 (5.75%) SAP
4 17 (5.43%) Google
5 10 (3.19%) IBM
5 10 (3.19%) VMware
6 8 (2.56%) Cisco
6 8 (2.56%) Tableau
7 7 (2.24%) HP
7 7 (2.24%) SolarWinds
7 7 (2.24%) Sophos
8 6 (1.92%) Cloudera
8 6 (1.92%) Cognos
8 6 (1.92%) Dell
8 6 (1.92%) Hitachi
8 6 (1.92%) JD Edwards
8 6 (1.92%) McAfee
8 6 (1.92%) Proofpoint
8 6 (1.92%) Sun
9 5 (1.60%) Acronis