Period
to 19 July 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 19 July 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 32 22 31
Rank change year-on-year -10 +9 -11
Permanent jobs citing Analytical Skills 342 482 456
As % of all permanent IT jobs advertised in the East Midlands 6.70% 8.67% 6.98%
As % of the Miscellaneous category 17.28% 20.24% 17.46%
Number of salaries quoted 270 321 340
East Midlands median annual salary £42,000 £40,000 £35,000
Median salary % change year-on-year +5.00% +14.29% -
10th Percentile £26,750 £25,000 £21,000
90th Percentile £55,125 £55,000 £57,500
England median annual salary £49,500 £45,000 £46,000
% change year-on-year +10.00% -2.17% +2.22%

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 1,979 2,381 2,612
As % of all permanent IT jobs advertised in the East Midlands 38.75% 42.82% 39.96%
Number of salaries quoted 1,639 1,892 2,064
East Midlands median annual salary £42,500 £40,000 £38,500
Median salary % change year-on-year +6.25% +3.90% -3.75%
10th Percentile £25,000 £23,000 £22,500
90th Percentile £65,000 £60,000 £57,500
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 19 July 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 19 July 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
Nottinghamshire -4 110 £40,000 -4.76% 27
Northamptonshire -22 86 £47,500 +26.67% 14
Leicestershire -15 75 £42,000 -1.18% 21
Derbyshire +1 48 £34,000 -2.86% 13
Lincolnshire +5 13 £29,500 +14.56% 8
Rutland - 1 £40,000 -
Analytical Skills
England

For the 6 months to 19 July 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.

1 149 (43.57%) Problem-Solving
2 115 (33.63%) Agile Software Development
3 112 (32.75%) SQL
3 112 (32.75%) Microsoft
4 87 (25.44%) Finance
5 70 (20.47%) SQL Server
6 60 (17.54%) Windows
6 60 (17.54%) Degree
7 51 (14.91%) Business Intelligence
8 47 (13.74%) Java
9 46 (13.45%) Microsoft Azure
10 43 (12.57%) Retail
11 40 (11.70%) Amazon AWS
12 39 (11.40%) Microsoft Excel
12 39 (11.40%) Manufacturing
13 38 (11.11%) ITIL
14 35 (10.23%) .NET
14 35 (10.23%) ERP
15 34 (9.94%) Oracle
16 33 (9.65%) Data Warehouse
16 33 (9.65%) Analytics
17 32 (9.36%) Microsoft Office
17 32 (9.36%) Scrum
18 31 (9.06%) Test Automation
18 31 (9.06%) Marketing
19 30 (8.77%) Business Analysis
19 30 (8.77%) SDLC
19 30 (8.77%) Self-Motivation
20 28 (8.19%) Hadoop
20 28 (8.19%) Time Management

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 20 (5.85%) Apache Spark
1 20 (5.85%) SAS
2 11 (3.22%) MQSeries
3 8 (2.34%) SharePoint
4 6 (1.75%) MS Exchange
5 5 (1.46%) Confluence
5 5 (1.46%) Exchange Server 2013
5 5 (1.46%) Site Server
6 4 (1.17%) Blackberry Enterprise Server
6 4 (1.17%) IIS
7 3 (0.88%) Elasticsearch
8 2 (0.58%) Skype for Business
9 1 (0.29%) CICS
9 1 (0.29%) WordPress
Applications
1 39 (11.40%) Microsoft Excel
2 32 (9.36%) Microsoft Office
3 9 (2.63%) Microsoft PowerPoint
4 6 (1.75%) MS Visio
4 6 (1.75%) Spreadsheet
5 4 (1.17%) SPSS
6 3 (0.88%) UserZoom
7 2 (0.58%) InVision
7 2 (0.58%) Microsoft Project
8 1 (0.29%) Camtasia
Business Applications
1 19 (5.56%) Dynamics AX
2 4 (1.17%) Dynamics NAV
2 4 (1.17%) NetSuite
2 4 (1.17%) Payment Gateway
3 3 (0.88%) Dynamics CRM
4 1 (0.29%) Oracle Applications
4 1 (0.29%) Oracle EBS
4 1 (0.29%) SAP MM
4 1 (0.29%) SAP WM
Cloud Services
1 46 (13.45%) Microsoft Azure
2 40 (11.70%) Amazon AWS
3 17 (4.97%) Office 365
4 14 (4.09%) Dynamics 365
5 8 (2.34%) Google Cloud Platform
5 8 (2.34%) IBM Cloud
5 8 (2.34%) SaaS
6 6 (1.75%) PaaS
7 5 (1.46%) Mimecast
8 4 (1.17%) Google Analytics
9 2 (0.58%) AdWords
9 2 (0.58%) G Suite
10 1 (0.29%) Adobe Analytics
10 1 (0.29%) Cloud Computing
10 1 (0.29%) GitHub
10 1 (0.29%) OneDrive
Communications & Networking
1 12 (3.51%) Firewall
2 9 (2.63%) DNS
3 8 (2.34%) Internet
4 5 (1.46%) Ethernet
4 5 (1.46%) SMS
4 5 (1.46%) VLAN
5 4 (1.17%) Intranet
5 4 (1.17%) WebEx
6 3 (0.88%) DHCP
6 3 (0.88%) Wi-Fi
7 2 (0.58%) Kerberos
7 2 (0.58%) LAN
7 2 (0.58%) WAN
8 1 (0.29%) DWDM
8 1 (0.29%) MPLS
8 1 (0.29%) Remote Desktop
8 1 (0.29%) SNMP
8 1 (0.29%) TCP/IP
8 1 (0.29%) VoIP
8 1 (0.29%) Wireshark
Database & Business Intelligence
1 70 (20.47%) SQL Server
2 33 (9.65%) Data Warehouse
3 28 (8.19%) Hadoop
4 24 (7.02%) SQL Server Reporting Services
5 21 (6.14%) Big Data
5 21 (6.14%) SQL Server Integration Services
6 19 (5.56%) Relational Database
7 18 (5.26%) SQL Server Analysis Services
8 17 (4.97%) Power BI
9 14 (4.09%) MySQL
10 8 (2.34%) BigQuery
10 8 (2.34%) Data Mining
10 8 (2.34%) NoSQL
10 8 (2.34%) SQL Server 2012
10 8 (2.34%) Star Schema
11 7 (2.05%) BusinessObjects
11 7 (2.05%) Oracle ODI
12 6 (1.75%) Oracle BI EE
13 5 (1.46%) HBase
14 4 (1.17%) Azure SQL Database
Development Applications
1 20 (5.85%) Visual Studio
2 18 (5.26%) Selenium
3 13 (3.80%) Git (software)
3 13 (3.80%) Team Foundation Server
4 12 (3.51%) JIRA
5 7 (2.05%) Cucumber
6 6 (1.75%) Android Studio
6 6 (1.75%) Gradle
6 6 (1.75%) JUnit
7 4 (1.17%) Jenkins
7 4 (1.17%) WebDriver
8 3 (0.88%) Bugzilla
8 3 (0.88%) Rational DOORS
9 2 (0.58%) Axure RP
9 2 (0.58%) Moq
9 2 (0.58%) SoapUI
9 2 (0.58%) SpecFlow
9 2 (0.58%) SQL Server Management Studio (SSMS)
9 2 (0.58%) Xcode
10 1 (0.29%) TestRail
General
1 87 (25.44%) Finance
2 43 (12.57%) Retail
3 39 (11.40%) Manufacturing
4 31 (9.06%) Marketing
5 22 (6.43%) Banking
6 13 (3.80%) Legal
7 7 (2.05%) Electronics
8 4 (1.17%) Back Office
9 3 (0.88%) Advertising
9 3 (0.88%) Telecoms
10 2 (0.58%) Games
10 2 (0.58%) General Ledger
11 1 (0.29%) Law
11 1 (0.29%) Publishing
Job Titles
1 99 (28.95%) Analyst
2 54 (15.79%) Developer
3 34 (9.94%) Business Analyst
4 21 (6.14%) Architect
5 18 (5.26%) Consultant
5 18 (5.26%) Data Analyst
5 18 (5.26%) IT Support
6 16 (4.68%) Infrastructure Engineer
6 16 (4.68%) Solutions Architect
7 14 (4.09%) Software Engineer
8 13 (3.80%) DevOps Engineer
9 12 (3.51%) Test Analyst
10 11 (3.22%) Automation Test Analyst
10 11 (3.22%) Project Manager
10 11 (3.22%) Senior Analyst
10 11 (3.22%) SQL Developer
11 10 (2.92%) Administrator
11 10 (2.92%) Development Engineer
11 10 (2.92%) Software Development Engineer
12 8 (2.34%) Change Manager
Libraries, Frameworks & Software Standards
1 35 (10.23%) .NET
2 28 (8.19%) Web Services
3 23 (6.73%) HTML
4 21 (6.14%) CSS
5 15 (4.39%) JSON
5 15 (4.39%) XML
6 12 (3.51%) RESTful
6 12 (3.51%) SOAP
7 10 (2.92%) REST
8 8 (2.34%) AngularJS
8 8 (2.34%) ASP.NET
8 8 (2.34%) HTML5
8 8 (2.34%) MDX
8 8 (2.34%) Node.js
9 7 (2.05%) ASP.NET Web API
10 6 (1.75%) React
11 5 (1.46%) jQuery
12 4 (1.17%) FIX Protocol
13 3 (0.88%) EDI
13 3 (0.88%) WCF
Miscellaneous
1 30 (8.77%) Self-Motivation
2 14 (4.09%) Data Structures
3 13 (3.80%) Computer Science
3 13 (3.80%) Management Information System
3 13 (3.80%) User Experience
4 10 (2.92%) Algorithms
5 7 (2.05%) Analytical Mindset
5 7 (2.05%) Credit Risk
5 7 (2.05%) Mobile App
6 6 (1.75%) PMI
6 6 (1.75%) Taxonomies
7 5 (1.46%) Embedded Systems
7 5 (1.46%) Field-Programmable Gate Array
7 5 (1.46%) Fintech
7 5 (1.46%) Verilog
7 5 (1.46%) VHDL
8 4 (1.17%) CMDB
8 4 (1.17%) Contactless
8 4 (1.17%) IVR
8 4 (1.17%) Mobile Payment
Operating Systems
1 60 (17.54%) Windows
2 26 (7.60%) Linux
3 20 (5.85%) Windows Server
4 11 (3.22%) Android
5 10 (2.92%) Windows 10
6 8 (2.34%) Windows 8
6 8 (2.34%) Windows Server 2008
7 7 (2.05%) Unix
8 6 (1.75%) Apple iOS
9 3 (0.88%) Windows 7
10 1 (0.29%) Debian
10 1 (0.29%) Windows Server 2012
Processes & Methodologies
1 149 (43.57%) Problem-Solving
2 115 (33.63%) Agile Software Development
3 51 (14.91%) Business Intelligence
4 38 (11.11%) ITIL
5 35 (10.23%) ERP
6 33 (9.65%) Analytics
7 32 (9.36%) Scrum
8 31 (9.06%) Test Automation
9 30 (8.77%) Business Analysis
9 30 (8.77%) SDLC
10 28 (8.19%) Time Management
11 27 (7.89%) Data Analysis
12 26 (7.60%) Software Engineering
12 26 (7.60%) User Stories
13 24 (7.02%) Project Management
14 23 (6.73%) Data Modelling
15 22 (6.43%) Change Management
15 22 (6.43%) Service Delivery
16 20 (5.85%) Migration
16 20 (5.85%) PRINCE2
Programming Languages
1 112 (32.75%) SQL
2 47 (13.74%) Java
3 28 (8.19%) T-SQL
4 24 (7.02%) JavaScript
5 23 (6.73%) C#
6 22 (6.43%) PL/SQL
7 16 (4.68%) PowerShell
8 10 (2.92%) Python
8 10 (2.92%) VBA
9 8 (2.34%) PHP
10 7 (2.05%) C
10 7 (2.05%) R
10 7 (2.05%) Scala
10 7 (2.05%) X++
11 5 (1.46%) Data Analysis Expressions (DAX)
12 4 (1.17%) C++
13 3 (0.88%) Bash Shell
13 3 (0.88%) Objective-C
13 3 (0.88%) Shell Script
13 3 (0.88%) VB
Qualifications
1 60 (17.54%) Degree
2 15 (4.39%) ISTQB
3 12 (3.51%) ISTQB Foundation Certification
3 12 (3.51%) MCSE
3 12 (3.51%) Microsoft Certification
4 11 (3.22%) Cisco Certification
5 7 (2.05%) PMP
6 6 (1.75%) CAPM
6 6 (1.75%) CCNP
6 6 (1.75%) PMI Certification
6 6 (1.75%) PRINCE2 Practitioner
7 4 (1.17%) Computer Science Degree
8 3 (0.88%) CCNA
8 3 (0.88%) HNC
8 3 (0.88%) HND
8 3 (0.88%) ITIL Certification
8 3 (0.88%) MCP
8 3 (0.88%) SC Cleared
8 3 (0.88%) Security Cleared
9 2 (0.58%) CCDP
Quality Assurance & Compliance
1 19 (5.56%) QA
2 15 (4.39%) SLA
3 10 (2.92%) GDPR
3 10 (2.92%) PMO
4 9 (2.63%) Data Quality
5 5 (1.46%) ISO/IEC 27001
6 4 (1.17%) PCI DSS
7 1 (0.29%) Cyber Essentials
7 1 (0.29%) ISO 9001
7 1 (0.29%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 26 (7.60%) Active Directory
2 13 (3.80%) Docker
3 8 (2.34%) VMware Infrastructure
4 6 (1.75%) BitLocker
4 6 (1.75%) Firmware
4 6 (1.75%) Hyper-V
5 5 (1.46%) Terminal Services
6 2 (0.58%) Apache Flume
6 2 (0.58%) Apache ZooKeeper
Systems Management
1 13 (3.80%) SCCM
1 13 (3.80%) SCOM
1 13 (3.80%) SCOrch
2 5 (1.46%) Hadoop YARN
2 5 (1.46%) Norton AntiVirus
3 3 (0.88%) Ansible
3 3 (0.88%) Opscode Chef
3 3 (0.88%) Puppet
4 2 (0.58%) Failover Clustering
4 2 (0.58%) Nagios
4 2 (0.58%) Oozie
4 2 (0.58%) Rundeck
5 1 (0.29%) WSUS
Vendors
1 112 (32.75%) Microsoft
2 34 (9.94%) Oracle
3 23 (6.73%) Google
4 15 (4.39%) VMware
5 11 (3.22%) Tableau
6 10 (2.92%) Cisco
6 10 (2.92%) Informatica
6 10 (2.92%) Talend
7 8 (2.34%) SAP
8 7 (2.05%) Cloudera
8 7 (2.05%) MapR
9 6 (1.75%) Citrix
9 6 (1.75%) F5
9 6 (1.75%) McAfee
9 6 (1.75%) Proofpoint
9 6 (1.75%) Sophos
10 5 (1.46%) Acronis
10 5 (1.46%) arcserve
10 5 (1.46%) IBM
10 5 (1.46%) Symantec