Period
to 22 February 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 22 February 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 28 29 20
Rank change year-on-year +1 -9 +4
Permanent jobs citing Analytical Skills 424 458 657
As % of all permanent IT jobs advertised in the East Midlands 7.95% 7.52% 9.60%
As % of the Miscellaneous category 21.29% 20.02% 23.46%
Number of salaries quoted 346 356 425
East Midlands median annual salary £40,000 £42,500 £35,690
Median salary % change year-on-year -5.88% +19.08% -10.78%
10th Percentile £25,000 £29,750 £21,750
90th Percentile £56,875 £57,500 £53,450
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 1,992 2,288 2,800
As % of all permanent IT jobs advertised in the East Midlands 37.36% 37.55% 40.93%
Number of salaries quoted 1,633 1,789 2,096
East Midlands median annual salary £40,000 £41,000 £40,000
Median salary % change year-on-year -2.44% +2.50% +3.09%
10th Percentile £25,000 £25,200 £22,750
90th Percentile £67,500 £66,250 £57,500
England median annual salary £50,000 £50,000 £50,000

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 February 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 22 February 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 -12 121 £40,000 -5.88% 25
Leicestershire +1 113 £40,000 -4.19% 25
Northamptonshire +1 81 £37,500 -11.76% 24
Derbyshire +3 65 £50,000 +47.06% 17
Lincolnshire +16 37 £20,000 -33.33% 6
Analytical Skills
England

For the 6 months to 22 February 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.

1 133 (31.37%) SQL
2 118 (27.83%) Agile Software Development
3 111 (26.18%) Microsoft
4 99 (23.35%) Finance
5 77 (18.16%) Java
6 71 (16.75%) Business Intelligence
7 61 (14.39%) ITIL
8 56 (13.21%) Windows
9 55 (12.97%) Test Automation
10 53 (12.50%) .NET
11 47 (11.08%) Oracle
12 46 (10.85%) SQL Server
13 43 (10.14%) Manufacturing
14 42 (9.91%) Linux
14 42 (9.91%) Data Warehouse
14 42 (9.91%) Degree
15 41 (9.67%) Microsoft Office
16 40 (9.43%) Software Engineering
17 39 (9.20%) QA
17 39 (9.20%) C#
17 39 (9.20%) Stakeholder Management
18 38 (8.96%) JavaScript
18 38 (8.96%) ERP
18 38 (8.96%) Microsoft Excel
19 37 (8.73%) HTML
20 35 (8.25%) Scrum
20 35 (8.25%) Retail
21 33 (7.78%) ETL
21 33 (7.78%) Amazon AWS
22 30 (7.08%) 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 22 (5.19%) Apache Spark
2 14 (3.30%) SAS
3 13 (3.07%) MQSeries
4 11 (2.59%) SharePoint
5 8 (1.89%) CMS
6 6 (1.42%) Confluence
6 6 (1.42%) IIS
6 6 (1.42%) OpenEdge
7 4 (0.94%) Apache
7 4 (0.94%) Elasticsearch
8 3 (0.71%) Skype for Business
8 3 (0.71%) WordPress
9 2 (0.47%) MS Exchange
10 1 (0.24%) Apache Solr
10 1 (0.24%) JBoss
10 1 (0.24%) nginx
10 1 (0.24%) OpenStack
10 1 (0.24%) Tomcat
10 1 (0.24%) WebSphere
10 1 (0.24%) WebSphere Application Server
Applications
1 41 (9.67%) Microsoft Office
2 38 (8.96%) Microsoft Excel
3 14 (3.30%) Microsoft PowerPoint
4 4 (0.94%) MS Visio
4 4 (0.94%) Spreadsheet
5 2 (0.47%) InVision
5 2 (0.47%) UserZoom
6 1 (0.24%) Microsoft Project
6 1 (0.24%) SOLIDWORKS
6 1 (0.24%) SPSS
Business Applications
1 10 (2.36%) Dynamics AX
2 5 (1.18%) Dynamics NAV
2 5 (1.18%) NetSuite
3 4 (0.94%) Oracle EBS
3 4 (0.94%) Payment Gateway
4 3 (0.71%) SAP ERP
4 3 (0.71%) SAP S/4HANA
5 2 (0.47%) Oracle Applications
6 1 (0.24%) Cognos TM1
6 1 (0.24%) Dynamics CRM
6 1 (0.24%) SAP CO
6 1 (0.24%) SAP FI
6 1 (0.24%) SAP FI/CO
6 1 (0.24%) SAP MM
6 1 (0.24%) SAP PM
6 1 (0.24%) SAP PP
Cloud Services
1 33 (7.78%) Amazon AWS
2 22 (5.19%) Microsoft Azure
3 18 (4.25%) Office 365
4 2 (0.47%) Dynamics 365
4 2 (0.47%) Google Analytics
4 2 (0.47%) Google Cloud Platform
4 2 (0.47%) SaaS
4 2 (0.47%) Serverless
5 1 (0.24%) Amazon EC2
5 1 (0.24%) Amazon ELB
5 1 (0.24%) Amazon S3
5 1 (0.24%) GitHub
5 1 (0.24%) Virtual Private Cloud
Communications & Networking
1 8 (1.89%) Internet
1 8 (1.89%) MPLS
1 8 (1.89%) SSL
2 7 (1.65%) DNS
3 5 (1.18%) Broadband
3 5 (1.18%) Firewall
4 4 (0.94%) Intranet
4 4 (0.94%) LAN
4 4 (0.94%) SMS
4 4 (0.94%) WebEx
5 3 (0.71%) Cisco Nexus
5 3 (0.71%) Network Security
5 3 (0.71%) WAN
5 3 (0.71%) Wi-Fi
5 3 (0.71%) Wireshark
6 2 (0.47%) HTTP
6 2 (0.47%) Intrusion Detection
6 2 (0.47%) SAN
6 2 (0.47%) VoIP
6 2 (0.47%) VPN
Database & Business Intelligence
1 46 (10.85%) SQL Server
2 42 (9.91%) Data Warehouse
3 22 (5.19%) Hadoop
4 21 (4.95%) Big Data
5 19 (4.48%) Relational Database
6 18 (4.25%) SQL Server Integration Services
7 17 (4.01%) SQL Server Analysis Services
8 15 (3.54%) SQL Server Reporting Services
9 14 (3.30%) BusinessObjects
10 13 (3.07%) HBase
10 13 (3.07%) MySQL
11 11 (2.59%) Power BI
12 10 (2.36%) NoSQL
12 10 (2.36%) OLAP
13 9 (2.12%) SAP BW
14 8 (1.89%) QlikView
15 7 (1.65%) Data Mining
15 7 (1.65%) OLTP
16 6 (1.42%) MongoDB
17 4 (0.94%) Oracle Reports
Development Applications
1 21 (4.95%) Selenium
2 20 (4.72%) Git (software)
3 14 (3.30%) JUnit
4 12 (2.83%) Android Studio
4 12 (2.83%) Gradle
4 12 (2.83%) JIRA
5 11 (2.59%) Team Foundation Server
6 10 (2.36%) Visual Studio
7 9 (2.12%) Jenkins
8 4 (0.94%) TeamCity
9 3 (0.71%) MorphX
9 3 (0.71%) TestRail
9 3 (0.71%) Xcode
10 2 (0.47%) Axure RP
10 2 (0.47%) Cucumber
10 2 (0.47%) FogBugz
10 2 (0.47%) HP UFT
10 2 (0.47%) LSMW
10 2 (0.47%) Maven
10 2 (0.47%) Mercurial
General
1 99 (23.35%) Finance
2 43 (10.14%) Manufacturing
3 35 (8.25%) Retail
4 29 (6.84%) Banking
4 29 (6.84%) Marketing
5 4 (0.94%) Law
5 4 (0.94%) Legal
6 3 (0.71%) Advertising
6 3 (0.71%) Back Office
6 3 (0.71%) Investment Banking
7 2 (0.47%) Automotive
7 2 (0.47%) Publishing
8 1 (0.24%) Billing
8 1 (0.24%) Electronics
8 1 (0.24%) Games
8 1 (0.24%) Pharmaceutical
8 1 (0.24%) Telecoms
Job Titles
1 152 (35.85%) Analyst
2 87 (20.52%) Developer
3 35 (8.25%) Business Analyst
4 30 (7.08%) Software Engineer
5 19 (4.48%) Data Analyst
5 19 (4.48%) Java Developer
5 19 (4.48%) Test Analyst
6 17 (4.01%) Business Intelligence Developer
6 17 (4.01%) Junior
6 17 (4.01%) SQL Developer
7 16 (3.77%) 1st Line Support
8 15 (3.54%) Android Engineer
8 15 (3.54%) Android Software Engineer
8 15 (3.54%) Consultant
8 15 (3.54%) Development Engineer
8 15 (3.54%) Service Analyst
8 15 (3.54%) Service Desk Analyst
8 15 (3.54%) Software Development Engineer
9 14 (3.30%) Business Intelligence Analyst
10 13 (3.07%) Automation Test Analyst
Libraries, Frameworks & Software Standards
1 53 (12.50%) .NET
2 37 (8.73%) HTML
3 28 (6.60%) CSS
4 21 (4.95%) Web Services
5 19 (4.48%) XML
6 17 (4.01%) ASP.NET
7 9 (2.12%) REST
8 8 (1.89%) ASP.NET MVC
8 8 (1.89%) RESTful
9 7 (1.65%) Node.js
10 6 (1.42%) AngularJS
10 6 (1.42%) HTML5
10 6 (1.42%) JSON
10 6 (1.42%) Laravel
10 6 (1.42%) NativeScript
11 5 (1.18%) .NET Framework
11 5 (1.18%) FIX Protocol
11 5 (1.18%) jQuery
11 5 (1.18%) SOAP
12 4 (0.94%) Spring
Miscellaneous
1 22 (5.19%) Management Information System
2 21 (4.95%) Analytical Mindset
3 19 (4.48%) User Experience
4 17 (4.01%) Computer Science
5 11 (2.59%) Algorithms
6 10 (2.36%) Data Centre
7 9 (2.12%) Mobile App
8 8 (1.89%) Data Structures
8 8 (1.89%) NHS
8 8 (1.89%) PMI
9 7 (1.65%) iPhone
9 7 (1.65%) N-Tier
10 5 (1.18%) Credit Risk
11 4 (0.94%) Derivative
11 4 (0.94%) EMV
11 4 (0.94%) Equities
11 4 (0.94%) Foreign Exchange (FX)
11 4 (0.94%) IVR
11 4 (0.94%) Mobile Payment
11 4 (0.94%) Social Media
Operating Systems
1 56 (13.21%) Windows
2 42 (9.91%) Linux
3 21 (4.95%) Android
4 15 (3.54%) Windows Server 2008
5 14 (3.30%) Windows 10
5 14 (3.30%) Windows 7
6 13 (3.07%) Windows 8
7 12 (2.83%) Apple iOS
8 11 (2.59%) Unix
9 10 (2.36%) Windows Server
10 2 (0.47%) Red Hat Enterprise Linux
10 2 (0.47%) Windows Server 2012
11 1 (0.24%) Solaris
11 1 (0.24%) Ubuntu
11 1 (0.24%) Windows Server 2003
11 1 (0.24%) Windows XP
Processes & Methodologies
1 118 (27.83%) Agile Software Development
2 71 (16.75%) Business Intelligence
3 61 (14.39%) ITIL
4 55 (12.97%) Test Automation
5 40 (9.43%) Software Engineering
6 39 (9.20%) Stakeholder Management
7 38 (8.96%) ERP
8 35 (8.25%) Scrum
9 33 (7.78%) ETL
10 30 (7.08%) Time Management
11 29 (6.84%) SDLC
12 28 (6.60%) Data Analysis
13 25 (5.90%) OO
14 24 (5.66%) Business Analysis
14 24 (5.66%) Multithreading
14 24 (5.66%) Project Management
14 24 (5.66%) User Stories
15 23 (5.42%) Change Management
16 22 (5.19%) Service Management
17 21 (4.95%) PRINCE2
Programming Languages
1 133 (31.37%) SQL
2 77 (18.16%) Java
3 39 (9.20%) C#
4 38 (8.96%) JavaScript
5 22 (5.19%) PL/SQL
6 19 (4.48%) PHP
7 16 (3.77%) R
7 16 (3.77%) Scala
8 15 (3.54%) Python
9 14 (3.30%) C++
10 13 (3.07%) C
11 11 (2.59%) Shell Script
12 10 (2.36%) T-SQL
13 8 (1.89%) Apple Swift
13 8 (1.89%) Objective-C
14 7 (1.65%) PowerShell
14 7 (1.65%) VB
15 6 (1.42%) OpenEdge ABL
16 5 (1.18%) VBA
17 4 (0.94%) VB.NET
Qualifications
1 42 (9.91%) Degree
2 21 (4.95%) ISTQB
3 13 (3.07%) ISTQB Foundation Certification
4 12 (2.83%) ITIL Foundation Certificate
5 11 (2.59%) Cisco Certification
6 10 (2.36%) CCNP
6 10 (2.36%) Microsoft Certification
7 8 (1.89%) MCSE
7 8 (1.89%) PMI Certification
8 7 (1.65%) CAPM
8 7 (1.65%) ISEB
8 7 (1.65%) PMP
8 7 (1.65%) PRINCE2 Practitioner
9 5 (1.18%) SC Cleared
9 5 (1.18%) Security Cleared
10 3 (0.71%) CCIE
10 3 (0.71%) CCSE
10 3 (0.71%) CISM
10 3 (0.71%) CISSP
10 3 (0.71%) JNCIP
Quality Assurance & Compliance
1 39 (9.20%) QA
2 19 (4.48%) PMO
3 16 (3.77%) SLA
4 12 (2.83%) Data Quality
5 4 (0.94%) GDPR
5 4 (0.94%) PCI DSS
6 3 (0.71%) ISO/IEC 27001
7 2 (0.47%) Cyber Essentials
7 2 (0.47%) Cyber Essentials PLUS
7 2 (0.47%) ISO 9001
8 1 (0.24%) Actionable Recommendations
8 1 (0.24%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 26 (6.13%) Active Directory
2 8 (1.89%) Docker
3 2 (0.47%) Firmware
3 2 (0.47%) Hyper-V
3 2 (0.47%) Virtual Machines
4 1 (0.24%) Apache Flume
4 1 (0.24%) Apache ZooKeeper
4 1 (0.24%) OpenAM
4 1 (0.24%) VMware Infrastructure
4 1 (0.24%) vSphere
4 1 (0.24%) XenApp
Systems Management
1 11 (2.59%) Hadoop YARN
2 10 (2.36%) SCCM
3 7 (1.65%) SCOM
3 7 (1.65%) SCOrch
4 5 (1.18%) Kubernetes
5 2 (0.47%) Ansible
5 2 (0.47%) Puppet
6 1 (0.24%) Failover Clustering
6 1 (0.24%) Oozie
6 1 (0.24%) Opscode Chef
6 1 (0.24%) Systems Management Server (SMS)
6 1 (0.24%) vCenter Server
Vendors
1 111 (26.18%) Microsoft
2 47 (11.08%) Oracle
3 28 (6.60%) SAP
4 20 (4.72%) Tableau
5 19 (4.48%) Google
6 13 (3.07%) Cisco
7 11 (2.59%) Talend
7 11 (2.59%) Workday
8 10 (2.36%) F5
9 9 (2.12%) VMware
10 8 (1.89%) Citrix
11 7 (1.65%) Remedy
12 6 (1.42%) Birst
12 6 (1.42%) Progress
12 6 (1.42%) Telerik
12 6 (1.42%) Twitter
13 5 (1.18%) Capita
13 5 (1.18%) JD Edwards
13 5 (1.18%) MicroStrategy
13 5 (1.18%) SolarWinds