Period
to 21 May 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 21 May 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 32 26 29
Rank change year-on-year -6 +3 -5
Permanent jobs citing Analytical Skills 373 425 473
As % of all permanent IT jobs advertised in the East Midlands 7.41% 7.55% 7.52%
As % of the Miscellaneous category 19.03% 17.98% 18.15%
Number of salaries quoted 317 279 333
East Midlands median annual salary £42,500 £42,500 £35,000
Median salary % change year-on-year - +21.43% -2.78%
10th Percentile £26,250 £28,300 £21,000
90th Percentile £58,000 £55,000 £55,000
England median annual salary £50,000 £45,000 £46,500
% change year-on-year +11.11% -3.23% +3.33%

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 1,960 2,364 2,606
As % of all permanent IT jobs advertised in the East Midlands 38.96% 41.97% 41.45%
Number of salaries quoted 1,642 1,880 2,003
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,000 £22,500 £22,750
90th Percentile £70,000 £61,250 £57,500
England median annual salary £50,000 £49,500 £50,000
% change year-on-year +1.01% -1.00% +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 21 May 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 21 May 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 +5 124 £40,000 -5.88% 14
Northamptonshire -5 94 £47,500 +11.76% 10
Leicestershire -10 81 £45,000 +1.12% 15
Derbyshire +18 50 £50,000 +33.33% 18
Lincolnshire +7 17 £37,000 +57.45% 7
Rutland - 1 £40,000 -
Analytical Skills
England

For the 6 months to 21 May 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.

1 158 (42.36%) Problem-Solving
2 128 (34.32%) SQL
3 124 (33.24%) Microsoft
4 123 (32.98%) Agile Software Development
5 95 (25.47%) Finance
6 67 (17.96%) Windows
7 63 (16.89%) Java
8 56 (15.01%) ITIL
8 56 (15.01%) Business Intelligence
9 55 (14.75%) SQL Server
9 55 (14.75%) Degree
10 53 (14.21%) Manufacturing
11 52 (13.94%) Test Automation
12 45 (12.06%) Amazon AWS
13 44 (11.80%) Retail
13 44 (11.80%) Oracle
14 41 (10.99%) .NET
14 41 (10.99%) Microsoft Azure
15 39 (10.46%) Data Warehouse
16 37 (9.92%) Linux
17 36 (9.65%) JavaScript
17 36 (9.65%) HTML
18 35 (9.38%) Microsoft Office
19 34 (9.12%) CSS
19 34 (9.12%) ERP
19 34 (9.12%) Scrum
19 34 (9.12%) Time Management
19 34 (9.12%) Software Engineering
20 32 (8.58%) Self-Motivation
21 30 (8.04%) Analytics

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 24 (6.43%) Apache Spark
2 22 (5.90%) SAS
3 17 (4.56%) MQSeries
4 10 (2.68%) SharePoint
5 6 (1.61%) Confluence
6 5 (1.34%) IIS
6 5 (1.34%) OpenEdge
7 4 (1.07%) WordPress
8 3 (0.80%) Elasticsearch
8 3 (0.80%) Skype for Business
9 1 (0.27%) Apache
9 1 (0.27%) CMS
9 1 (0.27%) MS Exchange
9 1 (0.27%) nginx
Applications
1 35 (9.38%) Microsoft Office
2 30 (8.04%) Microsoft Excel
3 7 (1.88%) Microsoft PowerPoint
4 4 (1.07%) MS Visio
4 4 (1.07%) SPSS
5 3 (0.80%) UserZoom
6 2 (0.54%) InVision
7 1 (0.27%) Camtasia
7 1 (0.27%) Microsoft Project
Business Applications
1 7 (1.88%) Dynamics AX
2 4 (1.07%) Payment Gateway
3 3 (0.80%) Dynamics NAV
3 3 (0.80%) SAP ERP
3 3 (0.80%) SAP S/4HANA
4 2 (0.54%) NetSuite
4 2 (0.54%) Oracle Applications
4 2 (0.54%) Oracle EBS
4 2 (0.54%) SAP MM
5 1 (0.27%) Cognos TM1
5 1 (0.27%) SAP PP
5 1 (0.27%) SAP WM
Cloud Services
1 45 (12.06%) Amazon AWS
2 41 (10.99%) Microsoft Azure
3 16 (4.29%) Office 365
4 9 (2.41%) SaaS
5 7 (1.88%) Google Cloud Platform
6 6 (1.61%) Bluemix
6 6 (1.61%) IBM Cloud
6 6 (1.61%) PaaS
7 2 (0.54%) Dynamics 365
7 2 (0.54%) Google Analytics
8 1 (0.27%) AdWords
8 1 (0.27%) GitHub
8 1 (0.27%) OneDrive
Communications & Networking
1 8 (2.14%) Firewall
2 7 (1.88%) Internet
3 5 (1.34%) DNS
3 5 (1.34%) Intranet
4 4 (1.07%) DHCP
4 4 (1.07%) SMS
4 4 (1.07%) WebEx
5 3 (0.80%) LAN
5 3 (0.80%) WAN
5 3 (0.80%) Wi-Fi
6 2 (0.54%) Intrusion Detection
6 2 (0.54%) Kerberos
6 2 (0.54%) MPLS
6 2 (0.54%) Network Security
6 2 (0.54%) SSL
6 2 (0.54%) VPN
7 1 (0.27%) Remote Desktop
7 1 (0.27%) TCP/IP
7 1 (0.27%) VoIP
7 1 (0.27%) Wireshark
Database & Business Intelligence
1 55 (14.75%) SQL Server
2 39 (10.46%) Data Warehouse
3 30 (8.04%) Hadoop
4 26 (6.97%) Big Data
5 24 (6.43%) Relational Database
6 21 (5.63%) SQL Server Integration Services
7 20 (5.36%) SQL Server Analysis Services
8 19 (5.09%) SQL Server Reporting Services
9 14 (3.75%) BusinessObjects
10 13 (3.49%) MySQL
11 12 (3.22%) Power BI
12 11 (2.95%) HBase
13 10 (2.68%) SAP BW
14 9 (2.41%) SQL Server 2012
15 7 (1.88%) BigQuery
15 7 (1.88%) Data Mining
15 7 (1.88%) Oracle ODI
16 6 (1.61%) NoSQL
16 6 (1.61%) Oracle BI EE
16 6 (1.61%) Star Schema
Development Applications
1 24 (6.43%) Selenium
2 20 (5.36%) Git (software)
3 15 (4.02%) Team Foundation Server
3 15 (4.02%) Visual Studio
4 12 (3.22%) Android Studio
4 12 (3.22%) Gradle
4 12 (3.22%) JUnit
5 11 (2.95%) JIRA
6 6 (1.61%) Cucumber
7 5 (1.34%) Jenkins
8 4 (1.07%) WebDriver
9 3 (0.80%) Bugzilla
9 3 (0.80%) Rational DOORS
9 3 (0.80%) Xcode
10 2 (0.54%) Axure RP
10 2 (0.54%) LSMW
10 2 (0.54%) Moq
10 2 (0.54%) SoapUI
10 2 (0.54%) SpecFlow
11 1 (0.27%) Visual Studio Team System
General
1 95 (25.47%) Finance
2 53 (14.21%) Manufacturing
3 44 (11.80%) Retail
4 30 (8.04%) Marketing
5 28 (7.51%) Banking
6 8 (2.14%) Legal
7 5 (1.34%) Electronics
8 3 (0.80%) Advertising
8 3 (0.80%) Telecoms
9 2 (0.54%) Law
10 1 (0.27%) Back Office
10 1 (0.27%) Billing
10 1 (0.27%) General Ledger
10 1 (0.27%) Publishing
Job Titles
1 112 (30.03%) Analyst
2 64 (17.16%) Developer
3 26 (6.97%) Software Engineer
4 23 (6.17%) Business Analyst
5 22 (5.90%) Architect
6 20 (5.36%) Test Analyst
7 19 (5.09%) Solutions Architect
8 18 (4.83%) Consultant
8 18 (4.83%) Data Analyst
8 18 (4.83%) IT Support
9 17 (4.56%) Automation Test Analyst
9 17 (4.56%) Development Engineer
9 17 (4.56%) Software Development Engineer
10 16 (4.29%) Infrastructure Engineer
11 13 (3.49%) DevOps Engineer
11 13 (3.49%) SQL Analyst
12 12 (3.22%) Android Engineer
12 12 (3.22%) Android Software Engineer
12 12 (3.22%) Java Developer
13 11 (2.95%) Systems Engineer
Libraries, Frameworks & Software Standards
1 41 (10.99%) .NET
2 36 (9.65%) HTML
3 34 (9.12%) CSS
4 28 (7.51%) Web Services
5 13 (3.49%) ASP.NET
5 13 (3.49%) XML
6 12 (3.22%) RESTful
7 9 (2.41%) HTML5
7 9 (2.41%) Node.js
8 8 (2.14%) AngularJS
8 8 (2.14%) JSON
8 8 (2.14%) MDX
9 7 (1.88%) ASP.NET Web API
9 7 (1.88%) React
10 6 (1.61%) jQuery
10 6 (1.61%) SOAP
11 5 (1.34%) FIX Protocol
11 5 (1.34%) Laravel
11 5 (1.34%) NativeScript
11 5 (1.34%) WinForms
Miscellaneous
1 32 (8.58%) Self-Motivation
2 14 (3.75%) Management Information System
2 14 (3.75%) User Experience
3 12 (3.22%) Computer Science
4 11 (2.95%) Algorithms
5 10 (2.68%) Analytical Mindset
5 10 (2.68%) Data Structures
6 8 (2.14%) Mobile App
6 8 (2.14%) PMI
7 7 (1.88%) NHS
8 6 (1.61%) Clustering
9 5 (1.34%) Credit Risk
9 5 (1.34%) Taxonomies
10 4 (1.07%) CMDB
10 4 (1.07%) Derivative
10 4 (1.07%) EMV
10 4 (1.07%) Enterprise Software
10 4 (1.07%) Equities
10 4 (1.07%) Foreign Exchange (FX)
10 4 (1.07%) IVR
Operating Systems
1 67 (17.96%) Windows
2 37 (9.92%) Linux
3 19 (5.09%) Windows Server
4 17 (4.56%) Android
5 11 (2.95%) Windows 10
5 11 (2.95%) Windows 8
6 8 (2.14%) Apple iOS
7 6 (1.61%) Windows Server 2008
8 5 (1.34%) Unix
8 5 (1.34%) Windows 7
9 1 (0.27%) Debian
9 1 (0.27%) Ubuntu
9 1 (0.27%) Windows Server 2012
Processes & Methodologies
1 158 (42.36%) Problem-Solving
2 123 (32.98%) Agile Software Development
3 56 (15.01%) Business Intelligence
3 56 (15.01%) ITIL
4 52 (13.94%) Test Automation
5 34 (9.12%) ERP
5 34 (9.12%) Scrum
5 34 (9.12%) Software Engineering
5 34 (9.12%) Time Management
6 30 (8.04%) Analytics
6 30 (8.04%) Data Analysis
7 28 (7.51%) SDLC
8 26 (6.97%) Data Modelling
8 26 (6.97%) OO
9 25 (6.70%) Decision-Making
9 25 (6.70%) Project Management
9 25 (6.70%) Service Management
9 25 (6.70%) Stakeholder Management
10 24 (6.43%) Change Management
10 24 (6.43%) ETL
Programming Languages
1 128 (34.32%) SQL
2 63 (16.89%) Java
3 36 (9.65%) JavaScript
4 28 (7.51%) PL/SQL
5 25 (6.70%) C#
5 25 (6.70%) T-SQL
6 21 (5.63%) PowerShell
7 14 (3.75%) PHP
8 13 (3.49%) Scala
9 9 (2.41%) C++
9 9 (2.41%) Shell Script
10 8 (2.14%) Python
11 7 (1.88%) R
11 7 (1.88%) VBA
12 6 (1.61%) Data Analysis Expressions (DAX)
12 6 (1.61%) VB
13 5 (1.34%) OpenEdge ABL
13 5 (1.34%) VB.NET
14 4 (1.07%) ABAP
14 4 (1.07%) TypeScript
Qualifications
1 55 (14.75%) Degree
2 23 (6.17%) ISTQB
3 18 (4.83%) ISTQB Foundation Certification
4 15 (4.02%) Microsoft Certification
5 14 (3.75%) MCSE
6 13 (3.49%) Cisco Certification
7 9 (2.41%) PMP
8 8 (2.14%) CAPM
8 8 (2.14%) CCNP
8 8 (2.14%) PMI Certification
8 8 (2.14%) PRINCE2 Practitioner
9 4 (1.07%) HNC
10 3 (0.80%) CCNA
10 3 (0.80%) HND
10 3 (0.80%) ISEB
10 3 (0.80%) MCP
10 3 (0.80%) SC Cleared
10 3 (0.80%) Security Cleared
10 3 (0.80%) Six Sigma Black Belt
11 2 (0.54%) CISSP
Quality Assurance & Compliance
1 19 (5.09%) QA
2 14 (3.75%) Data Quality
3 13 (3.49%) PMO
3 13 (3.49%) SLA
4 9 (2.41%) GDPR
5 4 (1.07%) PCI DSS
6 3 (0.80%) ISO/IEC 27001
7 2 (0.54%) Cyber Essentials
7 2 (0.54%) Cyber Essentials PLUS
7 2 (0.54%) ISO 9001
System Software
1 28 (7.51%) Active Directory
2 13 (3.49%) Docker
3 6 (1.61%) BitLocker
4 2 (0.54%) Apache Flume
4 2 (0.54%) Apache ZooKeeper
4 2 (0.54%) VMware Infrastructure
5 1 (0.27%) Firmware
5 1 (0.27%) Hyper-V
5 1 (0.27%) XenApp
Systems Management
1 18 (4.83%) SCCM
1 18 (4.83%) SCOM
1 18 (4.83%) SCOrch
2 11 (2.95%) Hadoop YARN
3 3 (0.80%) Ansible
3 3 (0.80%) Failover Clustering
3 3 (0.80%) Opscode Chef
3 3 (0.80%) Puppet
4 2 (0.54%) Nagios
4 2 (0.54%) Oozie
4 2 (0.54%) Rundeck
5 1 (0.27%) Systems Management Server (SMS)
Vendors
1 124 (33.24%) Microsoft
2 44 (11.80%) Oracle
3 22 (5.90%) Google
4 17 (4.56%) SAP
4 17 (4.56%) Tableau
5 14 (3.75%) Talend
6 13 (3.49%) Cisco
7 11 (2.95%) Informatica
7 11 (2.95%) VMware
8 9 (2.41%) Citrix
9 8 (2.14%) F5
10 6 (1.61%) Cloudera
10 6 (1.61%) MapR
10 6 (1.61%) Remedy
11 5 (1.34%) Progress
11 5 (1.34%) Telerik
12 4 (1.07%) Apple
12 4 (1.07%) PayPal
12 4 (1.07%) Twitter
12 4 (1.07%) VeriFone