Period
to 15 February 2019

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 15 February 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
15 Feb 2019
Same period 2018 Same period 2017
Rank 23 28 30
Rank change year-on-year +5 +2 -10
Permanent jobs citing Analytical Skills 381 420 454
As % of all permanent IT jobs advertised in the East Midlands 8.93% 7.92% 7.48%
As % of the Miscellaneous category 21.15% 21.76% 20.49%
Number of salaries quoted 234 346 358
East Midlands median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +14.86%
10th Percentile £24,750 £25,000 £29,750
90th Percentile £63,750 £57,500 £62,000
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 1,801 1,930 2,216
As % of all permanent IT jobs advertised in the East Midlands 42.23% 36.38% 36.50%
Number of salaries quoted 1,232 1,582 1,734
East Midlands median annual salary £42,500 £40,000 £41,500
Median salary % change year-on-year +6.25% -3.61% +3.75%
10th Percentile £25,750 £25,000 £24,250
90th Percentile £66,250 £65,000 £66,250
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -

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 15 February 2019.

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 15 February 2019. 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 +1 151 £45,000 +9.76% 20
Northamptonshire +8 100 £47,500 +26.67% 16
Nottinghamshire +2 79 £37,500 -6.25% 28
Derbyshire +8 46 £37,500 -25.00% 7
Lincolnshire -3 3 £17,000 -15.00% 6
Analytical Skills
England

For the 6 months to 15 February 2019, 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.

1 160 (41.99%) Problem-Solving
2 132 (34.65%) SQL
3 125 (32.81%) Microsoft
4 111 (29.13%) Agile Software Development
5 103 (27.03%) Retail
6 95 (24.93%) SQL Server
7 63 (16.54%) .NET
8 62 (16.27%) Business Intelligence
9 60 (15.75%) SQL Server Integration Services
10 57 (14.96%) Analytics
11 56 (14.70%) ITIL
12 52 (13.65%) Time Management
13 49 (12.86%) Marketing
14 48 (12.60%) Visualisation
15 46 (12.07%) Decision-Making
16 45 (11.81%) Degree
16 45 (11.81%) T-SQL
17 42 (11.02%) ETL
18 41 (10.76%) C#
19 40 (10.50%) JavaScript
19 40 (10.50%) Self-Motivation
20 39 (10.24%) Tableau
20 39 (10.24%) Oracle
20 39 (10.24%) Data Warehouse
21 38 (9.97%) Finance
21 38 (9.97%) SQL Server Reporting Services
22 37 (9.71%) Windows
23 36 (9.45%) IT Strategy
24 34 (8.92%) SAS
25 33 (8.66%) SLA

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 34 (8.92%) SAS
2 16 (4.20%) SharePoint
3 14 (3.67%) Apache Spark
4 10 (2.62%) MS Exchange
4 10 (2.62%) WebSphere
5 8 (2.10%) Confluence
5 8 (2.10%) MQSeries
6 2 (0.52%) CICS
6 2 (0.52%) IIS
6 2 (0.52%) JBoss
6 2 (0.52%) Skype for Business
6 2 (0.52%) Tomcat
6 2 (0.52%) WebLogic
7 1 (0.26%) Apache
7 1 (0.26%) Exchange Server 2010
7 1 (0.26%) Oracle SOA Suite
7 1 (0.26%) SharePoint 2013
Applications
1 29 (7.61%) Microsoft Office
2 27 (7.09%) Microsoft Excel
3 9 (2.36%) Microsoft PowerPoint
4 4 (1.05%) EPLAN
5 3 (0.79%) MS Visio
6 2 (0.52%) InVision
6 2 (0.52%) Spreadsheet
7 1 (0.26%) GNU Octave
7 1 (0.26%) Microsoft Project
7 1 (0.26%) UserZoom
Business Applications
1 11 (2.89%) Dynamics AX
1 11 (2.89%) Dynamics CRM
2 6 (1.57%) NetSuite
3 3 (0.79%) Dynamics NAV
4 1 (0.26%) Oracle Applications
4 1 (0.26%) SAP BPC
4 1 (0.26%) SAP CO
4 1 (0.26%) SAP FI
4 1 (0.26%) SAP FI/CO
Cloud Services
1 25 (6.56%) Microsoft Azure
2 16 (4.20%) Office 365
3 13 (3.41%) Dynamics 365
4 11 (2.89%) Amazon AWS
5 10 (2.62%) Google Analytics
6 6 (1.57%) Google Cloud Platform
7 4 (1.05%) Azure Active Directory
7 4 (1.05%) Azure Data Factory
7 4 (1.05%) SaaS
8 2 (0.52%) IaaS
8 2 (0.52%) IBM Cloud
8 2 (0.52%) PaaS
9 1 (0.26%) Cloud Computing
Communications & Networking
1 15 (3.94%) Firewall
2 14 (3.67%) Wireless
3 12 (3.15%) Ethernet
4 8 (2.10%) VoIP
5 7 (1.84%) Internet
6 6 (1.57%) TCP/IP
6 6 (1.57%) WAN
7 5 (1.31%) LAN
8 4 (1.05%) Broadband
8 4 (1.05%) MPLS
8 4 (1.05%) Profibus
9 3 (0.79%) LTE
9 3 (0.79%) VPN
9 3 (0.79%) WLAN
10 2 (0.52%) BGP
10 2 (0.52%) HSRP
10 2 (0.52%) HTTP
10 2 (0.52%) Kerberos
10 2 (0.52%) OSPF
10 2 (0.52%) SAN
Database & Business Intelligence
1 95 (24.93%) SQL Server
2 60 (15.75%) SQL Server Integration Services
3 39 (10.24%) Data Warehouse
4 38 (9.97%) SQL Server Reporting Services
5 31 (8.14%) Big Data
5 31 (8.14%) SQL Server Analysis Services
6 27 (7.09%) Microsoft Analysis Services
7 26 (6.82%) Power BI
8 22 (5.77%) Hadoop
9 16 (4.20%) SQL Server 2012
10 14 (3.67%) SAS EBI
11 12 (3.15%) Relational Database
12 11 (2.89%) SQL Server 2008
13 7 (1.84%) QlikView
14 6 (1.57%) BusinessObjects
14 6 (1.57%) SAP HANA
15 5 (1.31%) NoSQL
15 5 (1.31%) OLAP
15 5 (1.31%) OLAP Cube
15 5 (1.31%) SAP BW
Development Applications
1 32 (8.40%) Team Foundation Server
2 13 (3.41%) Visual Studio
3 11 (2.89%) JIRA
4 8 (2.10%) Git (software)
4 8 (2.10%) Selenium
5 3 (0.79%) Bugzilla
5 3 (0.79%) Rational DOORS
5 3 (0.79%) Rational Quality Manager
6 2 (0.52%) Axure RP
6 2 (0.52%) Eclipse
6 2 (0.52%) Jenkins
6 2 (0.52%) JUnit
6 2 (0.52%) Maven
7 1 (0.26%) SQL Server Management Studio (SSMS)
7 1 (0.26%) Subversion
7 1 (0.26%) TeamCity
General
1 103 (27.03%) Retail
2 49 (12.86%) Marketing
3 38 (9.97%) Finance
4 22 (5.77%) Manufacturing
5 13 (3.41%) Telecoms
6 9 (2.36%) Automotive
7 7 (1.84%) Banking
8 3 (0.79%) Electronics
8 3 (0.79%) Legal
9 2 (0.52%) Law
10 1 (0.26%) Aerospace
10 1 (0.26%) Financial Institution
10 1 (0.26%) Investment Banking
Job Titles
1 109 (28.61%) Developer
2 101 (26.51%) Analyst
3 66 (17.32%) Senior Developer
4 37 (9.71%) Business Intelligence Developer
5 36 (9.45%) .NET Developer
6 24 (6.30%) Senior Business Intelligence Developer
7 23 (6.04%) Service Manager
8 22 (5.77%) Senior .NET Developer
9 18 (4.72%) Lead Developer
10 17 (4.46%) Support Analyst
11 16 (4.20%) Business Analyst
12 15 (3.94%) Architect
12 15 (3.94%) VB.NET Developer
13 14 (3.67%) Business Intelligence Lead
13 14 (3.67%) Data Analyst
13 14 (3.67%) Junior
13 14 (3.67%) Service Analyst
13 14 (3.67%) Service Desk Analyst
14 12 (3.15%) Senior VB.NET Developer
15 11 (2.89%) Test Analyst
Libraries, Frameworks & Software Standards
1 63 (16.54%) .NET
2 32 (8.40%) HTML
3 31 (8.14%) CSS
3 31 (8.14%) MDX
4 25 (6.56%) Web Services
5 24 (6.30%) ASP.NET
6 20 (5.25%) XML
7 18 (4.72%) jQuery
8 16 (4.20%) .NET Framework
8 16 (4.20%) ASP.NET Web API
9 13 (3.41%) HTML5
9 13 (3.41%) JSON
10 12 (3.15%) CSS3
11 10 (2.62%) ASP.NET MVC
11 10 (2.62%) HTML5 Canvas
11 10 (2.62%) RESTful
12 9 (2.36%) WebSphere MQ
13 8 (2.10%) Kafka
14 6 (1.57%) REST
14 6 (1.57%) Twitter Bootstrap
Miscellaneous
1 40 (10.50%) Self-Motivation
2 21 (5.51%) EPoS
3 14 (3.67%) Management Information System
4 13 (3.41%) Mainframe
5 9 (2.36%) Robotics
6 8 (2.10%) Data Structures
6 8 (2.10%) Embedded Systems
6 8 (2.10%) Enterprise Software
6 8 (2.10%) Field-Programmable Gate Array
6 8 (2.10%) Verilog
6 8 (2.10%) VHDL
7 7 (1.84%) Algorithms
8 6 (1.57%) Analytical Mindset
8 6 (1.57%) Driving Licence
8 6 (1.57%) Mobile App
8 6 (1.57%) Social Media
8 6 (1.57%) User Experience
9 5 (1.31%) Credit Risk
9 5 (1.31%) Data Centre
10 4 (1.05%) Fintech
Operating Systems
1 37 (9.71%) Windows
2 21 (5.51%) Windows Server
3 5 (1.31%) Android
4 3 (0.79%) Apple iOS
5 2 (0.52%) Unix
6 1 (0.26%) Linux
6 1 (0.26%) Windows 10
6 1 (0.26%) Windows Server 2008
6 1 (0.26%) Windows Server 2012
Processes & Methodologies
1 160 (41.99%) Problem-Solving
2 111 (29.13%) Agile Software Development
3 62 (16.27%) Business Intelligence
4 57 (14.96%) Analytics
5 56 (14.70%) ITIL
6 52 (13.65%) Time Management
7 48 (12.60%) Visualisation
8 46 (12.07%) Decision-Making
9 42 (11.02%) ETL
10 36 (9.45%) IT Strategy
11 32 (8.40%) User Acceptance Testing
12 26 (6.82%) Incident Management
13 25 (6.56%) Service Management
14 23 (6.04%) Analytical Thinking
14 23 (6.04%) ERP
14 23 (6.04%) OO
14 23 (6.04%) Risk Management
14 23 (6.04%) Test Automation
15 21 (5.51%) Continuous Improvement
15 21 (5.51%) Mentoring
Programming Languages
1 132 (34.65%) SQL
2 45 (11.81%) T-SQL
3 41 (10.76%) C#
4 40 (10.50%) JavaScript
5 26 (6.82%) Data Analysis Expressions (DAX)
5 26 (6.82%) Java
6 22 (5.77%) Python
7 19 (4.99%) VB.NET
8 18 (4.72%) R
9 15 (3.94%) PL/SQL
9 15 (3.94%) VB
10 10 (2.62%) PowerShell
10 10 (2.62%) VB6
11 9 (2.36%) VBScript
12 6 (1.57%) ABAP
12 6 (1.57%) Scala
12 6 (1.57%) VBA
13 4 (1.05%) C
14 3 (0.79%) Shell Script
15 2 (0.52%) JCL
Qualifications
1 45 (11.81%) Degree
2 25 (6.56%) ITIL Certification
3 21 (5.51%) ISTQB
4 12 (3.15%) ISTQB Foundation Certification
5 8 (2.10%) CISSP
6 7 (1.84%) SSCP
7 6 (1.57%) HND
8 5 (1.31%) Security Cleared
9 4 (1.05%) Cisco Certification
9 4 (1.05%) SC Cleared
10 3 (0.79%) HNC
11 2 (0.52%) CCNA
11 2 (0.52%) CCNP
11 2 (0.52%) Computer Science Degree
11 2 (0.52%) JNCIA
11 2 (0.52%) JNCIP
11 2 (0.52%) PhD
11 2 (0.52%) PMI Certification
11 2 (0.52%) PMP
12 1 (0.26%) DBS Check
Quality Assurance & Compliance
1 33 (8.66%) SLA
2 19 (4.99%) GDPR
3 18 (4.72%) QA
4 7 (1.84%) PCI DSS
5 6 (1.57%) ISO/IEC 27001
6 5 (1.31%) PMO
7 4 (1.05%) Data Quality
8 2 (0.52%) Cyber Essentials
8 2 (0.52%) Cyber Essentials PLUS
9 1 (0.26%) Actionable Recommendations
System Software
1 27 (7.09%) Active Directory
2 8 (2.10%) Firmware
3 2 (0.52%) Apache Flume
3 2 (0.52%) Apache ZooKeeper
3 2 (0.52%) Hyper-V
4 1 (0.26%) DFS Replication
4 1 (0.26%) Docker
4 1 (0.26%) VMware ESXi
4 1 (0.26%) vSphere
Systems Management
1 4 (1.05%) Wonderware InTouch
2 3 (0.79%) Hadoop YARN
2 3 (0.79%) Netcool
2 3 (0.79%) Oozie
3 1 (0.26%) Cisco CUCM
3 1 (0.26%) SCCM
3 1 (0.26%) Tivoli Storage Manager
Vendors
1 125 (32.81%) Microsoft
2 39 (10.24%) Oracle
2 39 (10.24%) Tableau
3 18 (4.72%) SAP
4 17 (4.46%) IBM
5 16 (4.20%) Google
6 10 (2.62%) VMware
7 8 (2.10%) Cisco
7 8 (2.10%) Cognos
7 8 (2.10%) JD Edwards
8 7 (1.84%) Genesys
8 7 (1.84%) McAfee
9 5 (1.31%) Dell
9 5 (1.31%) Hitachi
9 5 (1.31%) HP
9 5 (1.31%) Sun
10 4 (1.05%) Fortinet
10 4 (1.05%) Hortonworks
10 4 (1.05%) Siemens
10 4 (1.05%) Wonderware