Period
to 21 May 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Staffordshire. 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
West Midlands > Staffordshire
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 17 28 47
Rank change year-on-year +11 +19 +7
Permanent jobs citing Analytical Skills 92 72 60
As % of all permanent IT jobs advertised in Staffordshire 10.37% 7.92% 4.69%
As % of the Miscellaneous category 29.77% 19.57% 12.22%
Number of salaries quoted 68 46 56
Staffordshire median annual salary £34,250 £34,000 £38,000
Median salary % change year-on-year +0.74% -10.53% +1.33%
10th Percentile £22,125 £20,622 £28,000
90th Percentile £48,750 £45,125 £47,500
West Midlands median annual salary £40,000 £40,000 £40,000

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 Staffordshire with a requirement for generic IT skills.

All Generic IT Skills
Staffordshire
Permanent vacancies with a requirement for generic IT skills 309 368 491
As % of all permanent IT jobs advertised in Staffordshire 34.84% 40.48% 38.39%
Number of salaries quoted 255 289 448
Staffordshire median annual salary £35,500 £37,500 £37,500
Median salary % change year-on-year -5.33% - -6.25%
10th Percentile £22,500 £19,750 £22,000
90th Percentile £53,900 £60,146 £52,150
West Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Analytical Skills
Job Vacancy Trend in Staffordshire

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Staffordshire.

Job vacancy trend for Analytical Skills in Staffordshire

Analytical Skills
Salary Trend in Staffordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Staffordshire.

Salary trend for Analytical Skills in Staffordshire

Analytical Skills
Salary Histogram in Staffordshire

The salary distribution of IT jobs citing Analytical Skills in Staffordshire over the 6 months to 21 May 2018.

Salary histogram for Analytical Skills in Staffordshire

Analytical Skills
Job Locations in Staffordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Staffordshire 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
Burton-upon-Trent +4 49 £38,750 +10.71% 9
Stoke-on-Trent -7 13 £35,000 +27.27% 9
Tamworth +4 9 £30,000 -32.20% 2
Lichfield +6 5 £33,000 +4.76%
Stafford +8 2 £29,000 -22.67% 1
Analytical Skills
West Midlands

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 Staffordshire region with a requirement for Analytical Skills.

1 49 (53.26%) Problem-Solving
2 29 (31.52%) SQL
3 23 (25.00%) Finance
3 23 (25.00%) Games
4 19 (20.65%) Oracle
5 17 (18.48%) Legal
6 16 (17.39%) Stakeholder Management
6 16 (17.39%) Data Management
7 15 (16.30%) Windows
7 15 (16.30%) Business Intelligence
7 15 (16.30%) Microsoft
8 14 (15.22%) Process Improvement
9 13 (14.13%) Continuous Improvement
9 13 (14.13%) Business Analysis
10 12 (13.04%) SQL Server
10 12 (13.04%) Sarbanes-Oxley
10 12 (13.04%) Essbase
10 12 (13.04%) Technical Analysis
10 12 (13.04%) IT Strategy
11 10 (10.87%) Analytics
11 10 (10.87%) Agile Software Development
12 9 (9.78%) Retail
12 9 (9.78%) User Acceptance Testing
12 9 (9.78%) Performance Management
12 9 (9.78%) Management Information System
12 9 (9.78%) Analytical Thinking
13 8 (8.70%) Decision-Making
13 8 (8.70%) VMware
13 8 (8.70%) Active Directory
13 8 (8.70%) SAN

Analytical Skills
Co-occurring IT Skills in Staffordshire 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 6 (6.52%) SAS
2 1 (1.09%) Confluence
2 1 (1.09%) Exchange Server 2003
2 1 (1.09%) MS Exchange
2 1 (1.09%) SharePoint
Applications
1 7 (7.61%) Microsoft Excel
2 5 (5.43%) Microsoft Project
3 4 (4.35%) Microsoft Office
4 3 (3.26%) Microsoft PowerPoint
5 1 (1.09%) Spreadsheet
Business Applications
1 4 (4.35%) HFM
2 3 (3.26%) Dynamics NAV
3 2 (2.17%) Hyperion Planning
4 1 (1.09%) Dynamics AX
Cloud Services
1 8 (8.70%) Office 365
2 4 (4.35%) Microsoft Azure
Communications & Networking
1 8 (8.70%) SAN
2 7 (7.61%) DNS
2 7 (7.61%) NAS
2 7 (7.61%) VLAN
3 6 (6.52%) LAN
4 5 (5.43%) Firewall
4 5 (5.43%) SSL
4 5 (5.43%) VPN
4 5 (5.43%) WAN
5 4 (4.35%) TCP/IP
6 3 (3.26%) DHCP
7 2 (2.17%) Kerberos
7 2 (2.17%) MPLS
7 2 (2.17%) SMS
7 2 (2.17%) SNMP
7 2 (2.17%) WLAN
8 1 (1.09%) Extranet
8 1 (1.09%) IP Telephony
8 1 (1.09%) Structured Cabling
Database & Business Intelligence
1 12 (13.04%) Essbase
1 12 (13.04%) SQL Server
2 8 (8.70%) SQL Server Integration Services
3 5 (5.43%) Relational Database
3 5 (5.43%) SQL Server Reporting Services
4 4 (4.35%) BusinessObjects
4 4 (4.35%) MS Access
5 3 (3.26%) Power BI
5 3 (3.26%) SQL Server 2008
6 2 (2.17%) Data Warehouse
6 2 (2.17%) Enterprise Data Warehouse
6 2 (2.17%) Oracle BI EE
6 2 (2.17%) Oracle Reports
6 2 (2.17%) RDBMS
7 1 (1.09%) MongoDB
7 1 (1.09%) MySQL
7 1 (1.09%) NoSQL
7 1 (1.09%) OLTP
7 1 (1.09%) PostgreSQL
7 1 (1.09%) Redis
Development Applications
1 3 (3.26%) Team Foundation Server
2 1 (1.09%) Git (software)
2 1 (1.09%) Jenkins
2 1 (1.09%) JIRA
2 1 (1.09%) Ranorex
2 1 (1.09%) YouTrack
General
1 23 (25.00%) Finance
1 23 (25.00%) Games
2 17 (18.48%) Legal
3 9 (9.78%) Retail
4 4 (4.35%) Marketing
5 3 (3.26%) Billing
6 2 (2.17%) Advertising
6 2 (2.17%) Manufacturing
Job Titles
1 42 (45.65%) Analyst
2 18 (19.57%) Business Analyst
3 16 (17.39%) Developer
3 16 (17.39%) Senior Analyst
4 15 (16.30%) Senior Business Analyst
5 8 (8.70%) Applications Support
6 7 (7.61%) Consultant
6 7 (7.61%) Support Manager
7 6 (6.52%) Data Analyst
7 6 (6.52%) Support Analyst
8 5 (5.43%) Administrator
8 5 (5.43%) IT Support
8 5 (5.43%) Senior Developer
8 5 (5.43%) Web Analyst
8 5 (5.43%) Web Support Analyst
9 4 (4.35%) Applications Support Analyst
9 4 (4.35%) Test Analyst
9 4 (4.35%) Web Applications Analyst
9 4 (4.35%) Web Applications Support
10 3 (3.26%) SQL Analyst
Libraries, Frameworks & Software Standards
1 7 (7.61%) .NET
2 3 (3.26%) ASP.NET
3 2 (2.17%) LDAP
4 1 (1.09%) .NET Framework
4 1 (1.09%) AngularJS
4 1 (1.09%) CodeIgniter
4 1 (1.09%) CSS
4 1 (1.09%) Entity Framework
4 1 (1.09%) HTML
4 1 (1.09%) Laravel
4 1 (1.09%) Node.js
4 1 (1.09%) React
4 1 (1.09%) RESTful
4 1 (1.09%) Vue (Vue.js)
4 1 (1.09%) Web Services
4 1 (1.09%) WinForms
Miscellaneous
1 9 (9.78%) Management Information System
2 7 (7.61%) Self-Motivation
3 6 (6.52%) Driving Licence
4 5 (5.43%) Data Centre
4 5 (5.43%) User Experience
5 4 (4.35%) Client/Server
5 4 (4.35%) Replication
6 2 (2.17%) Data Structures
7 1 (1.09%) Analytical Mindset
7 1 (1.09%) Clustering
7 1 (1.09%) FMCG
7 1 (1.09%) Tandem
Operating Systems
1 15 (16.30%) Windows
2 6 (6.52%) Windows 10
3 5 (5.43%) Windows Server
4 4 (4.35%) Unix
5 2 (2.17%) Windows Server 2003
5 2 (2.17%) Windows Server 2012
6 1 (1.09%) Linux
6 1 (1.09%) Windows 7
6 1 (1.09%) Windows 8
6 1 (1.09%) Windows Server 2008
6 1 (1.09%) Windows XP
Processes & Methodologies
1 49 (53.26%) Problem-Solving
2 16 (17.39%) Data Management
2 16 (17.39%) Stakeholder Management
3 15 (16.30%) Business Intelligence
4 14 (15.22%) Process Improvement
5 13 (14.13%) Business Analysis
5 13 (14.13%) Continuous Improvement
6 12 (13.04%) IT Strategy
6 12 (13.04%) Technical Analysis
7 10 (10.87%) Agile Software Development
7 10 (10.87%) Analytics
8 9 (9.78%) Analytical Thinking
8 9 (9.78%) Performance Management
8 9 (9.78%) User Acceptance Testing
9 8 (8.70%) Decision-Making
10 7 (7.61%) Change Management
10 7 (7.61%) CRM
10 7 (7.61%) ERP
10 7 (7.61%) Regression Testing
11 6 (6.52%) Release Management
Programming Languages
1 29 (31.52%) SQL
2 7 (7.61%) C#
3 6 (6.52%) T-SQL
4 3 (3.26%) C
4 3 (3.26%) Java
4 3 (3.26%) PowerShell
4 3 (3.26%) VB.NET
5 2 (2.17%) R
6 1 (1.09%) C++
6 1 (1.09%) JavaScript
6 1 (1.09%) PHP
Qualifications
1 7 (7.61%) Degree
2 4 (4.35%) Microsoft Certification
3 2 (2.17%) ITIL Certification
3 2 (2.17%) MCITP
4 1 (1.09%) ISEB
4 1 (1.09%) MCSA
4 1 (1.09%) Numerate Degree
4 1 (1.09%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 12 (13.04%) Sarbanes-Oxley
2 8 (8.70%) QA
3 6 (6.52%) Data Quality
4 3 (3.26%) ISO/IEC 27001
5 1 (1.09%) PMO
5 1 (1.09%) SLA
System Software
1 8 (8.70%) Active Directory
2 6 (6.52%) VMware Infrastructure
3 5 (5.43%) Hyper-V
4 1 (1.09%) Docker
Systems Management
1 1 (1.09%) Failover Clustering
1 1 (1.09%) Microsoft Clustering
1 1 (1.09%) Systems Management Server (SMS)
Vendors
1 19 (20.65%) Oracle
2 15 (16.30%) Microsoft
3 8 (8.70%) VMware
4 6 (6.52%) Hyperion
4 6 (6.52%) Informatica
5 4 (4.35%) PeopleSoft
6 3 (3.26%) Tableau
7 2 (2.17%) Avaya
7 2 (2.17%) RapidMiner
7 2 (2.17%) Teradata
8 1 (1.09%) Cisco
8 1 (1.09%) EqualLogic
8 1 (1.09%) Genesys
8 1 (1.09%) IDERA
8 1 (1.09%) Ivanti
8 1 (1.09%) Kaspersky