Period
to 18 February 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 18 February 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
West Midlands > Staffordshire
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 23 48 52
Rank change year-on-year +25 +4 -7
Permanent jobs citing Analytical Skills 79 57 50
As % of all permanent IT jobs advertised in Staffordshire 7.41% 5.24% 4.24%
As % of the Miscellaneous category 25.90% 15.08% 12.85%
Number of salaries quoted 70 51 44
Staffordshire median annual salary £36,250 £36,000 £38,000
Median salary % change year-on-year +0.69% -5.26% +1.33%
10th Percentile £21,187 £27,500 £26,250
90th Percentile £56,250 £45,000 £48,750
West Midlands median annual salary £42,500 £38,500 £40,000
% change year-on-year +10.39% -3.75% -4.76%

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 305 378 389
As % of all permanent IT jobs advertised in Staffordshire 28.61% 34.74% 32.99%
Number of salaries quoted 269 333 352
Staffordshire median annual salary £35,000 £40,000 £37,500
Median salary % change year-on-year -12.50% +6.67% -
10th Percentile £21,200 £22,900 £22,750
90th Percentile £56,250 £61,000 £55,000
West Midlands median annual salary £40,000 £40,000 £40,000

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 18 February 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 18 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
Stoke-on-Trent +24 22 £37,500 - 14
Burton-upon-Trent +12 20 £44,000 +17.33% 4
Stafford +6 11 £52,500 - 1
Tamworth -1 7 £26,250 -25.00% 2
Lichfield +2 6 £30,500 -19.74% 1
Cannock +7 1 £13,000 -54.78%
Analytical Skills
West Midlands

For the 6 months to 18 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 Staffordshire region with a requirement for Analytical Skills.

1 26 (32.91%) SQL
1 26 (32.91%) Microsoft
2 17 (21.52%) Degree
3 16 (20.25%) Agile Software Development
4 15 (18.99%) SQL Server
4 15 (18.99%) Windows
5 13 (16.46%) Business Analysis
6 11 (13.92%) Microsoft Certification
6 11 (13.92%) Software Engineering
6 11 (13.92%) SQL Server Integration Services
6 11 (13.92%) Continuous Improvement
7 10 (12.66%) Technical Analysis
7 10 (12.66%) Algorithms
7 10 (12.66%) IT Strategy
7 10 (12.66%) C
7 10 (12.66%) Management Information System
7 10 (12.66%) Stakeholder Management
8 9 (11.39%) Regression Testing
8 9 (11.39%) T-SQL
8 9 (11.39%) Microsoft Excel
8 9 (11.39%) Dynamics NAV
8 9 (11.39%) QA
8 9 (11.39%) Test Automation
9 8 (10.13%) Software Architecture
9 8 (10.13%) Continuous Integration
9 8 (10.13%) Unit Testing
9 8 (10.13%) Mathematics
9 8 (10.13%) SysML
9 8 (10.13%) Microsoft PowerPoint
9 8 (10.13%) IEC 62304

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 1 (1.27%) Confluence
1 1 (1.27%) SAS
1 1 (1.27%) SharePoint
Applications
1 9 (11.39%) Microsoft Excel
2 8 (10.13%) Microsoft PowerPoint
2 8 (10.13%) Simulink
3 5 (6.33%) Microsoft Office
4 2 (2.53%) Microsoft Project
Business Applications
1 9 (11.39%) Dynamics NAV
Cloud Services
1 8 (10.13%) Office 365
2 5 (6.33%) Microsoft Azure
3 1 (1.27%) SaaS
Communications & Networking
1 7 (8.86%) VLAN
2 6 (7.59%) Firewall
2 6 (7.59%) NAS
2 6 (7.59%) SAN
3 5 (6.33%) LAN
3 5 (6.33%) VPN
3 5 (6.33%) WAN
4 4 (5.06%) TCP/IP
5 1 (1.27%) DHCP
5 1 (1.27%) DNS
5 1 (1.27%) IP Telephony
5 1 (1.27%) Kerberos
5 1 (1.27%) MPLS
5 1 (1.27%) SNMP
5 1 (1.27%) Structured Cabling
5 1 (1.27%) VoIP
5 1 (1.27%) WLAN
Database & Business Intelligence
1 15 (18.99%) SQL Server
2 11 (13.92%) SQL Server Integration Services
3 7 (8.86%) SQL Server 2008
4 6 (7.59%) SQL Server Reporting Services
5 3 (3.80%) SQL Server 2012
5 3 (3.80%) SQL Server Analysis Services
6 2 (2.53%) Big Data
6 2 (2.53%) Relational Database
Development Applications
1 6 (7.59%) Team Foundation Server
2 1 (1.27%) JIRA
2 1 (1.27%) Ranorex
2 1 (1.27%) YouTrack
General
1 8 (10.13%) Electronics
1 8 (10.13%) Finance
2 6 (7.59%) Advertising
3 3 (3.80%) Marketing
4 2 (2.53%) Billing
4 2 (2.53%) Manufacturing
4 2 (2.53%) Pharmaceutical
4 2 (2.53%) Retail
5 1 (1.27%) Games
5 1 (1.27%) Legal
Job Titles
1 26 (32.91%) Analyst
2 12 (15.19%) Developer
3 10 (12.66%) Business Analyst
3 10 (12.66%) Senior Analyst
4 9 (11.39%) IT Support
4 9 (11.39%) Software Engineer
5 8 (10.13%) Senior Business Analyst
6 7 (8.86%) 1st Line Engineer
6 7 (8.86%) 1st Line Support
6 7 (8.86%) 1st Line Support Engineer
6 7 (8.86%) Support Engineer
7 5 (6.33%) Consultant
7 5 (6.33%) IT Engineer
8 4 (5.06%) Dynamics NAV Consultant
8 4 (5.06%) IT Analyst
8 4 (5.06%) IT Support Engineer
8 4 (5.06%) MATLAB Engineer
8 4 (5.06%) Microsoft Consultant
8 4 (5.06%) SQL Developer
8 4 (5.06%) Support Consultant
Libraries, Frameworks & Software Standards
1 8 (10.13%) Middleware
2 7 (8.86%) .NET
3 3 (3.80%) .NET Framework
3 3 (3.80%) Entity Framework
4 1 (1.27%) CSS
4 1 (1.27%) HTML
4 1 (1.27%) LDAP
4 1 (1.27%) Spring
4 1 (1.27%) XML
4 1 (1.27%) XSD
Miscellaneous
1 10 (12.66%) Algorithms
1 10 (12.66%) Management Information System
2 7 (8.86%) Replication
3 6 (7.59%) Analytical Mindset
3 6 (7.59%) Driving Licence
4 2 (2.53%) Data Centre
4 2 (2.53%) PMI
5 1 (1.27%) Computer Science
5 1 (1.27%) FMCG
5 1 (1.27%) Life Science
5 1 (1.27%) Virtual Team
Operating Systems
1 15 (18.99%) Windows
2 5 (6.33%) Windows 10
2 5 (6.33%) Windows Server
3 3 (3.80%) Windows 7
3 3 (3.80%) Windows 8
3 3 (3.80%) Windows XP
4 1 (1.27%) Windows Server 2003
4 1 (1.27%) Windows Server 2008
Processes & Methodologies
1 16 (20.25%) Agile Software Development
2 13 (16.46%) Business Analysis
3 11 (13.92%) Continuous Improvement
3 11 (13.92%) Software Engineering
4 10 (12.66%) IT Strategy
4 10 (12.66%) Stakeholder Management
4 10 (12.66%) Technical Analysis
5 9 (11.39%) Regression Testing
5 9 (11.39%) Test Automation
6 8 (10.13%) Continuous Integration
6 8 (10.13%) ITIL
6 8 (10.13%) Mathematics
6 8 (10.13%) Scrum
6 8 (10.13%) Software Architecture
6 8 (10.13%) SysML
6 8 (10.13%) TDD
6 8 (10.13%) UML
6 8 (10.13%) Unit Testing
7 7 (8.86%) Performance Tuning
7 7 (8.86%) Root Cause Analysis
Programming Languages
1 26 (32.91%) SQL
2 10 (12.66%) C
3 9 (11.39%) T-SQL
4 8 (10.13%) C#
4 8 (10.13%) MATLAB
5 1 (1.27%) Elixir
5 1 (1.27%) Erlang
5 1 (1.27%) Go
5 1 (1.27%) Java
5 1 (1.27%) Scala
5 1 (1.27%) VB.NET
Qualifications
1 17 (21.52%) Degree
2 11 (13.92%) Microsoft Certification
3 2 (2.53%) ITIL Certification
3 2 (2.53%) PhD
3 2 (2.53%) PMI Certification
4 1 (1.27%) CISA
4 1 (1.27%) CISSP
4 1 (1.27%) CNE
4 1 (1.27%) CompTIA Security+
4 1 (1.27%) DBS Check
4 1 (1.27%) ISEB
4 1 (1.27%) MCSA
4 1 (1.27%) MCSE
4 1 (1.27%) Novell Certification
Quality Assurance & Compliance
1 9 (11.39%) QA
2 8 (10.13%) IEC 61508
2 8 (10.13%) IEC 62304
3 7 (8.86%) ISO/IEC 27001
4 3 (3.80%) Actionable Recommendations
5 1 (1.27%) HIPAA
5 1 (1.27%) Sarbanes-Oxley
5 1 (1.27%) SLA
5 1 (1.27%) SSAE 16
System Software
1 8 (10.13%) Firmware
2 7 (8.86%) Active Directory
3 6 (7.59%) VMware Infrastructure
4 5 (6.33%) Hyper-V
Vendors
1 26 (32.91%) Microsoft
2 6 (7.59%) VMware
3 4 (5.06%) Tableau
4 3 (3.80%) IDERA
5 1 (1.27%) Avaya