Period
to 17 November 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 17 November 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
West Midlands > Staffordshire
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 18 21 40
Rank change year-on-year +3 +19 +1
Permanent jobs citing Analytical Skills 83 94 80
As % of all permanent IT jobs advertised in Staffordshire 11.25% 7.81% 6.33%
As % of the Miscellaneous category 26.27% 23.44% 17.86%
Number of salaries quoted 58 74 79
Staffordshire median annual salary £40,000 £35,000 £40,000
Median salary % change year-on-year +14.29% -12.50% +5.26%
10th Percentile £23,850 £20,622 £27,500
90th Percentile £48,750 £56,250 £48,000
West Midlands median annual salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25% +12.68%

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 316 401 448
As % of all permanent IT jobs advertised in Staffordshire 42.82% 33.31% 35.47%
Number of salaries quoted 250 350 413
Staffordshire median annual salary £40,000 £35,000 £40,000
Median salary % change year-on-year +14.29% -12.50% +3.90%
10th Percentile £25,000 £21,250 £23,500
90th Percentile £57,625 £55,075 £57,500
West Midlands median annual salary £43,500 £40,000 £40,000
% change year-on-year +8.75% - +2.56%

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 17 November 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 17 November 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 +5 29 £47,500 +31.03% 1
Stoke-on-Trent +2 29 £38,750 +10.71% 12
Tamworth +8 7 £45,000 +12.50% 3
Lichfield +11 4 £23,000 -30.30% 2
Leek - 3 £32,500 - 1
Stafford +6 1 £42,500 -19.05% 1
Uttoxeter - 1 £32,500 -
Rugeley - 1 £26,500 -
Analytical Skills
West Midlands

For the 6 months to 17 November 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 31 (37.35%) Problem-Solving
2 29 (34.94%) SQL
3 28 (33.73%) Finance
4 22 (26.51%) Games
5 19 (22.89%) Oracle
6 17 (20.48%) Microsoft
6 17 (20.48%) Analytics
7 16 (19.28%) SQL Server
7 16 (19.28%) Legal
8 15 (18.07%) Data Management
8 15 (18.07%) Analytical Thinking
9 14 (16.87%) Management Information System
9 14 (16.87%) .NET
9 14 (16.87%) Business Intelligence
10 13 (15.66%) T-SQL
10 13 (15.66%) Sarbanes-Oxley
10 13 (15.66%) Degree
11 12 (14.46%) Agile Software Development
12 11 (13.25%) MVC
12 11 (13.25%) C#
12 11 (13.25%) Self-Motivation
12 11 (13.25%) Continuous Improvement
13 10 (12.05%) Process Improvement
13 10 (12.05%) VB.NET
13 10 (12.05%) Microsoft Excel
13 10 (12.05%) Essbase
14 9 (10.84%) Stakeholder Management
14 9 (10.84%) Hyperion
14 9 (10.84%) Informatica
14 9 (10.84%) XML

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 5 (6.02%) Exchange Server 2003
1 5 (6.02%) MS Exchange
2 3 (3.61%) SAS
3 2 (2.41%) IIS
Applications
1 10 (12.05%) Microsoft Excel
2 4 (4.82%) Photoshop
3 3 (3.61%) Microsoft PowerPoint
3 3 (3.61%) Microsoft Project
4 2 (2.41%) MS Visio
5 1 (1.20%) Spreadsheet
Business Applications
1 6 (7.23%) HFM
2 3 (3.61%) Hyperion Planning
Cloud Services
1 6 (7.23%) Office 365
2 4 (4.82%) Google Analytics
3 3 (3.61%) Microsoft Azure
4 1 (1.20%) Amazon AWS
Communications & Networking
1 5 (6.02%) DHCP
1 5 (6.02%) DNS
1 5 (6.02%) Kerberos
1 5 (6.02%) MPLS
1 5 (6.02%) NAS
1 5 (6.02%) SAN
1 5 (6.02%) SNMP
1 5 (6.02%) TCP/IP
1 5 (6.02%) VLAN
1 5 (6.02%) WLAN
2 4 (4.82%) Internet
3 1 (1.20%) Extranet
3 1 (1.20%) X.509
Database & Business Intelligence
1 16 (19.28%) SQL Server
2 10 (12.05%) Essbase
3 9 (10.84%) Relational Database
3 9 (10.84%) SQL Server Reporting Services
4 7 (8.43%) SQL Server Integration Services
5 6 (7.23%) BusinessObjects
6 4 (4.82%) SQL Server 2005
7 3 (3.61%) Data Warehouse
7 3 (3.61%) MS Access
7 3 (3.61%) OLTP
7 3 (3.61%) Oracle BI EE
7 3 (3.61%) Oracle Reports
7 3 (3.61%) RDBMS
8 2 (2.41%) Power BI
9 1 (1.20%) MongoDB
9 1 (1.20%) MySQL
9 1 (1.20%) NoSQL
9 1 (1.20%) Redis
9 1 (1.20%) SQL Server 2008
Development Applications
1 4 (4.82%) Visual Studio
2 1 (1.20%) Git (software)
2 1 (1.20%) Jenkins
2 1 (1.20%) Ranorex
2 1 (1.20%) Team Foundation Server
General
1 28 (33.73%) Finance
2 22 (26.51%) Games
3 16 (19.28%) Legal
4 6 (7.23%) Retail
5 4 (4.82%) Marketing
6 2 (2.41%) Manufacturing
7 1 (1.20%) Advertising
7 1 (1.20%) Brand Awareness
7 1 (1.20%) French Language
7 1 (1.20%) German Language
7 1 (1.20%) Mandarin Language
Job Titles
1 25 (30.12%) Developer
2 22 (26.51%) Analyst
3 10 (12.05%) Senior Analyst
4 9 (10.84%) Business Analyst
4 9 (10.84%) Senior Developer
5 8 (9.64%) Support Manager
6 7 (8.43%) Senior Business Analyst
7 6 (7.23%) C# Developer
8 5 (6.02%) Java Developer
8 5 (6.02%) Senior C# Developer
9 4 (4.82%) .NET Developer
9 4 (4.82%) Web Developer
10 3 (3.61%) Architect
10 3 (3.61%) Data Analyst
10 3 (3.61%) Software Developer
10 3 (3.61%) Solutions Architect
10 3 (3.61%) Support Analyst
10 3 (3.61%) Support Engineer
10 3 (3.61%) Systems Manager
10 3 (3.61%) Systems Support
Libraries, Frameworks & Software Standards
1 14 (16.87%) .NET
2 9 (10.84%) XML
3 8 (9.64%) CSS
3 8 (9.64%) HTML
4 6 (7.23%) ASP.NET
5 5 (6.02%) LDAP
5 5 (6.02%) RESTful
5 5 (6.02%) Web Services
5 5 (6.02%) XSD
6 4 (4.82%) Ajax
6 4 (4.82%) ASP.NET Web API
6 4 (4.82%) ASP.NET Web Forms
6 4 (4.82%) jQuery
6 4 (4.82%) SOAP
6 4 (4.82%) WCF
6 4 (4.82%) XHTML
6 4 (4.82%) XSLT
7 1 (1.20%) AngularJS
7 1 (1.20%) React
7 1 (1.20%) Vue.js
Miscellaneous
1 14 (16.87%) Management Information System
2 11 (13.25%) Self-Motivation
3 8 (9.64%) Data Centre
3 8 (9.64%) Greenfield Project
4 7 (8.43%) Analytical Mindset
5 6 (7.23%) Client/Server
6 5 (6.02%) User Experience
7 3 (3.61%) Computer Science
8 1 (1.20%) Blog
8 1 (1.20%) PMI
8 1 (1.20%) Social Media
Operating Systems
1 9 (10.84%) Windows
2 6 (7.23%) Unix
3 5 (6.02%) Linux
3 5 (6.02%) Windows Server 2003
4 2 (2.41%) Windows Server 2008
5 1 (1.20%) CentOS
5 1 (1.20%) Windows Server 2012
Processes & Methodologies
1 31 (37.35%) Problem-Solving
2 17 (20.48%) Analytics
3 15 (18.07%) Analytical Thinking
3 15 (18.07%) Data Management
4 14 (16.87%) Business Intelligence
5 12 (14.46%) Agile Software Development
6 11 (13.25%) Continuous Improvement
6 11 (13.25%) MVC
7 10 (12.05%) Process Improvement
8 9 (10.84%) Stakeholder Management
9 8 (9.64%) Business Analysis
9 8 (9.64%) ERP
10 7 (8.43%) Change Management
10 7 (8.43%) IT Strategy
10 7 (8.43%) Performance Management
10 7 (8.43%) Web Development
11 6 (7.23%) Customer Requirements
11 6 (7.23%) ETL
11 6 (7.23%) Migration
11 6 (7.23%) Regression Testing
Programming Languages
1 29 (34.94%) SQL
2 13 (15.66%) T-SQL
3 11 (13.25%) C#
4 10 (12.05%) VB.NET
5 8 (9.64%) Java
6 5 (6.02%) JavaScript
7 4 (4.82%) XPath
8 3 (3.61%) PowerShell
8 3 (3.61%) VBA
9 2 (2.41%) VB
9 2 (2.41%) VBScript
10 1 (1.20%) PHP
Qualifications
1 13 (15.66%) Degree
2 5 (6.02%) MCITP
2 5 (6.02%) Microsoft Certification
3 2 (2.41%) PRINCE2 Practitioner
4 1 (1.20%) CCNA
4 1 (1.20%) Cisco Certification
4 1 (1.20%) CompTIA Security+
4 1 (1.20%) HNC
4 1 (1.20%) ISEB
4 1 (1.20%) ITIL Certification
4 1 (1.20%) PMI Certification
4 1 (1.20%) Security Cleared
Quality Assurance & Compliance
1 13 (15.66%) Sarbanes-Oxley
2 6 (7.23%) QA
3 4 (4.82%) Data Quality
4 3 (3.61%) GDPR
5 2 (2.41%) SLA
6 1 (1.20%) GxP
6 1 (1.20%) ISO/IEC 27001
6 1 (1.20%) PCI DSS
System Software
1 6 (7.23%) Active Directory
2 1 (1.20%) Docker
2 1 (1.20%) Hyper-V
Systems Management
1 1 (1.20%) McAfee ePO
Vendors
1 19 (22.89%) Oracle
2 17 (20.48%) Microsoft
3 9 (10.84%) Hyperion
3 9 (10.84%) Informatica
4 6 (7.23%) PeopleSoft
5 5 (6.02%) VMware
6 4 (4.82%) Avaya
6 4 (4.82%) Google
7 2 (2.41%) Remedy
8 1 (1.20%) Cisco
8 1 (1.20%) Cognos
8 1 (1.20%) HubSpot
8 1 (1.20%) IFS
8 1 (1.20%) McAfee
8 1 (1.20%) MicroStrategy
8 1 (1.20%) SAP
8 1 (1.20%) Sun
8 1 (1.20%) Tableau