Period
to 19 August 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 19 August 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
West Midlands > Staffordshire
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 13 22 41
Rank change year-on-year +9 +19 +4
Permanent jobs citing Analytical Skills 112 95 74
As % of all permanent IT jobs advertised in Staffordshire 12.93% 9.45% 5.76%
As % of the Miscellaneous category 33.14% 23.93% 15.04%
Number of salaries quoted 74 63 69
Staffordshire median annual salary £37,500 £32,500 £40,000
Median salary % change year-on-year +15.38% -18.75% +11.11%
10th Percentile £22,800 £20,622 £26,850
90th Percentile £48,750 £45,000 £51,000
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 338 397 492
As % of all permanent IT jobs advertised in Staffordshire 39.03% 39.50% 38.32%
Number of salaries quoted 259 329 451
Staffordshire median annual salary £40,000 £35,000 £37,500
Median salary % change year-on-year +14.29% -6.67% -6.25%
10th Percentile £25,000 £19,750 £22,000
90th Percentile £57,500 £52,500 £56,000
West Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +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 19 August 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 19 August 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 +3 52 £43,750 +25.00%
Stoke-on-Trent -12 23 £37,500 +42.86% 11
Tamworth +6 13 £45,000 +3.45% 5
Lichfield +13 8 £24,000 -31.43% 1
Stafford +16 3 £29,000 -22.67%
Rugeley - 1 £26,500 - 1
Analytical Skills
West Midlands

For the 6 months to 19 August 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 45 (40.18%) Finance
2 40 (35.71%) Problem-Solving
3 39 (34.82%) SQL
4 38 (33.93%) Games
5 34 (30.36%) Oracle
6 29 (25.89%) Legal
7 25 (22.32%) Data Management
8 23 (20.54%) Sarbanes-Oxley
8 23 (20.54%) Business Intelligence
9 21 (18.75%) Analytics
10 20 (17.86%) Process Improvement
10 20 (17.86%) Analytical Thinking
10 20 (17.86%) Essbase
11 18 (16.07%) SQL Server
12 16 (14.29%) Microsoft
12 16 (14.29%) Management Information System
13 15 (13.39%) Hyperion
13 15 (13.39%) Informatica
13 15 (13.39%) .NET
13 15 (13.39%) C#
13 15 (13.39%) Agile Software Development
14 14 (12.50%) MVC
15 13 (11.61%) Stakeholder Management
15 13 (11.61%) T-SQL
15 13 (11.61%) QA
15 13 (11.61%) Performance Management
16 12 (10.71%) User Acceptance Testing
16 12 (10.71%) VB.NET
16 12 (10.71%) ERP
16 12 (10.71%) Regression Testing

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 8 (7.14%) SAS
2 2 (1.79%) Exchange Server 2003
2 2 (1.79%) IIS
2 2 (1.79%) MS Exchange
3 1 (0.89%) SharePoint
Applications
1 9 (8.04%) Microsoft Excel
2 4 (3.57%) Microsoft Project
2 4 (3.57%) Photoshop
3 2 (1.79%) Microsoft Office
3 2 (1.79%) Spreadsheet
4 1 (0.89%) Microsoft PowerPoint
Business Applications
1 10 (8.93%) HFM
2 5 (4.46%) Hyperion Planning
3 2 (1.79%) Dynamics NAV
4 1 (0.89%) Dynamics AX
Cloud Services
1 5 (4.46%) Office 365
2 4 (3.57%) Google Analytics
2 4 (3.57%) Microsoft Azure
3 1 (0.89%) Amazon AWS
Communications & Networking
1 7 (6.25%) DNS
2 4 (3.57%) DHCP
2 4 (3.57%) SAN
2 4 (3.57%) SSL
2 4 (3.57%) TCP/IP
3 3 (2.68%) Kerberos
3 3 (2.68%) MPLS
3 3 (2.68%) NAS
3 3 (2.68%) SNMP
3 3 (2.68%) VLAN
3 3 (2.68%) WLAN
4 2 (1.79%) Extranet
4 2 (1.79%) Internet
4 2 (1.79%) SMS
5 1 (0.89%) LAN
5 1 (0.89%) X.509
Database & Business Intelligence
1 20 (17.86%) Essbase
2 18 (16.07%) SQL Server
3 12 (10.71%) Relational Database
4 9 (8.04%) SQL Server Reporting Services
5 8 (7.14%) SQL Server Integration Services
6 7 (6.25%) BusinessObjects
7 6 (5.36%) MS Access
8 5 (4.46%) Data Warehouse
8 5 (4.46%) Oracle BI EE
8 5 (4.46%) Oracle Reports
8 5 (4.46%) RDBMS
9 4 (3.57%) OLTP
9 4 (3.57%) Power BI
9 4 (3.57%) SQL Server 2005
10 2 (1.79%) Enterprise Data Warehouse
10 2 (1.79%) MongoDB
10 2 (1.79%) MySQL
10 2 (1.79%) NoSQL
10 2 (1.79%) Redis
10 2 (1.79%) SQL Server 2008
Development Applications
1 4 (3.57%) Visual Studio
2 2 (1.79%) Git (software)
2 2 (1.79%) Jenkins
3 1 (0.89%) Team Foundation Server
General
1 45 (40.18%) Finance
2 38 (33.93%) Games
3 29 (25.89%) Legal
4 8 (7.14%) Retail
5 5 (4.46%) Marketing
6 2 (1.79%) Manufacturing
7 1 (0.89%) Advertising
7 1 (0.89%) Billing
Job Titles
1 39 (34.82%) Analyst
2 34 (30.36%) Developer
3 16 (14.29%) Business Analyst
4 14 (12.50%) Senior Developer
4 14 (12.50%) Support Manager
5 12 (10.71%) Senior Analyst
5 12 (10.71%) Senior Business Analyst
6 8 (7.14%) Applications Support
6 8 (7.14%) Data Analyst
6 8 (7.14%) Support Analyst
7 7 (6.25%) Administrator
7 7 (6.25%) C# Developer
7 7 (6.25%) Web Developer
8 6 (5.36%) Systems Support
9 5 (4.46%) Consultant
9 5 (4.46%) Java Developer
9 5 (4.46%) Report Developer
9 5 (4.46%) Senior C# Developer
9 5 (4.46%) Systems Manager
9 5 (4.46%) Systems Support Manager
Libraries, Frameworks & Software Standards
1 15 (13.39%) .NET
2 9 (8.04%) XML
3 8 (7.14%) ASP.NET
3 8 (7.14%) CSS
3 8 (7.14%) HTML
4 6 (5.36%) RESTful
4 6 (5.36%) Web Services
5 5 (4.46%) XSD
6 4 (3.57%) Ajax
6 4 (3.57%) ASP.NET Web API
6 4 (3.57%) ASP.NET Web Forms
6 4 (3.57%) jQuery
6 4 (3.57%) SOAP
6 4 (3.57%) WCF
6 4 (3.57%) XHTML
6 4 (3.57%) XSLT
7 3 (2.68%) LDAP
8 2 (1.79%) CodeIgniter
8 2 (1.79%) Node.js
8 2 (1.79%) WinForms
Miscellaneous
1 16 (14.29%) Management Information System
2 11 (9.82%) Data Centre
3 10 (8.93%) Client/Server
3 10 (8.93%) Self-Motivation
3 10 (8.93%) User Experience
4 6 (5.36%) Greenfield Project
5 3 (2.68%) Analytical Mindset
6 2 (1.79%) Data Structures
6 2 (1.79%) Replication
7 1 (0.89%) Clustering
7 1 (0.89%) Computer Science
7 1 (0.89%) Driving Licence
7 1 (0.89%) Tandem
Operating Systems
1 10 (8.93%) Unix
1 10 (8.93%) Windows
2 6 (5.36%) Linux
3 3 (2.68%) Windows Server 2003
3 3 (2.68%) Windows Server 2008
3 3 (2.68%) Windows Server 2012
4 2 (1.79%) Windows Server
5 1 (0.89%) CentOS
5 1 (0.89%) Windows 10
5 1 (0.89%) Windows 7
Processes & Methodologies
1 40 (35.71%) Problem-Solving
2 25 (22.32%) Data Management
3 23 (20.54%) Business Intelligence
4 21 (18.75%) Analytics
5 20 (17.86%) Analytical Thinking
5 20 (17.86%) Process Improvement
6 15 (13.39%) Agile Software Development
7 14 (12.50%) MVC
8 13 (11.61%) Performance Management
8 13 (11.61%) Stakeholder Management
9 12 (10.71%) ERP
9 12 (10.71%) Regression Testing
9 12 (10.71%) User Acceptance Testing
10 11 (9.82%) Migration
11 10 (8.93%) Continuous Improvement
11 10 (8.93%) ETL
12 9 (8.04%) Release Management
12 9 (8.04%) Web Development
13 8 (7.14%) Business Analysis
13 8 (7.14%) Data Governance
Programming Languages
1 39 (34.82%) SQL
2 15 (13.39%) C#
3 13 (11.61%) T-SQL
4 12 (10.71%) VB.NET
5 11 (9.82%) Java
6 6 (5.36%) JavaScript
7 5 (4.46%) PowerShell
8 4 (3.57%) XPath
9 2 (1.79%) PHP
9 2 (1.79%) R
10 1 (0.89%) C
10 1 (0.89%) C++
Qualifications
1 9 (8.04%) Degree
2 4 (3.57%) Microsoft Certification
3 3 (2.68%) MCITP
3 3 (2.68%) PRINCE2 Practitioner
4 1 (0.89%) CompTIA Security+
4 1 (0.89%) HNC
4 1 (0.89%) MCSA
4 1 (0.89%) Numerate Degree
4 1 (0.89%) Security Cleared
Quality Assurance & Compliance
1 23 (20.54%) Sarbanes-Oxley
2 13 (11.61%) QA
3 8 (7.14%) Data Quality
4 3 (2.68%) ISO/IEC 27001
5 1 (0.89%) PCI DSS
5 1 (0.89%) PMO
System Software
1 4 (3.57%) Active Directory
2 2 (1.79%) Docker
3 1 (0.89%) Hyper-V
3 1 (0.89%) VMware Infrastructure
Systems Management
1 1 (0.89%) Failover Clustering
1 1 (0.89%) McAfee ePO
1 1 (0.89%) Microsoft Clustering
1 1 (0.89%) Systems Management Server (SMS)
Vendors
1 34 (30.36%) Oracle
2 16 (14.29%) Microsoft
3 15 (13.39%) Hyperion
3 15 (13.39%) Informatica
4 10 (8.93%) PeopleSoft
5 4 (3.57%) Google
5 4 (3.57%) VMware
6 2 (1.79%) RapidMiner
6 2 (1.79%) Teradata
7 1 (0.89%) Avaya
7 1 (0.89%) Cisco
7 1 (0.89%) Cognos
7 1 (0.89%) Genesys
7 1 (0.89%) IDERA
7 1 (0.89%) IFS
7 1 (0.89%) Ivanti
7 1 (0.89%) Kaspersky
7 1 (0.89%) McAfee
7 1 (0.89%) MicroStrategy
7 1 (0.89%) SAP