Period
to 22 July 2017

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 22 July 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
England > West Midlands
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 172 179 140
Rank change year-on-year +7 -39 -3
Permanent jobs citing Data Analysis 167 191 219
As % of all permanent IT jobs advertised in the West Midlands 1.65% 1.54% 1.95%
As % of the Processes & Methodologies category 1.85% 1.75% 2.25%
Number of salaries quoted 136 151 199
West Midlands median annual salary £39,250 £37,500 £37,500
Median salary % change year-on-year +4.67% - -6.25%
10th Percentile £25,000 £25,500 £26,750
90th Percentile £52,500 £62,500 £61,250
England median annual salary £45,000 £45,000 £44,000
% change year-on-year - +2.27% -2.22%

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the West Midlands with a requirement for process and methodology skills.

Process & Methodology Skills
West Midlands
Permanent job vacancies with a requirement for process and methodology skills 9037 10918 9727
As % of all permanent IT job vacancies advertised in the West Midlands 89.23% 88.25% 86.62%
Number of salaries quoted 7473 8580 8004
West Midlands median annual salary £40,500 £40,500 £40,000
Median salary % change year-on-year - +1.25% -
10th Percentile £26,017 £24,750 £24,750
90th Percentile £61,250 £66,025 £65,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Analysis
Job Vacancy Trend in the West Midlands

Job postings citing Data Analysis as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for Data Analysis in the West Midlands

Data Analysis
Salary Trend in the West Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis in the West Midlands.

Salary trend for Data Analysis in the West Midlands

Data Analysis
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Data Analysis in the West Midlands over the 6 months to 22 July 2017.

Salary histogram for Data Analysis in the West Midlands

Data Analysis
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the West Midlands region over the 6 months to 22 July 2017. 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
Birmingham +22 72 £35,000 -1.41% 3
Coventry +11 21 £45,000 +18.42% 2
Solihull +9 18 £43,000 +32.31%
Staffordshire +26 15 £40,000 +34.45% 4
Warwickshire -14 10 £41,250 -17.50% 2
Worcestershire -18 7 £37,500 +15.38%
Shropshire +2 6 £44,750 +27.86%
Wolverhampton +8 4 - -
Halesowen -15 1 - - 1
Sutton Coldfield - 1 £37,500 -
West Bromwich - 1 £21,500 -
Data Analysis
England

For the 6 months to 22 July 2017, IT jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the West Midlands region with a requirement for Data Analysis.

1 71 (42.51%) SQL
2 59 (35.33%) Analytical Skills
3 48 (28.74%) Microsoft Excel
4 43 (25.75%) Finance
5 39 (23.35%) SQL Server
6 36 (21.56%) Business Intelligence
7 33 (19.76%) Agile Software Development
8 28 (16.77%) Microsoft
8 28 (16.77%) Degree
9 24 (14.37%) ITIL
10 23 (13.77%) Project Management
10 23 (13.77%) Stakeholder Management
11 22 (13.17%) Microsoft Office
12 20 (11.98%) Marketing
13 18 (10.78%) Windows
13 18 (10.78%) QA
14 17 (10.18%) Business Analysis
14 17 (10.18%) Oracle
14 17 (10.18%) Data Modelling
15 16 (9.58%) Microsoft PowerPoint
16 15 (8.98%) Statistics
16 15 (8.98%) CRM
16 15 (8.98%) Algorithms
16 15 (8.98%) Analytics
17 14 (8.38%) Master's Degree
17 14 (8.38%) C#
17 14 (8.38%) PRINCE2
17 14 (8.38%) Games
17 14 (8.38%) SQL Server Reporting Services
18 13 (7.78%) Statistical Analysis

Data Analysis
Co-occurring IT Skills in the West 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 7 (4.19%) SAS
2 5 (2.99%) SharePoint
3 3 (1.80%) ArcGIS
4 2 (1.20%) CMS
4 2 (1.20%) WebLogic
5 1 (0.60%) Apache
5 1 (0.60%) Apache Solr
5 1 (0.60%) BizTalk Server
5 1 (0.60%) Confluence
5 1 (0.60%) IBM Domino
5 1 (0.60%) WordPress
Applications
1 48 (28.74%) Microsoft Excel
2 22 (13.17%) Microsoft Office
3 16 (9.58%) Microsoft PowerPoint
4 10 (5.99%) MS Visio
5 3 (1.80%) SPSS
6 1 (0.60%) InfoPath
6 1 (0.60%) Microsoft Project
6 1 (0.60%) Spreadsheet
Business Applications
1 3 (1.80%) Salesforce.com CRM
1 3 (1.80%) WebTrends
2 1 (0.60%) Actimize
2 1 (0.60%) iTrent
2 1 (0.60%) Payment Gateway
2 1 (0.60%) Remedy ITSM
2 1 (0.60%) SAP CO
2 1 (0.60%) SAP FI
2 1 (0.60%) SAP FI/CO
2 1 (0.60%) Workfront
Cloud Services
1 5 (2.99%) G Suite
2 2 (1.20%) Google Analytics
2 2 (1.20%) Office 365
3 1 (0.60%) Amazon AWS
3 1 (0.60%) Microsoft Azure
Communications & Networking
1 11 (6.59%) 802.11
1 11 (6.59%) DHCP
1 11 (6.59%) DNS
1 11 (6.59%) VPN
2 2 (1.20%) Intranet
Database & Business Intelligence
1 39 (23.35%) SQL Server
2 14 (8.38%) SQL Server Reporting Services
3 10 (5.99%) MySQL
4 8 (4.79%) Data Mining
4 8 (4.79%) QlikView
5 7 (4.19%) Big Data
6 6 (3.59%) Data Warehouse
6 6 (3.59%) SQL Server Integration Services
7 4 (2.40%) Hadoop
7 4 (2.40%) NoSQL
7 4 (2.40%) Power BI
8 3 (1.80%) Base SAS
8 3 (1.80%) BusinessObjects
8 3 (1.80%) GIS
8 3 (1.80%) Oracle Database
8 3 (1.80%) Spatial Data
9 2 (1.20%) MS Access
9 2 (1.20%) Oracle Database 11g
9 2 (1.20%) Oracle Reports
9 2 (1.20%) SQL Server 2008
Development Applications
1 10 (5.99%) Selenium
2 9 (5.39%) WebDriver
3 4 (2.40%) JIRA
4 2 (1.20%) Oracle Forms
5 1 (0.60%) Git (software)
5 1 (0.60%) SoapUI
5 1 (0.60%) Visual Studio
General
1 43 (25.75%) Finance
2 20 (11.98%) Marketing
3 14 (8.38%) Games
4 4 (2.40%) Local Government
5 3 (1.80%) Automotive
5 3 (1.80%) Legal
5 3 (1.80%) Manufacturing
6 2 (1.20%) Banking
6 2 (1.20%) Billing
6 2 (1.20%) Pharmaceutical
6 2 (1.20%) Retail
7 1 (0.60%) Publishing
Job Titles
1 99 (59.28%) Analyst
2 31 (18.56%) Data Analyst
3 30 (17.96%) Business Analyst
4 19 (11.38%) Developer
5 17 (10.18%) Senior Analyst
6 13 (7.78%) Applications Support
7 11 (6.59%) SQL Analyst
8 10 (5.99%) Agile Business Analyst
8 10 (5.99%) Tester
9 9 (5.39%) Senior Business Analyst
10 8 (4.79%) Business Intelligence Analyst
10 8 (4.79%) QA Tester
10 8 (4.79%) Selenium Tester
10 8 (4.79%) Systems Analyst
11 7 (4.19%) Business Data Analyst
11 7 (4.19%) Business Intelligence Developer
11 7 (4.19%) Data Business Analyst
11 7 (4.19%) Data Scientist
11 7 (4.19%) Junior Analyst
11 7 (4.19%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 11 (6.59%) 802.1X
1 11 (6.59%) HTML
2 9 (5.39%) CSS
3 6 (3.59%) .NET
4 4 (2.40%) XML
5 3 (1.80%) Web Services
6 2 (1.20%) jQuery
6 2 (1.20%) Natural Language Processing
6 2 (1.20%) SOAP
6 2 (1.20%) XSLT
7 1 (0.60%) CAML
7 1 (0.60%) JPA
7 1 (0.60%) Kendo UI
7 1 (0.60%) Laravel
7 1 (0.60%) LESS
7 1 (0.60%) Node.js
7 1 (0.60%) Regular Expression
7 1 (0.60%) RESTful
7 1 (0.60%) Sass
7 1 (0.60%) Twitter Bootstrap
Miscellaneous
1 59 (35.33%) Analytical Skills
2 15 (8.98%) Algorithms
3 11 (6.59%) Management Information System
4 4 (2.40%) Data Structures
4 4 (2.40%) User Experience
5 2 (1.20%) Computer Science
5 2 (1.20%) PMI
6 1 (0.60%) BBC
6 1 (0.60%) Client/Server
6 1 (0.60%) FMCG
6 1 (0.60%) NHS
6 1 (0.60%) PKI
6 1 (0.60%) Social Network
Operating Systems
1 18 (10.78%) Windows
2 11 (6.59%) Windows 10
2 11 (6.59%) Windows 7
2 11 (6.59%) Windows 8
2 11 (6.59%) Windows Vista
3 6 (3.59%) Windows Server
4 3 (1.80%) Linux
4 3 (1.80%) Unix
5 2 (1.20%) Windows Server 2012
Processes & Methodologies
1 36 (21.56%) Business Intelligence
2 33 (19.76%) Agile Software Development
3 24 (14.37%) ITIL
4 23 (13.77%) Project Management
4 23 (13.77%) Stakeholder Management
5 17 (10.18%) Business Analysis
5 17 (10.18%) Data Modelling
6 15 (8.98%) Analytics
6 15 (8.98%) CRM
6 15 (8.98%) Statistics
7 14 (8.38%) PRINCE2
8 13 (7.78%) Statistical Analysis
9 12 (7.19%) Risk Management
9 12 (7.19%) Scrum
10 11 (6.59%) E-Commerce
10 11 (6.59%) Statistical Modelling
10 11 (6.59%) User Acceptance Testing
11 10 (5.99%) Data Protection
11 10 (5.99%) Test Strategy
11 10 (5.99%) User Stories
Programming Languages
1 71 (42.51%) SQL
2 14 (8.38%) C#
3 10 (5.99%) VBA
4 8 (4.79%) Python
4 8 (4.79%) VB
5 6 (3.59%) PowerShell
5 6 (3.59%) R
6 5 (2.99%) Java
6 5 (2.99%) PL/SQL
7 3 (1.80%) JavaScript
7 3 (1.80%) T-SQL
8 2 (1.20%) C++
8 2 (1.20%) PHP
8 2 (1.20%) Shell Script
9 1 (0.60%) Scala
9 1 (0.60%) VBScript
Qualifications
1 28 (16.77%) Degree
2 14 (8.38%) Master's Degree
3 11 (6.59%) ITIL Foundation Certificate
4 8 (4.79%) ISEB
4 8 (4.79%) PRINCE2 Practitioner
4 8 (4.79%) Six Sigma Green Belt
5 6 (3.59%) MCP
5 6 (3.59%) SC Cleared
5 6 (3.59%) Security Cleared
6 5 (2.99%) CCNA
6 5 (2.99%) Cisco Certification
6 5 (2.99%) MCSE
6 5 (2.99%) Microsoft Certification
6 5 (2.99%) PhD
7 3 (1.80%) IIBA
8 2 (1.20%) PMI Certification
9 1 (0.60%) ISTQB
9 1 (0.60%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 18 (10.78%) QA
2 13 (7.78%) SLA
3 7 (4.19%) Data Quality
4 3 (1.80%) PMO
5 1 (0.60%) FINRA
System Software
1 6 (3.59%) Active Directory
2 5 (2.99%) VMware Infrastructure
Systems Management
1 5 (2.99%) AirWatch
1 5 (2.99%) SCCM
2 4 (2.40%) SCOM
3 3 (1.80%) Nagios
Vendors
1 28 (16.77%) Microsoft
2 17 (10.18%) Oracle
3 13 (7.78%) Tableau
4 11 (6.59%) HP
5 8 (4.79%) Google
5 8 (4.79%) SAP
6 6 (3.59%) Fujitsu
7 5 (2.99%) Dell
7 5 (2.99%) VMware
8 4 (2.40%) Civica
9 3 (1.80%) Salesforce.com
9 3 (1.80%) SolarWinds
10 2 (1.20%) Remedy
11 1 (0.60%) Atlassian
11 1 (0.60%) BMC
11 1 (0.60%) Cerner
11 1 (0.60%) Cognos
11 1 (0.60%) iSOFT
11 1 (0.60%) LANDesk
11 1 (0.60%) ServiceNow
Staffordshire
HAYS INFORMATION TECHNOLOGY
Salary: £27000.00 - £30000.00 per annum
Posted: 3 days ago
Staffordshire
HAYS INFORMATION TECHNOLOGY
Salary: £38000.00 - £42000.00 per annum
Posted: 3 days ago
Warwick, Warwickshire
First Utility
Posted: 5 days ago
Birmingham, West Midlands (County)
Senitor Associates
Salary: £35000 - £55000 per annum + additional benefits
Posted: 18 hours ago
West Midlands
Harvey Nash plc
Salary: £75000 - £89000 per annum + Strong Bonus, Car Allowance, Health
Posted: 3 days ago
Coventry, West Midlands (County)
Elevate Direct
Salary: From £25,000 to £27,000 per annum
Posted: 4 days ago
Atherstone, Warwickshire
TNT Global IT
Salary: Unspecified
Posted: 9 days ago
Coventry, West Midlands (County)
Oscar
Salary: £25000 - £35000 per annum + benefits
Posted: 6 days ago
Staffordshire
Hays Specialist Recruitment Ltd
Salary: £38000.00 - £42000.00 per annum
Posted: 16 days ago
Birmingham, West Midlands (County)
IGI Ltd
Salary: From 36,000 to £48,000 per annum plus bonus & exc benefits
Posted: 15 days ago
Birmingham
Energize Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 23 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £30000 - £35000 Per Annum + benefits (inc flexible working hrs)
Posted: 12 days ago
Burton-On-Trent, Staffordshire
Senitor Associates
Salary: £30000 - £40000 per annum
Posted: 5 days ago