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 3 months to 25 April 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
England / West Midlands
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 144 157 150
Rank change year-on-year +13 -7  
Permanent jobs citing Data Analysis 70 91 80
As % of all permanent IT jobs advertised in the West Midlands 1.45% 1.46% 1.49%
As % of the Processes & Methodologies category 1.62% 1.65% 1.75%
Number of salaries quoted 60 71 71
Median salary £37,500 £35,759 £37,500
Median salary % change year-on-year +4.86% -4.64%  
90% offered a salary of more than £23,000 £26,000 £33,000
10% offered a salary of more than £50,000 £64,250 £57,500
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

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 4327 5505 4559
As % of all permanent IT job vacancies advertised in the West Midlands 89.35% 88.35% 84.68%
Number of salaries quoted 3591 4342 3795
Median salary £42,500 £44,000 £42,500
Median salary % change year-on-year -3.40% +3.52%  
90% offered a salary of more than £29,000 £27,500 £27,500
10% offered a salary of more than £60,000 £63,500 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in the West Midlands

The job posting trend of jobs advertised in the West Midlands citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 25 April 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 3 months to 25 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Birmingham +22 33 £35,000 +22.28% 6
Coventry +8 12 £45,000 +18.42% 1
Solihull -14 7 £40,000 +23.07%
Worcestershire -2 6 £37,500 +36.36% 3
Shropshire +8 2 £50,000 +42.85%
Staffordshire - 2 £41,250 -
Warwickshire +5 1 £37,500 -42.30% 3
Sutton Coldfield - 1 £37,500 -
West Bromwich - 1 £21,500 - 1
Data Analysis
England

For the 6 months to 25 April 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 60 (45.80%) SQL
2 59 (45.04%) Business Intelligence
3 43 (32.82%) SQL Server
4 40 (30.53%) Analytical Skills
5 36 (27.48%) Microsoft Excel
6 31 (23.66%) SQL Server Reporting Services
7 29 (22.14%) Stakeholder Management
8 27 (20.61%) Finance
9 26 (19.85%) Tableau
10 25 (19.08%) Data Warehouse
11 21 (16.03%) CRM
12 18 (13.74%) Data Modelling
12 18 (13.74%) Microsoft
13 17 (12.98%) Oracle
13 17 (12.98%) Degree
14 16 (12.21%) ETL
15 15 (11.45%) Marketing
16 14 (10.69%) Agile Software Development
16 14 (10.69%) Project Management
16 14 (10.69%) Manufacturing
17 12 (9.16%) Automotive
17 12 (9.16%) Salesforce.com
17 12 (9.16%) ITIL
17 12 (9.16%) SQL Server Integration Services
17 12 (9.16%) Salesforce.com CRM
18 11 (8.40%) Algorithms
18 11 (8.40%) T-SQL
19 10 (7.63%) MySQL
19 10 (7.63%) E-Commerce
19 10 (7.63%) Games

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 (5.34%) SAS
2 3 (2.29%) IIS
3 2 (1.53%) Apache
3 2 (1.53%) SharePoint
3 2 (1.53%) WebLogic
3 2 (1.53%) WebSphere
4 1 (0.76%) Apache Pig
4 1 (0.76%) Apache Solr
4 1 (0.76%) Apache Spark
4 1 (0.76%) BizTalk Server
4 1 (0.76%) Elasticsearch
Applications
1 36 (27.48%) Microsoft Excel
2 9 (6.87%) Microsoft Office
3 5 (3.82%) Microsoft PowerPoint
4 2 (1.53%) SPSS
5 1 (0.76%) MS Visio
5 1 (0.76%) Spreadsheet
Business Applications
1 12 (9.16%) Salesforce.com CRM
2 4 (3.05%) Sage 200
3 2 (1.53%) WebTrends
4 1 (0.76%) SAP CO
4 1 (0.76%) SAP FI
4 1 (0.76%) SAP FI/CO
4 1 (0.76%) Workfront
Cloud Services
1 5 (3.82%) Amazon AWS
2 3 (2.29%) Google Analytics
3 2 (1.53%) Office 365
4 1 (0.76%) G Suite
4 1 (0.76%) Microsoft Azure
Communications & Networking
1 1 (0.76%) Internet
1 1 (0.76%) RFID
1 1 (0.76%) TCP/IP
1 1 (0.76%) Wireless
Database & Business Intelligence
1 43 (32.82%) SQL Server
2 31 (23.66%) SQL Server Reporting Services
3 25 (19.08%) Data Warehouse
4 12 (9.16%) SQL Server Integration Services
5 10 (7.63%) MySQL
6 9 (6.87%) QlikView
7 7 (5.34%) Big Data
8 6 (4.58%) Oracle Database
9 5 (3.82%) Data Mining
9 5 (3.82%) SQL Server Analysis Services
10 4 (3.05%) Amazon Redshift
10 4 (3.05%) BusinessObjects
11 3 (2.29%) GIS
11 3 (2.29%) MongoDB
11 3 (2.29%) MS Access
12 2 (1.53%) Base SAS
12 2 (1.53%) Hadoop
12 2 (1.53%) Oracle Database 11g
12 2 (1.53%) Oracle Reports
12 2 (1.53%) Star Schema
Development Applications
1 3 (2.29%) Selenium
1 3 (2.29%) Talend Open Studio
1 3 (2.29%) WebDriver
2 2 (1.53%) Oracle Forms
3 1 (0.76%) JUnit
3 1 (0.76%) SoapUI
3 1 (0.76%) TestNG
General
1 27 (20.61%) Finance
2 15 (11.45%) Marketing
3 14 (10.69%) Manufacturing
4 12 (9.16%) Automotive
5 10 (7.63%) Games
6 8 (6.11%) Retail
7 1 (0.76%) Banking
7 1 (0.76%) Billing
7 1 (0.76%) German Language
7 1 (0.76%) Legal
7 1 (0.76%) Spanish Language
Job Titles
1 72 (54.96%) Analyst
2 27 (20.61%) Data Analyst
3 23 (17.56%) Developer
4 16 (12.21%) Business Intelligence Developer
5 14 (10.69%) Business Analyst
5 14 (10.69%) Business Intelligence Analyst
6 10 (7.63%) Applications Support
6 10 (7.63%) Business Intelligence Lead
6 10 (7.63%) SQL Analyst
7 8 (6.11%) SQL Data Analyst
8 7 (5.34%) Data Business Analyst
8 7 (5.34%) Junior
8 7 (5.34%) Junior Analyst
8 7 (5.34%) Report Analyst
8 7 (5.34%) SSRS Developer
9 5 (3.82%) Applications Support Analyst
9 5 (3.82%) Junior Data Analyst
9 5 (3.82%) Report Developer
9 5 (3.82%) Support Analyst
9 5 (3.82%) Support Technician
Libraries, Frameworks & Software Standards
1 7 (5.34%) CSS
1 7 (5.34%) HTML
1 7 (5.34%) Web Services
2 5 (3.82%) XML
3 2 (1.53%) .NET
3 2 (1.53%) AngularJS
3 2 (1.53%) ASP.NET
3 2 (1.53%) ASP.NET MVC
3 2 (1.53%) D3.js
3 2 (1.53%) Lucene
3 2 (1.53%) Natural Language Processing
3 2 (1.53%) SOAP
4 1 (0.76%) Hibernate
4 1 (0.76%) JPA
4 1 (0.76%) ODBC
4 1 (0.76%) Regular Expression
4 1 (0.76%) RESTful
4 1 (0.76%) Samza
4 1 (0.76%) XSLT
Miscellaneous
1 40 (30.53%) Analytical Skills
2 11 (8.40%) Algorithms
3 8 (6.11%) Management Information System
4 7 (5.34%) Data Structures
5 4 (3.05%) Greenfield Project
6 3 (2.29%) Computer Science
6 3 (2.29%) Data Centre
6 3 (2.29%) User Experience
6 3 (2.29%) Virtual Team
7 2 (1.53%) Driving Licence
8 1 (0.76%) Client/Server
8 1 (0.76%) e-Learning
8 1 (0.76%) Fintech
8 1 (0.76%) NHS
8 1 (0.76%) PKI
8 1 (0.76%) Xbox
Operating Systems
1 8 (6.11%) Windows
2 7 (5.34%) Windows Server
3 3 (2.29%) Linux
3 3 (2.29%) Unix
3 3 (2.29%) Windows Server 2012
4 1 (0.76%) Windows Server 2008
Processes & Methodologies
1 59 (45.04%) Business Intelligence
2 29 (22.14%) Stakeholder Management
3 21 (16.03%) CRM
4 18 (13.74%) Data Modelling
5 16 (12.21%) ETL
6 14 (10.69%) Agile Software Development
6 14 (10.69%) Project Management
7 12 (9.16%) ITIL
8 10 (7.63%) Analytics
8 10 (7.63%) E-Commerce
9 9 (6.87%) Cost-Benefit Analysis
9 9 (6.87%) Performance Management
10 8 (6.11%) Business Analysis
10 8 (6.11%) Data Management
10 8 (6.11%) Mentoring
10 8 (6.11%) Telematics
11 7 (5.34%) Scrum
11 7 (5.34%) Statistical Analysis
11 7 (5.34%) Statistical Modelling
11 7 (5.34%) Statistics
Programming Languages
1 60 (45.80%) SQL
2 11 (8.40%) T-SQL
3 7 (5.34%) VBA
4 5 (3.82%) Java
5 3 (2.29%) C#
5 3 (2.29%) PL/SQL
6 2 (1.53%) JavaScript
6 2 (1.53%) Python
6 2 (1.53%) Scala
6 2 (1.53%) VB
7 1 (0.76%) C
7 1 (0.76%) R
7 1 (0.76%) Shell Script
Qualifications
1 17 (12.98%) Degree
2 4 (3.05%) ISEB
3 1 (0.76%) ACCA
3 1 (0.76%) CIMA
3 1 (0.76%) IIBA
3 1 (0.76%) ISTQB
3 1 (0.76%) ISTQB Foundation Certification
3 1 (0.76%) ITIL Certification
3 1 (0.76%) PhD
Quality Assurance & Compliance
1 8 (6.11%) QA
2 6 (4.58%) SLA
3 4 (3.05%) Data Quality
System Software
1 1 (0.76%) Active Directory
1 1 (0.76%) Apache ZooKeeper
1 1 (0.76%) HDFS
1 1 (0.76%) vSphere
Systems Management
1 4 (3.05%) SCOM
2 3 (2.29%) Nagios
3 1 (0.76%) Hadoop YARN
3 1 (0.76%) vCenter Server
Vendors
1 26 (19.85%) Tableau
2 18 (13.74%) Microsoft
3 17 (12.98%) Oracle
4 12 (9.16%) Salesforce.com
5 8 (6.11%) SAP
6 5 (3.82%) Google
7 4 (3.05%) Sage
8 3 (2.29%) SolarWinds
8 3 (2.29%) Talend
9 2 (1.53%) Demandware
9 2 (1.53%) hybris
9 2 (1.53%) Snow
9 2 (1.53%) TARGIT
10 1 (0.76%) Cognos
10 1 (0.76%) Epicor
10 1 (0.76%) LANDesk
10 1 (0.76%) Remedy
10 1 (0.76%) ServiceNow
10 1 (0.76%) Vertica
10 1 (0.76%) VMware
Wolverhampton, West Midlands (County)
Opus IT Consulting
Salary: £30000.00 - £35000.00 per annum + 20% bonus
Posted: 3 hours ago
Coventry, West Midlands (County)
Capita Resourcing - IT Resourcing
Salary: £40000 - £50000 per annum
Posted: 20 hours ago
Birmingham, West Midlands (County)
Applause IT Innovation
Salary: £25000 - £35000 per annum + Flexible working
Posted: 4 days ago
Birmingham, West Midlands (County)
Linking Humans Limited
Salary: From £25,000 to £32,000 per annum plus benefits
Posted: 4 days ago
Worcester, Worcestershire
The SmartList
Posted: 13 days ago
Kidderminster, Worcestershire
The SmartList
Posted: 13 days ago
Warwickshire
The Coventry Building Society
Salary: £47,112 per year + .
Posted: 13 days ago
West Bromwich
Hays Specialist Recruitment Ltd
Salary: £18000.00 - £25000.00 per annum
Posted: 12 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £25000 - £35000 per annum + benefits (inc flexi hrs)
Posted: 11 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £25000 - £35000 per annum
Posted: 11 days ago
Birmingham
Intouch Games
Salary: £25000 - £35000 per annum
Posted: 12 days ago
Birmingham, West Midlands (County)
Senitor Associates
Salary: £25000 - £45000 per annum + good benefits
Posted: 3 days ago
Worcestershire
Proactive Appointments
Salary: £35000 - £40000 per annum + Benefits
Posted: 22 days ago
Birmingham
Intouch Games
Salary: £35000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 19 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £35000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 19 days ago
Birmingham, West Midlands (County)
IGI Ltd
Salary: From £26,000 to £46,000 per annum plus bonus and pension
Posted: 26 days ago
Warwickshire
The Coventry Building Society
Salary: £40,049 per year
Posted: 21 days ago