The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the West Midlands region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 1 March 2017 with a comparison to the same period over the previous 2 years.

3 months to
1 Mar 2017
Same period 2016 Same period 2015
Data Analysis
England / West Midlands
Rank 126 92 120
Rank change year-on-year
-34 +28
Permanent jobs citing Data Analysis 79 173 102
As % of all permanent IT jobs located in the West Midlands 1.71% 2.92% 1.99%
As % of the Processes & Methodologies category 1.90% 3.31% 2.39%
Number of salaries quoted 73 117 84
Median salary £38,000 £38,000 £37,500
Median salary % change year-on-year
- +1.33%
90% offered a salary of more than £25,000 £27,500 £33,000
10% offered a salary of more than £50,000 £65,000 £55,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the West Midlands region.

Processes & Methodologies Category
West Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
4154 5223 4276
As % of all permanent IT jobs located in the West Midlands 89.70% 88.20% 83.55%
Number of salaries quoted 3339 4284 3576
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 £28,500 £30,000 £28,400
10% offered a salary of more than £62,000 £65,000 £64,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analysis
Jobs Demand Trend in the West Midlands

The demand trend of job ads across the West Midlands region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend 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 across the West Midlands region.

Data Analysis Salary Trend in the West Midlands

Data Analysis
Salary Histogram in the West Midlands

This chart provides a salary histogram for IT jobs citing Data Analysis across the West Midlands region over the 3 months to 1 March 2017.

Data Analysis Salary Histogram 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 1 March 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 +7 28 £40,000 +39.75% 5
Solihull +12 16 £42,500 +30.76% 1
Warwickshire -22 10 £47,500 -26.92%
Coventry +15 8 £36,500 -18.88% 2
Staffordshire +4 5 £35,000 - 1
Worcestershire -9 3 £35,000 +40.00%
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the West Midlands

For the 6 months to 1 March 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 72 (43.11%) SQL
2 70 (41.92%) Business Intelligence
3 46 (27.54%) SQL Server
4 45 (26.95%) SQL Server Reporting Services
5 43 (25.75%) Degree
6 38 (22.75%) Finance
6 38 (22.75%) Analytical Skills
7 34 (20.36%) MS Excel
8 33 (19.76%) Data Warehouse
8 33 (19.76%) Stakeholder Management
9 28 (16.77%) CRM
10 26 (15.57%) Tableau
11 23 (13.77%) SQL Server Integration Services
12 21 (12.57%) ETL
13 20 (11.98%) SLA
13 20 (11.98%) Microsoft
13 20 (11.98%) T-SQL
13 20 (11.98%) Agile Software Development
14 19 (11.38%) Data Modelling
14 19 (11.38%) Manufacturing
15 17 (10.18%) Project Management
15 17 (10.18%) Salesforce.com
15 17 (10.18%) Automotive
15 17 (10.18%) MS Office
15 17 (10.18%) Marketing
15 17 (10.18%) Salesforce.com CRM
16 15 (8.98%) Data Management
16 15 (8.98%) Windows
16 15 (8.98%) Analytics
17 14 (8.38%) Oracle

Data Analysis
Top Related 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 10 (5.99%) SAS
2 3 (1.80%) IIS
3 2 (1.20%) Apache
3 2 (1.20%) ArcGIS
3 2 (1.20%) WebSphere
4 1 (0.60%) Apache Pig
4 1 (0.60%) Apache Solr
4 1 (0.60%) Apache Spark
4 1 (0.60%) Elasticsearch
4 1 (0.60%) SharePoint
4 1 (0.60%) SharePoint Server
Applications
1 34 (20.36%) MS Excel
2 17 (10.18%) MS Office
3 10 (5.99%) MS PowerPoint
4 2 (1.20%) SPSS
5 1 (0.60%) Stata
Business Applications
1 17 (10.18%) Salesforce.com CRM
2 7 (4.19%) Sage 200
3 2 (1.20%) WebTrends
4 1 (0.60%) Dynamics CRM
4 1 (0.60%) FastStats
4 1 (0.60%) Workfront
Cloud Services
1 7 (4.19%) Amazon AWS
1 7 (4.19%) G Suite
2 3 (1.80%) Google Analytics
3 1 (0.60%) Microsoft Azure
3 1 (0.60%) Office 365
Communications & Networking
1 12 (7.19%) 802.11
1 12 (7.19%) DHCP
1 12 (7.19%) DNS
1 12 (7.19%) VPN
2 1 (0.60%) HTTP
2 1 (0.60%) Internet
2 1 (0.60%) RFID
2 1 (0.60%) TCP/IP
2 1 (0.60%) Wireless
Database & Business Intelligence
1 46 (27.54%) SQL Server
2 45 (26.95%) SQL Server Reporting Services
3 33 (19.76%) Data Warehouse
4 23 (13.77%) SQL Server Integration Services
5 13 (7.78%) MySQL
6 12 (7.19%) SQL Server Analysis Services
7 10 (5.99%) Big Data
8 8 (4.79%) BusinessObjects
8 8 (4.79%) QlikView
9 7 (4.19%) Amazon Redshift
9 7 (4.19%) Star Schema
10 6 (3.59%) Enterprise Data Warehouse
11 5 (2.99%) Data Mining
11 5 (2.99%) Relational Database
12 4 (2.40%) Hadoop
12 4 (2.40%) MS Access
12 4 (2.40%) Oracle Database
13 3 (1.80%) Apache Hive
13 3 (1.80%) Base SAS
13 3 (1.80%) MongoDB
Development Applications
1 6 (3.59%) Talend Open Studio
2 2 (1.20%) Selenium
2 2 (1.20%) SQL Server Management Studio (SSMS)
2 2 (1.20%) WebDriver
3 1 (0.60%) JUnit
3 1 (0.60%) TestNG
3 1 (0.60%) Visual Studio
3 1 (0.60%) Visual Studio Team System
General
1 38 (22.75%) Finance
2 19 (11.38%) Manufacturing
3 17 (10.18%) Automotive
3 17 (10.18%) Marketing
4 9 (5.39%) Retail
5 6 (3.59%) Games
6 4 (2.40%) Law
6 4 (2.40%) Legal
7 3 (1.80%) Mandarin Language
8 1 (0.60%) Banking
8 1 (0.60%) Billing
8 1 (0.60%) German Language
8 1 (0.60%) Investment Banking
8 1 (0.60%) Local Government
8 1 (0.60%) Retail Banking
8 1 (0.60%) Spanish Language
Job Titles
1 86 (51.50%) Analyst
2 32 (19.16%) Data Analyst
3 25 (14.97%) Developer
4 19 (11.38%) Business Analyst
5 17 (10.18%) Business Intelligence Analyst
6 16 (9.58%) Business Intelligence Developer
7 13 (7.78%) Business Intelligence Lead
7 13 (7.78%) SQL Analyst
8 11 (6.59%) SQL Data Analyst
9 10 (5.99%) Report Analyst
9 10 (5.99%) SSRS Developer
10 9 (5.39%) Graduate
10 9 (5.39%) Report Developer
11 8 (4.79%) Analyst Developer
11 8 (4.79%) Junior
12 7 (4.19%) Designer
12 7 (4.19%) e-Learning Designer
12 7 (4.19%) Information Analyst
12 7 (4.19%) Junior Analyst
12 7 (4.19%) SQL Developer
Libraries, Frameworks & Software Standards
1 12 (7.19%) 802.1X
2 8 (4.79%) Web Services
3 5 (2.99%) HTML
3 5 (2.99%) XML
4 4 (2.40%) .NET
4 4 (2.40%) CSS
5 3 (1.80%) ASP.NET
5 3 (1.80%) EDI
6 2 (1.20%) AngularJS
6 2 (1.20%) ASP.NET MVC
6 2 (1.20%) D3.js
6 2 (1.20%) Django
6 2 (1.20%) Lucene
6 2 (1.20%) Natural Language Processing
7 1 (0.60%) MDX
7 1 (0.60%) ODBC
7 1 (0.60%) Regular Expression
7 1 (0.60%) Samza
Miscellaneous
1 38 (22.75%) Analytical Skills
2 10 (5.99%) Algorithms
3 9 (5.39%) Management Information System
4 7 (4.19%) e-Learning
5 6 (3.59%) Foreign Exchange (FX)
6 5 (2.99%) Computer Science
6 5 (2.99%) Data Structures
6 5 (2.99%) Fixed Income
7 3 (1.80%) Data Centre
7 3 (1.80%) User Experience
7 3 (1.80%) Virtual Team
8 2 (1.20%) Driving Licence
9 1 (0.60%) Credit Risk
9 1 (0.60%) Derivative
9 1 (0.60%) Fintech
9 1 (0.60%) NHS
9 1 (0.60%) PKI
9 1 (0.60%) Social Media
9 1 (0.60%) Xbox
Operating Systems
1 15 (8.98%) Windows
2 12 (7.19%) Windows 10
2 12 (7.19%) Windows 7
2 12 (7.19%) Windows 8
2 12 (7.19%) Windows Vista
3 3 (1.80%) Linux
4 2 (1.20%) Windows Server
5 1 (0.60%) Windows Server 2008
5 1 (0.60%) Windows Server 2012
Processes & Methodologies
1 70 (41.92%) Business Intelligence
2 33 (19.76%) Stakeholder Management
3 28 (16.77%) CRM
4 21 (12.57%) ETL
5 20 (11.98%) Agile Software Development
6 19 (11.38%) Data Modelling
7 17 (10.18%) Project Management
8 15 (8.98%) Analytics
8 15 (8.98%) Data Management
9 13 (7.78%) Business Analysis
10 11 (6.59%) Problem Management
11 10 (5.99%) Mentoring
11 10 (5.99%) Telematics
12 9 (5.39%) Cost-Benefit Analysis
12 9 (5.39%) E-Commerce
13 8 (4.79%) Process Improvement
13 8 (4.79%) Root Cause Analysis
13 8 (4.79%) Statistical Analysis
13 8 (4.79%) Statistics
14 7 (4.19%) Content Development
Programming Languages
1 72 (43.11%) SQL
2 20 (11.98%) T-SQL
3 10 (5.99%) VB
4 7 (4.19%) VBA
5 6 (3.59%) PowerShell
6 5 (2.99%) Python
7 4 (2.40%) R
8 3 (1.80%) C
8 3 (1.80%) Java
8 3 (1.80%) JavaScript
9 2 (1.20%) Scala
10 1 (0.60%) C#
10 1 (0.60%) PL/SQL
10 1 (0.60%) Shell Script
Qualifications
1 43 (25.75%) Degree
2 6 (3.59%) CCNA
2 6 (3.59%) Cisco Certification
2 6 (3.59%) MCP
2 6 (3.59%) MCSE
2 6 (3.59%) Microsoft Certification
3 4 (2.40%) ISEB
4 1 (0.60%) ACCA
4 1 (0.60%) CIMA
4 1 (0.60%) IIBA
4 1 (0.60%) ITIL Certification
4 1 (0.60%) PhD
Quality Assurance & Compliance
1 20 (11.98%) SLA
2 7 (4.19%) Data Quality
3 6 (3.59%) QA
System Software
1 7 (4.19%) Active Directory
2 6 (3.59%) VMware Infrastructure
3 1 (0.60%) Apache ZooKeeper
3 1 (0.60%) HDFS
3 1 (0.60%) vSphere
Systems Management
1 6 (3.59%) AirWatch
1 6 (3.59%) SCCM
2 1 (0.60%) Hadoop YARN
2 1 (0.60%) SCOM
Vendors
1 26 (15.57%) Tableau
2 20 (11.98%) Microsoft
3 17 (10.18%) Salesforce.com
4 14 (8.38%) Oracle
5 12 (7.19%) HP
6 11 (6.59%) Google
7 10 (5.99%) SAP
8 8 (4.79%) Sage
9 7 (4.19%) VMware
10 6 (3.59%) Dell
10 6 (3.59%) Fujitsu
10 6 (3.59%) Talend
11 2 (1.20%) Demandware
11 2 (1.20%) hybris
11 2 (1.20%) Snow
11 2 (1.20%) TARGIT
12 1 (0.60%) GrapeCity
12 1 (0.60%) InetSoft
12 1 (0.60%) Northgate
12 1 (0.60%) Vertica
Solihull, West Midlands (County)
Harvey Nash plc
Salary: £22000 - £2300270000 per annum + Package
Posted: Yesterday
Wolverhampton, West Midlands (County)
Opus IT Consulting
Salary: £30000.00 - £35000.00 per annum
Posted: Yesterday
Birmingham
Highways England
Posted: 6 days ago
Birmingham
Intouch Games Ltd
Salary: £0 - £35,000 per year
Posted: 7 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £25000 - £35000 per annum + benefits (inc flexi hrs)
Posted: 7 days ago
Sutton Coldfield, West Midlands (County)
Technical Team Solutions
Salary: Up to £50,000 per annum 25 days holiday, flexible working, pension
Posted: 6 days ago
Coventry, West Midlands (County)
Exposed Solutions
Salary: £25000 - £35000 per annum
Posted: 6 days ago
Staffordshire
Harvey Nash plc
Salary: £45000 - £55000 per annum + superb benefits
Posted: 5 days ago
Coventry, West Midlands (County)
FT Select
Salary: From £70,000 to £80,000 per annum
Posted: 5 days ago