The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
West Midlands / Birmingham
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 92 102 106
Rank change year-on-year +10 +4  
Permanent jobs citing Data Analysis 40 38 32
As % of all permanent IT jobs advertised in Birmingham 2.03% 1.63% 1.58%
As % of the Processes & Methodologies category 2.28% 1.86% 1.83%
Number of salaries quoted 33 27 30
Median salary £35,000 £37,500 £37,500
Median salary % change year-on-year -6.66% -  
90% offered a salary of more than £26,500 £29,600 £30,000
10% offered a salary of more than £42,000 £55,000 £52,350
UK excluding London median salary £38,500 £40,000 £37,500
% change year-on-year -3.75% +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 Birmingham with a requirement for process and methodology skills.

Process & Methodology Skills
Birmingham
Permanent job vacancies with a requirement for process and methodology skills 1757 2048 1752
As % of all permanent IT job vacancies advertised in Birmingham 89.19% 87.67% 86.31%
Number of salaries quoted 1429 1497 1427
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £30,000 £27,500 £30,000
10% offered a salary of more than £62,500 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Birmingham

The job posting trend of jobs advertised in Birmingham 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 Birmingham

Data Analysis
Salary Trend in Birmingham

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

Salary trend for Data Analysis in Birmingham

Data Analysis
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Data Analysis in Birmingham over the 3 months to 26 June 2017.

Salary histogram for Data Analysis in Birmingham

For the 6 months to 26 June 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 Birmingham region with a requirement for Data Analysis.

1 27 (38.03%) SQL
2 25 (35.21%) SQL Server
3 24 (33.80%) Analytical Skills
4 23 (32.39%) Microsoft Excel
4 23 (32.39%) Business Intelligence
5 21 (29.58%) Finance
6 17 (23.94%) Stakeholder Management
6 17 (23.94%) CRM
7 15 (21.13%) Marketing
8 14 (19.72%) ITIL
9 13 (18.31%) Degree
10 12 (16.90%) Statistical Analysis
10 12 (16.90%) Statistics
10 12 (16.90%) Windows
10 12 (16.90%) Data Modelling
11 11 (15.49%) Project Management
11 11 (15.49%) MySQL
11 11 (15.49%) Agile Software Development
12 10 (14.08%) SLA
12 10 (14.08%) QA
12 10 (14.08%) Tableau
13 9 (12.68%) Customer Engagement
13 9 (12.68%) Algorithms
13 9 (12.68%) Statistical Modelling
13 9 (12.68%) HTML
13 9 (12.68%) Games
13 9 (12.68%) SQL Server Reporting Services
13 9 (12.68%) Commercial Data Analysis
14 8 (11.27%) Master's Degree
14 8 (11.27%) Business Analysis

Data Analysis
Co-occurring IT Skills in Birmingham 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 2 (2.82%) Apache
1 2 (2.82%) CMS
1 2 (2.82%) SAS
2 1 (1.41%) Apache Pig
2 1 (1.41%) Apache Solr
2 1 (1.41%) Apache Spark
2 1 (1.41%) Confluence
2 1 (1.41%) Elasticsearch
2 1 (1.41%) WordPress
Applications
1 23 (32.39%) Microsoft Excel
2 6 (8.45%) Microsoft Office
3 4 (5.63%) Microsoft PowerPoint
4 3 (4.23%) SPSS
5 1 (1.41%) Microsoft Project
5 1 (1.41%) Spreadsheet
Business Applications
1 6 (8.45%) Salesforce.com CRM
2 1 (1.41%) Actimize
2 1 (1.41%) WebTrends
2 1 (1.41%) Workfront
Cloud Services
1 4 (5.63%) G Suite
2 2 (2.82%) Google Analytics
2 2 (2.82%) Office 365
Communications & Networking
1 8 (11.27%) 802.11
1 8 (11.27%) DHCP
1 8 (11.27%) DNS
1 8 (11.27%) VPN
Database & Business Intelligence
1 25 (35.21%) SQL Server
2 11 (15.49%) MySQL
3 9 (12.68%) SQL Server Reporting Services
4 5 (7.04%) QlikView
5 3 (4.23%) Data Mining
5 3 (4.23%) GIS
5 3 (4.23%) MongoDB
6 2 (2.82%) Big Data
6 2 (2.82%) Hadoop
6 2 (2.82%) MS Access
7 1 (1.41%) Apache Cassandra
7 1 (1.41%) Apache Hive
7 1 (1.41%) Impala
7 1 (1.41%) NoSQL
7 1 (1.41%) OLAP Cube
7 1 (1.41%) Oracle OLAP
7 1 (1.41%) Pentaho
7 1 (1.41%) Riak
7 1 (1.41%) SAS Data Integration Studio
7 1 (1.41%) SQL Server 2008
Development Applications
1 7 (9.86%) Selenium
1 7 (9.86%) WebDriver
2 1 (1.41%) Git (software)
2 1 (1.41%) JIRA
2 1 (1.41%) JUnit
2 1 (1.41%) TestNG
General
1 21 (29.58%) Finance
2 15 (21.13%) Marketing
3 9 (12.68%) Games
4 6 (8.45%) Automotive
4 6 (8.45%) Manufacturing
5 3 (4.23%) Legal
6 2 (2.82%) Retail
7 1 (1.41%) Banking
Job Titles
1 35 (49.30%) Analyst
2 18 (25.35%) Data Analyst
3 7 (9.86%) Tester
4 6 (8.45%) Business Intelligence Lead
4 6 (8.45%) QA Tester
4 6 (8.45%) Selenium Tester
4 6 (8.45%) SQL Analyst
4 6 (8.45%) SQL Data Analyst
5 5 (7.04%) Automation Tester
5 5 (7.04%) Business Analyst
5 5 (7.04%) Business Intelligence Analyst
5 5 (7.04%) Senior Analyst
6 4 (5.63%) Business Data Analyst
6 4 (5.63%) Business Intelligence Data Analyst
6 4 (5.63%) Developer
6 4 (5.63%) PC Support
6 4 (5.63%) QA Automation Tester
6 4 (5.63%) Selenium Automation Tester
6 4 (5.63%) Senior Data Analyst
7 3 (4.23%) IT Analyst
Libraries, Frameworks & Software Standards
1 9 (12.68%) HTML
2 8 (11.27%) 802.1X
2 8 (11.27%) CSS
3 2 (2.82%) Lucene
3 2 (2.82%) Natural Language Processing
4 1 (1.41%) .NET
4 1 (1.41%) jQuery
4 1 (1.41%) Laravel
4 1 (1.41%) LESS
4 1 (1.41%) Node.js
4 1 (1.41%) Regular Expression
4 1 (1.41%) Samza
4 1 (1.41%) Sass
4 1 (1.41%) Twitter Bootstrap
4 1 (1.41%) Web Services
Miscellaneous
1 24 (33.80%) Analytical Skills
2 9 (12.68%) Algorithms
3 6 (8.45%) Management Information System
4 4 (5.63%) User Experience
5 2 (2.82%) Computer Science
6 1 (1.41%) Data Centre
6 1 (1.41%) Fintech
6 1 (1.41%) PKI
6 1 (1.41%) Social Network
6 1 (1.41%) Virtual Team
Operating Systems
1 12 (16.90%) Windows
2 8 (11.27%) Windows 10
2 8 (11.27%) Windows 7
2 8 (11.27%) Windows 8
2 8 (11.27%) Windows Vista
3 4 (5.63%) Windows Server
4 3 (4.23%) Unix
5 1 (1.41%) Linux
Processes & Methodologies
1 23 (32.39%) Business Intelligence
2 17 (23.94%) CRM
2 17 (23.94%) Stakeholder Management
3 14 (19.72%) ITIL
4 12 (16.90%) Data Modelling
4 12 (16.90%) Statistical Analysis
4 12 (16.90%) Statistics
5 11 (15.49%) Agile Software Development
5 11 (15.49%) Project Management
6 9 (12.68%) Commercial Data Analysis
6 9 (12.68%) Customer Engagement
6 9 (12.68%) Statistical Modelling
7 8 (11.27%) Analytics
7 8 (11.27%) Business Analysis
7 8 (11.27%) Mentoring
8 7 (9.86%) Scrum
8 7 (9.86%) Test Automation
8 7 (9.86%) Test Strategy
9 6 (8.45%) Problem Management
9 6 (8.45%) Telematics
Programming Languages
1 27 (38.03%) SQL
2 7 (9.86%) C#
3 5 (7.04%) VB
4 4 (5.63%) PowerShell
5 3 (4.23%) VBA
6 2 (2.82%) Java
6 2 (2.82%) PHP
6 2 (2.82%) Python
6 2 (2.82%) Scala
6 2 (2.82%) T-SQL
7 1 (1.41%) JavaScript
7 1 (1.41%) R
Qualifications
1 13 (18.31%) Degree
2 8 (11.27%) ITIL Foundation Certificate
2 8 (11.27%) Master's Degree
3 5 (7.04%) ISEB
4 4 (5.63%) CCNA
4 4 (5.63%) Cisco Certification
4 4 (5.63%) IIBA
4 4 (5.63%) MCP
4 4 (5.63%) MCSE
4 4 (5.63%) Microsoft Certification
5 1 (1.41%) PhD
5 1 (1.41%) SC Cleared
5 1 (1.41%) Security Cleared
Quality Assurance & Compliance
1 10 (14.08%) QA
1 10 (14.08%) SLA
2 3 (4.23%) Data Quality
3 1 (1.41%) FINRA
System Software
1 5 (7.04%) Active Directory
2 4 (5.63%) VMware Infrastructure
3 1 (1.41%) Apache ZooKeeper
3 1 (1.41%) HDFS
Systems Management
1 4 (5.63%) AirWatch
1 4 (5.63%) SCCM
1 4 (5.63%) SCOM
2 3 (4.23%) Nagios
3 1 (1.41%) Hadoop YARN
Vendors
1 10 (14.08%) Tableau
2 8 (11.27%) HP
3 7 (9.86%) Google
3 7 (9.86%) Oracle
4 6 (8.45%) Salesforce.com
5 5 (7.04%) Microsoft
6 4 (5.63%) Dell
6 4 (5.63%) Fujitsu
6 4 (5.63%) SAP
6 4 (5.63%) VMware
7 3 (4.23%) SolarWinds
8 1 (1.41%) Atlassian
8 1 (1.41%) Cognos
8 1 (1.41%) LANDesk
8 1 (1.41%) Remedy
8 1 (1.41%) ServiceNow
8 1 (1.41%) Vertica
Birmingham
Robert Walters UK
Salary: £35000 - £40000 per annum
Posted: 7 days ago
Birmingham, West Midlands (County)
Computer People
Salary: £45000.00 - £55000.00 per annum + Bonuses + Benefits
Posted: 6 days ago
Birmingham
Harvey Nash plc
Salary: £42 - £48 per annum + 10% completion bonus
Posted: 20 days ago
Birmingham
Energize Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 18 days ago
Birmingham, West Midlands (County)
Evolution Recruitment Solutions
Salary: 25,000 to 35,000 DOE
Posted: 3 days ago