Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
West Midlands > Birmingham
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 123 160 128
Rank change year-on-year +37 -32 -2
Permanent jobs citing Data Analysis 74 64 63
As % of all permanent IT jobs advertised in Birmingham 1.92% 1.34% 1.60%
As % of the Processes & Methodologies category 2.13% 1.51% 1.83%
Number of salaries quoted 65 50 57
Birmingham median annual salary £35,000 £38,750 £47,500
Median salary % change year-on-year -9.68% -18.42% +35.71%
10th Percentile £25,750 £25,000 £26,250
90th Percentile £53,650 £62,500 £59,250
West Midlands median annual salary £40,000 £37,500 £40,000
% change year-on-year +6.67% -6.25% +6.67%

Data Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Birmingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Birmingham
Permanent vacancies with a requirement for process or methodology skills 3471 4242 3434
As % of all permanent IT jobs advertised in Birmingham 90.20% 89.12% 86.96%
Number of salaries quoted 2718 3094 2878
Birmingham median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -5.56%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £67,500 £67,625 £68,750
West Midlands median annual salary £40,000 £40,000 £40,000

Data Analysis
Job Vacancy Trend in Birmingham

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Birmingham.

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 6 months to 23 November 2017.

Salary histogram for Data Analysis in Birmingham

For the 6 months to 23 November 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 29 (39.19%) SQL
1 29 (39.19%) Analytical Skills
2 27 (36.49%) Degree
3 18 (24.32%) Agile Software Development
3 18 (24.32%) ITIL
4 17 (22.97%) Finance
5 15 (20.27%) Microsoft Excel
6 14 (18.92%) SLA
6 14 (18.92%) Business Analysis
7 12 (16.22%) Microsoft
7 12 (16.22%) Business Intelligence
8 11 (14.86%) DHCP
8 11 (14.86%) VPN
8 11 (14.86%) DNS
8 11 (14.86%) HP
8 11 (14.86%) Python
8 11 (14.86%) 802.11
8 11 (14.86%) PhD
8 11 (14.86%) E-Commerce
8 11 (14.86%) Windows
8 11 (14.86%) Windows Vista
8 11 (14.86%) Stakeholder Management
8 11 (14.86%) ITIL Foundation Certificate
8 11 (14.86%) 802.1X
8 11 (14.86%) Windows 10
8 11 (14.86%) Master's Degree
8 11 (14.86%) Windows 7
8 11 (14.86%) R
8 11 (14.86%) Root Cause Analysis
8 11 (14.86%) Machine Learning

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 4 (5.41%) CMS
1 4 (5.41%) WordPress
2 1 (1.35%) IBM Domino
2 1 (1.35%) SAS
Applications
1 15 (20.27%) Microsoft Excel
2 10 (13.51%) Microsoft Office
3 3 (4.05%) Microsoft PowerPoint
Business Applications
1 4 (5.41%) WebTrends
2 1 (1.35%) Actimize
Cloud Services
1 5 (6.76%) G Suite
2 2 (2.70%) Google Analytics
2 2 (2.70%) Office 365
3 1 (1.35%) Microsoft Azure
Communications & Networking
1 11 (14.86%) 802.11
1 11 (14.86%) DHCP
1 11 (14.86%) DNS
1 11 (14.86%) VPN
Database & Business Intelligence
1 10 (13.51%) SQL Server
2 4 (5.41%) QlikView
3 3 (4.05%) Data Warehouse
3 3 (4.05%) SQL Server Integration Services
3 3 (4.05%) SQL Server Reporting Services
4 2 (2.70%) DB2
4 2 (2.70%) MySQL
4 2 (2.70%) Power BI
5 1 (1.35%) Base SAS
5 1 (1.35%) BusinessObjects
5 1 (1.35%) PostgreSQL
5 1 (1.35%) Relational Database
5 1 (1.35%) SAS Data Integration Studio
Development Applications
1 7 (9.46%) Selenium
1 7 (9.46%) WebDriver
2 4 (5.41%) Git (software)
3 1 (1.35%) JIRA
General
1 17 (22.97%) Finance
2 7 (9.46%) Marketing
3 2 (2.70%) Banking
3 2 (2.70%) Legal
4 1 (1.35%) Automotive
4 1 (1.35%) Games
4 1 (1.35%) Publishing
Job Titles
1 37 (50.00%) Analyst
2 15 (20.27%) Data Analyst
3 11 (14.86%) Business Analyst
4 10 (13.51%) Data Scientist
5 9 (12.16%) Graduate
6 7 (9.46%) Agile Business Analyst
6 7 (9.46%) QA Tester
6 7 (9.46%) Selenium Tester
6 7 (9.46%) Tester
7 6 (8.11%) Business Development Analyst
7 6 (8.11%) Developer
7 6 (8.11%) Development Analyst
7 6 (8.11%) Digital Analyst
7 6 (8.11%) Digital Business Analyst
8 5 (6.76%) Insight Analyst
8 5 (6.76%) PC Support
8 5 (6.76%) SQL Analyst
8 5 (6.76%) SQL Data Analyst
9 4 (5.41%) CMS Developer
9 4 (5.41%) Mid-Level PHP Developer
Libraries, Frameworks & Software Standards
1 11 (14.86%) 802.1X
2 4 (5.41%) HTML
2 4 (5.41%) jQuery
2 4 (5.41%) Laravel
2 4 (5.41%) LESS
2 4 (5.41%) Node.js
2 4 (5.41%) Sass
2 4 (5.41%) Twitter Bootstrap
2 4 (5.41%) Web Services
3 2 (2.70%) .NET
4 1 (1.35%) OpenCV
Miscellaneous
1 29 (39.19%) Analytical Skills
2 4 (5.41%) Social Network
3 3 (4.05%) Computer Science
3 3 (4.05%) User Experience
4 2 (2.70%) Data Structures
4 2 (2.70%) Management Information System
5 1 (1.35%) Algorithms
5 1 (1.35%) BBC
5 1 (1.35%) Reference Data
Operating Systems
1 11 (14.86%) Windows
1 11 (14.86%) Windows 10
1 11 (14.86%) Windows 7
1 11 (14.86%) Windows 8
1 11 (14.86%) Windows Vista
2 1 (1.35%) Linux
2 1 (1.35%) VMS
Processes & Methodologies
1 18 (24.32%) Agile Software Development
1 18 (24.32%) ITIL
2 14 (18.92%) Business Analysis
3 12 (16.22%) Business Intelligence
4 11 (14.86%) E-Commerce
4 11 (14.86%) Machine Learning
4 11 (14.86%) Root Cause Analysis
4 11 (14.86%) Stakeholder Management
5 10 (13.51%) Analytics
5 10 (13.51%) CRM
6 7 (9.46%) API Testing
6 7 (9.46%) Functional Testing
6 7 (9.46%) PRINCE2
6 7 (9.46%) QA Automation
6 7 (9.46%) Regression Testing
6 7 (9.46%) Requirements Analysis
6 7 (9.46%) Requirements Management
6 7 (9.46%) Scrum
6 7 (9.46%) Test Automation
6 7 (9.46%) Test Strategy
Programming Languages
1 29 (39.19%) SQL
2 11 (14.86%) Python
2 11 (14.86%) R
3 8 (10.81%) C#
4 7 (9.46%) VBA
5 5 (6.76%) PHP
5 5 (6.76%) PowerShell
5 5 (6.76%) VB
6 4 (5.41%) JavaScript
7 2 (2.70%) C++
8 1 (1.35%) PL/SQL
Qualifications
1 27 (36.49%) Degree
2 11 (14.86%) ITIL Foundation Certificate
2 11 (14.86%) Master's Degree
2 11 (14.86%) PhD
3 9 (12.16%) ISEB
4 7 (9.46%) SC Cleared
4 7 (9.46%) Security Cleared
5 6 (8.11%) MCP
6 5 (6.76%) CCNA
6 5 (6.76%) Cisco Certification
6 5 (6.76%) MCSE
6 5 (6.76%) Microsoft Certification
7 2 (2.70%) IIBA
8 1 (1.35%) MBA
Quality Assurance & Compliance
1 14 (18.92%) SLA
2 10 (13.51%) Data Quality
3 9 (12.16%) QA
4 1 (1.35%) FINRA
System Software
1 5 (6.76%) Active Directory
1 5 (6.76%) VMware Infrastructure
Systems Management
1 5 (6.76%) AirWatch
1 5 (6.76%) SCCM
Vendors
1 12 (16.22%) Microsoft
2 11 (14.86%) HP
3 7 (9.46%) Google
4 6 (8.11%) Fujitsu
5 5 (6.76%) Dell
5 5 (6.76%) VMware
6 2 (2.70%) Salesforce.com
6 2 (2.70%) Tableau
7 1 (1.35%) Capita