Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Birmingham with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
West Midlands > Birmingham
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 50 134 122
Rank change year-on-year +84 -12 +1
Permanent jobs citing Analytics 189 87 65
As % of all permanent IT jobs advertised in Birmingham 4.92% 1.86% 1.64%
As % of the Processes & Methodologies category 5.45% 2.09% 1.89%
Number of salaries quoted 167 73 44
Birmingham median annual salary £55,000 £42,500 £47,500
Median salary % change year-on-year +29.41% -10.53% -5.00%
10th Percentile £27,500 £27,500 £25,575
90th Percentile £70,000 £55,000 £73,875
West Midlands median annual salary £41,500 £37,500 £41,250
% change year-on-year +10.67% -9.09% -14.95%

Analytics 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 3470 4166 3447
As % of all permanent IT jobs advertised in Birmingham 90.27% 88.92% 87.05%
Number of salaries quoted 2720 3048 2879
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 £67,750 £68,750
West Midlands median annual salary £40,000 £40,000 £40,000

Analytics
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Analytics in Birmingham

Analytics
Salary Trend in Birmingham

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

Salary trend for Analytics in Birmingham

Analytics
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Analytics in Birmingham over the 6 months to 20 November 2017.

Salary histogram for Analytics in Birmingham

For the 6 months to 20 November 2017, IT jobs citing Analytics 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 Analytics.

1 86 (45.50%) Finance
2 70 (37.04%) Banking
3 64 (33.86%) Business Intelligence
4 63 (33.33%) SQL
5 61 (32.28%) Infrastructure Management
6 53 (28.04%) Stakeholder Management
7 51 (26.98%) Analytical Skills
8 50 (26.46%) SAS
9 41 (21.69%) Management Information System
10 40 (21.16%) Data Warehouse
11 36 (19.05%) Presales
12 35 (18.52%) Data Integration
13 34 (17.99%) Tableau
13 34 (17.99%) Base SAS
14 33 (17.46%) Visual Analytics
14 33 (17.46%) SAS Visual Analytics
15 30 (15.87%) Visualisation
16 29 (15.34%) Migration
16 29 (15.34%) Data Migration
17 28 (14.81%) ArchiMate
17 28 (14.81%) Data Ingestion
17 28 (14.81%) Data Acquisition
17 28 (14.81%) UML
17 28 (14.81%) TOGAF
17 28 (14.81%) Asset Management
18 27 (14.29%) QlikView
19 25 (13.23%) Microsoft
19 25 (13.23%) Data Analytics
20 24 (12.70%) SQL Server
20 24 (12.70%) Project Management

Analytics
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 50 (26.46%) SAS
2 11 (5.82%) CMS
3 5 (2.65%) IIS
4 4 (2.12%) Amazon Alexa
5 2 (1.06%) Apache Solr
5 2 (1.06%) Apache Spark
5 2 (1.06%) OpenEdge
6 1 (0.53%) IBM Domino
6 1 (0.53%) SharePoint
Applications
1 23 (12.17%) Microsoft Excel
2 7 (3.70%) Microsoft PowerPoint
3 5 (2.65%) Microsoft Office
4 4 (2.12%) Chatbot
4 4 (2.12%) Spreadsheet
5 1 (0.53%) Adobe Premiere
5 1 (0.53%) Photoshop
Business Applications
1 4 (2.12%) SAP HCM
2 2 (1.06%) WebTrends
3 1 (0.53%) Actimize
3 1 (0.53%) SAP MM
3 1 (0.53%) SAP PM
3 1 (0.53%) SAP S/4HANA
Cloud Services
1 12 (6.35%) Google Analytics
2 7 (3.70%) AdWords
3 5 (2.65%) Microsoft Azure
4 4 (2.12%) SaaS
4 4 (2.12%) SuccessFactors
5 3 (1.59%) Office 365
6 2 (1.06%) Azure Active Directory
6 2 (1.06%) Serverless
7 1 (0.53%) Cortana Intelligence Suite
7 1 (0.53%) Google Tag Manager
7 1 (0.53%) MailChimp
Communications & Networking
1 4 (2.12%) Firewall
2 3 (1.59%) DMZ
2 3 (1.59%) Internet
2 3 (1.59%) Network Security
3 2 (1.06%) RFID
3 2 (1.06%) WLAN
Database & Business Intelligence
1 40 (21.16%) Data Warehouse
2 34 (17.99%) Base SAS
3 33 (17.46%) SAS Visual Analytics
4 27 (14.29%) QlikView
5 24 (12.70%) SQL Server
6 20 (10.58%) SAS Enterprise Guide
7 18 (9.52%) SQL Server Reporting Services
8 17 (8.99%) SAS Data Integration Studio
9 16 (8.47%) SQL Server Integration Services
10 12 (6.35%) Big Data
11 10 (5.29%) Power BI
11 10 (5.29%) SQL Server Analysis Services
12 7 (3.70%) Hadoop
12 7 (3.70%) MySQL
13 6 (3.17%) BusinessObjects
13 6 (3.17%) Relational Database
14 4 (2.12%) Data Mining
14 4 (2.12%) SAS Enterprise Miner
15 3 (1.59%) Microsoft Analysis Services
15 3 (1.59%) SAP BW
Development Applications
1 16 (8.47%) ProC
2 4 (2.12%) JIRA
2 4 (2.12%) Talend Open Studio
2 4 (2.12%) Team Foundation Server
3 2 (1.06%) Git (software)
3 2 (1.06%) Grunt
3 2 (1.06%) gulp
3 2 (1.06%) Jenkins
3 2 (1.06%) Maven
3 2 (1.06%) Subversion
General
1 86 (45.50%) Finance
2 70 (37.04%) Banking
3 24 (12.70%) Marketing
4 23 (12.17%) Retail
5 6 (3.17%) Manufacturing
5 6 (3.17%) Publishing
6 5 (2.65%) Automotive
6 5 (2.65%) Legal
7 4 (2.12%) Games
7 4 (2.12%) Telecoms
8 3 (1.59%) Advertising
9 2 (1.06%) Financial Institution
9 2 (1.06%) Mandarin Language
10 1 (0.53%) Brand Awareness
10 1 (0.53%) Investment Banking
Job Titles
1 51 (26.98%) Consultant
2 40 (21.16%) Analyst
3 33 (17.46%) SAS Consultant
4 30 (15.87%) Architect
4 30 (15.87%) Solutions Architect
5 28 (14.81%) Data Architect
5 28 (14.81%) Infrastructure Architect
5 28 (14.81%) Infrastructure Solutions Architect
5 28 (14.81%) Senior Architect
5 28 (14.81%) Senior Data Architect
5 28 (14.81%) Senior Infrastructure Architect
5 28 (14.81%) Senior Solutions Architect
6 19 (10.05%) Analytics Consultant
7 17 (8.99%) Senior Consultant
7 17 (8.99%) Visual Analytics Consultant
8 16 (8.47%) Data Analyst
8 16 (8.47%) Senior SAS Consultant
9 15 (7.94%) Developer
10 8 (4.23%) DBA
10 8 (4.23%) Product Manager
Libraries, Frameworks & Software Standards
1 14 (7.41%) HTML
2 8 (4.23%) CSS
3 5 (2.65%) .NET
3 5 (2.65%) jQuery
4 4 (2.12%) ASP.NET
4 4 (2.12%) ASP.NET MVC
4 4 (2.12%) JSON
4 4 (2.12%) Spring
4 4 (2.12%) XML
5 3 (1.59%) HTML5
6 2 (1.06%) Ajax
6 2 (1.06%) Apache Flex
6 2 (1.06%) Hibernate
6 2 (1.06%) Kafka
6 2 (1.06%) Middleware
6 2 (1.06%) REST
6 2 (1.06%) Semantic HTML
6 2 (1.06%) Spark Streaming
6 2 (1.06%) XHTML
7 1 (0.53%) MDX
Miscellaneous
1 51 (26.98%) Analytical Skills
2 41 (21.69%) Management Information System
3 4 (2.12%) Computer Science
3 4 (2.12%) Credit Risk
3 4 (2.12%) Mobile App
3 4 (2.12%) Robotics
3 4 (2.12%) User Experience
4 3 (1.59%) Cybercrime
4 3 (1.59%) Fintech
4 3 (1.59%) FMCG
5 2 (1.06%) BBC
5 2 (1.06%) Greenfield Project
5 2 (1.06%) Mobile Computing
5 2 (1.06%) Social Media
5 2 (1.06%) Tandem
6 1 (0.53%) Blog
6 1 (0.53%) iPad
6 1 (0.53%) Taxonomies
6 1 (0.53%) Video Editing
6 1 (0.53%) Virtual Team
Operating Systems
1 4 (2.12%) Unix
1 4 (2.12%) Windows
2 3 (1.59%) Android
2 3 (1.59%) Apple iOS
2 3 (1.59%) Windows Mobile
3 2 (1.06%) Linux
Processes & Methodologies
1 64 (33.86%) Business Intelligence
2 61 (32.28%) Infrastructure Management
3 53 (28.04%) Stakeholder Management
4 36 (19.05%) Presales
5 35 (18.52%) Data Integration
6 33 (17.46%) Visual Analytics
7 30 (15.87%) Visualisation
8 29 (15.34%) Data Migration
8 29 (15.34%) Migration
9 28 (14.81%) ArchiMate
9 28 (14.81%) Asset Management
9 28 (14.81%) Data Acquisition
9 28 (14.81%) Data Ingestion
9 28 (14.81%) TOGAF
9 28 (14.81%) UML
10 25 (13.23%) Data Analytics
11 24 (12.70%) Project Management
12 19 (10.05%) Mentoring
13 17 (8.99%) Business Analysis
14 16 (8.47%) E-Commerce
Programming Languages
1 63 (33.33%) SQL
2 16 (8.47%) PROC SQL
2 16 (8.47%) SAS Macro
3 11 (5.82%) PHP
4 10 (5.29%) VBA
5 7 (3.70%) JavaScript
6 6 (3.17%) C#
6 6 (3.17%) Java
6 6 (3.17%) T-SQL
7 5 (2.65%) R
8 4 (2.12%) ABAP
8 4 (2.12%) VB
9 3 (1.59%) C++
10 2 (1.06%) Python
11 1 (0.53%) MATLAB
11 1 (0.53%) VB.NET
Qualifications
1 10 (5.29%) Degree
2 9 (4.76%) Security Cleared
3 2 (1.06%) Computer Science Degree
3 2 (1.06%) SC Cleared
4 1 (0.53%) IISP
4 1 (0.53%) MCSE
4 1 (0.53%) Microsoft Certification
4 1 (0.53%) PhD
Quality Assurance & Compliance
1 9 (4.76%) Data Quality
1 9 (4.76%) QA
2 3 (1.59%) Cyber Essentials
2 3 (1.59%) Cyber Essentials PLUS
2 3 (1.59%) PCI DSS
2 3 (1.59%) PMO
3 1 (0.53%) GPG13
System Software
1 2 (1.06%) Active Directory
1 2 (1.06%) HDFS
Systems Management
1 3 (1.59%) Network Intrusion Detection System
2 2 (1.06%) Microsoft Intune
2 2 (1.06%) SCCM
Vendors
1 34 (17.99%) Tableau
2 25 (13.23%) Microsoft
3 12 (6.35%) Google
4 8 (4.23%) Oracle
4 8 (4.23%) SAP
5 4 (2.12%) Cognos
5 4 (2.12%) IBM
5 4 (2.12%) Talend
6 3 (1.59%) Twitter
6 3 (1.59%) Yahoo!
7 2 (1.06%) Adobe
7 2 (1.06%) AppDynamics
7 2 (1.06%) Cloudera
7 2 (1.06%) New Relic
7 2 (1.06%) Splunk
8 1 (0.53%) FactSet
8 1 (0.53%) Jedox
8 1 (0.53%) Logi
8 1 (0.53%) Logi Analytics
8 1 (0.53%) Optimizely