Period
to 16 January 2018

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 16 January 2018 with a comparison to the same period in the previous 2 years.

Analytics
West Midlands > Birmingham
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 51 124 101
Rank change year-on-year +73 -23 +22
Permanent jobs citing Analytics 178 85 87
As % of all permanent IT jobs advertised in Birmingham 4.86% 1.95% 2.34%
As % of the Processes & Methodologies category 5.42% 2.16% 2.70%
Number of salaries quoted 156 70 79
Birmingham median annual salary £55,000 £45,000 £47,500
Median salary % change year-on-year +22.22% -5.26% -5.00%
10th Percentile £26,250 £27,500 £28,400
90th Percentile £70,000 £64,000 £71,500
West Midlands median annual salary £42,500 £40,000 £42,500
% change year-on-year +6.25% -5.88% -

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 3,287 3,941 3,223
As % of all permanent IT jobs advertised in Birmingham 89.76% 90.49% 86.71%
Number of salaries quoted 2,458 2,897 2,734
Birmingham median annual salary £45,000 £43,500 £42,500
Median salary % change year-on-year +3.45% +2.35% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £68,750 £67,500 £67,500
West Midlands median annual salary £41,000 £42,000 £41,500
% change year-on-year -2.38% +1.20% +3.75%

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 16 January 2018.

Salary histogram for Analytics in Birmingham

For the 6 months to 16 January 2018, 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 73 (41.01%) SQL
2 71 (39.89%) Finance
3 58 (32.58%) Banking
4 52 (29.21%) Business Intelligence
4 52 (29.21%) Infrastructure Management
4 52 (29.21%) Analytical Skills
5 44 (24.72%) SAS
6 42 (23.60%) Stakeholder Management
7 36 (20.22%) Data Warehouse
8 33 (18.54%) Microsoft
8 33 (18.54%) Visualisation
9 32 (17.98%) Presales
10 31 (17.42%) SAS Visual Analytics
10 31 (17.42%) Base SAS
10 31 (17.42%) Tableau
10 31 (17.42%) Visual Analytics
11 30 (16.85%) Data Analytics
12 29 (16.29%) Data Integration
13 28 (15.73%) Management Information System
14 23 (12.92%) Migration
14 23 (12.92%) SQL Server
15 22 (12.36%) Marketing
15 22 (12.36%) QlikView
15 22 (12.36%) Project Management
15 22 (12.36%) Data Migration
16 21 (11.80%) ArchiMate
16 21 (11.80%) Data Acquisition
16 21 (11.80%) Data Ingestion
16 21 (11.80%) UML
16 21 (11.80%) Retail

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 44 (24.72%) SAS
2 12 (6.74%) CMS
3 6 (3.37%) IIS
4 3 (1.69%) Amazon Alexa
4 3 (1.69%) Apache Spark
5 2 (1.12%) Apache Solr
5 2 (1.12%) OpenEdge
5 2 (1.12%) SharePoint
6 1 (0.56%) BizTalk Server
6 1 (0.56%) IBM Domino
Applications
1 15 (8.43%) Microsoft Excel
2 7 (3.93%) Microsoft Office
3 5 (2.81%) Microsoft PowerPoint
3 5 (2.81%) Spreadsheet
4 3 (1.69%) Chatbot
5 1 (0.56%) Adobe Premiere
5 1 (0.56%) Photoshop
5 1 (0.56%) SPSS
Business Applications
1 4 (2.25%) SAP HCM
2 1 (0.56%) Dynamics CRM
2 1 (0.56%) SAP MM
2 1 (0.56%) SAP PM
2 1 (0.56%) SAP S/4HANA
2 1 (0.56%) WebTrends
Cloud Services
1 12 (6.74%) Microsoft Azure
2 10 (5.62%) Google Analytics
3 7 (3.93%) AdWords
3 7 (3.93%) SuccessFactors
4 6 (3.37%) Azure Data Factory
4 6 (3.37%) Office 365
4 6 (3.37%) SaaS
5 5 (2.81%) Serverless
6 4 (2.25%) Cortana Intelligence Suite
7 1 (0.56%) Amazon AWS
7 1 (0.56%) Azure Active Directory
7 1 (0.56%) Cloud Computing
7 1 (0.56%) IaaS
7 1 (0.56%) MailChimp
7 1 (0.56%) PaaS
Communications & Networking
1 3 (1.69%) Internet
2 2 (1.12%) Firewall
2 2 (1.12%) RFID
2 2 (1.12%) WLAN
Database & Business Intelligence
1 36 (20.22%) Data Warehouse
2 31 (17.42%) Base SAS
2 31 (17.42%) SAS Visual Analytics
3 23 (12.92%) SQL Server
4 22 (12.36%) QlikView
5 20 (11.24%) SAS Enterprise Guide
6 18 (10.11%) SQL Server Reporting Services
7 17 (9.55%) SQL Server Integration Services
8 14 (7.87%) Power BI
8 14 (7.87%) SAS Data Integration Studio
8 14 (7.87%) SQL Server Analysis Services
9 12 (6.74%) Big Data
10 10 (5.62%) Hadoop
11 8 (4.49%) Azure SQL Database
12 7 (3.93%) Data Lake
12 7 (3.93%) MySQL
13 6 (3.37%) Data Mining
13 6 (3.37%) SAS Enterprise Miner
14 3 (1.69%) BusinessObjects
14 3 (1.69%) Microsoft Analysis Services
Development Applications
1 14 (7.87%) ProC
2 5 (2.81%) Git (software)
2 5 (2.81%) Visual Studio
3 4 (2.25%) JIRA
3 4 (2.25%) Team Foundation Server
4 1 (0.56%) Grunt
4 1 (0.56%) gulp
4 1 (0.56%) Jenkins
4 1 (0.56%) Maven
4 1 (0.56%) Subversion
4 1 (0.56%) Visual Studio Team System
General
1 71 (39.89%) Finance
2 58 (32.58%) Banking
3 22 (12.36%) Marketing
4 21 (11.80%) Retail
5 10 (5.62%) Manufacturing
5 10 (5.62%) Publishing
6 7 (3.93%) Advertising
6 7 (3.93%) Automotive
7 3 (1.69%) Games
7 3 (1.69%) Legal
8 2 (1.12%) Telecoms
9 1 (0.56%) Brand Awareness
9 1 (0.56%) Financial Institution
9 1 (0.56%) Investment Banking
Job Titles
1 55 (30.90%) Consultant
2 44 (24.72%) Analyst
3 31 (17.42%) SAS Consultant
4 25 (14.04%) Architect
5 24 (13.48%) Solutions Architect
6 23 (12.92%) Data Analyst
7 21 (11.80%) Data Architect
7 21 (11.80%) Infrastructure Architect
7 21 (11.80%) Infrastructure Solutions Architect
7 21 (11.80%) Senior Architect
7 21 (11.80%) Senior Data Architect
7 21 (11.80%) Senior Infrastructure Architect
7 21 (11.80%) Senior Solutions Architect
8 19 (10.67%) Analytics Consultant
9 18 (10.11%) Senior Consultant
10 17 (9.55%) Visual Analytics Consultant
11 16 (8.99%) Developer
12 14 (7.87%) Senior SAS Consultant
13 9 (5.06%) SAP Consultant
14 7 (3.93%) SAP HCM Consultant
Libraries, Frameworks & Software Standards
1 17 (9.55%) HTML
2 7 (3.93%) .NET
3 6 (3.37%) CSS
4 5 (2.81%) ASP.NET
4 5 (2.81%) ASP.NET MVC
4 5 (2.81%) Spring
4 5 (2.81%) XML
5 4 (2.25%) jQuery
5 4 (2.25%) JSON
6 3 (1.69%) Kafka
7 2 (1.12%) Ajax
7 2 (1.12%) Apache Flex
7 2 (1.12%) Hibernate
7 2 (1.12%) Middleware
7 2 (1.12%) REST
7 2 (1.12%) Spark Streaming
7 2 (1.12%) Web Services
8 1 (0.56%) Entity Framework
8 1 (0.56%) HTML5
8 1 (0.56%) WCF
Miscellaneous
1 52 (29.21%) Analytical Skills
2 28 (15.73%) Management Information System
3 5 (2.81%) Mobile App
4 4 (2.25%) Fintech
4 4 (2.25%) Tandem
4 4 (2.25%) User Experience
5 3 (1.69%) Algorithms
5 3 (1.69%) Computer Science
5 3 (1.69%) Driving Licence
5 3 (1.69%) Robotics
6 2 (1.12%) FMCG
6 2 (1.12%) Greenfield Project
6 2 (1.12%) Mobile Computing
6 2 (1.12%) Social Media
6 2 (1.12%) Taxonomies
7 1 (0.56%) Blog
7 1 (0.56%) Credit Risk
7 1 (0.56%) iPad
7 1 (0.56%) Video Editing
7 1 (0.56%) Virtual Team
Operating Systems
1 6 (3.37%) Windows
2 4 (2.25%) Linux
3 3 (1.69%) Android
3 3 (1.69%) Apple iOS
3 3 (1.69%) Windows Mobile
Processes & Methodologies
1 52 (29.21%) Business Intelligence
1 52 (29.21%) Infrastructure Management
2 42 (23.60%) Stakeholder Management
3 33 (18.54%) Visualisation
4 32 (17.98%) Presales
5 31 (17.42%) Visual Analytics
6 30 (16.85%) Data Analytics
7 29 (16.29%) Data Integration
8 23 (12.92%) Migration
9 22 (12.36%) Data Migration
9 22 (12.36%) Project Management
10 21 (11.80%) ArchiMate
10 21 (11.80%) Asset Management
10 21 (11.80%) Data Acquisition
10 21 (11.80%) Data Ingestion
10 21 (11.80%) TOGAF
10 21 (11.80%) UML
11 18 (10.11%) Mentoring
12 16 (8.99%) Mathematics
13 14 (7.87%) Business Analysis
Programming Languages
1 73 (41.01%) SQL
2 15 (8.43%) VBA
3 14 (7.87%) PROC SQL
3 14 (7.87%) SAS Macro
4 10 (5.62%) PHP
4 10 (5.62%) R
5 9 (5.06%) JavaScript
6 8 (4.49%) C#
7 7 (3.93%) ABAP
7 7 (3.93%) Java
7 7 (3.93%) Python
8 4 (2.25%) C++
8 4 (2.25%) T-SQL
8 4 (2.25%) VB
9 1 (0.56%) Bash Shell
9 1 (0.56%) Perl
9 1 (0.56%) PL/SQL
9 1 (0.56%) PowerShell
9 1 (0.56%) VB.NET
Qualifications
1 13 (7.30%) Degree
2 10 (5.62%) Security Cleared
3 2 (1.12%) IISP
3 2 (1.12%) SC Cleared
4 1 (0.56%) Computer Science Degree
4 1 (0.56%) MCSE
4 1 (0.56%) Microsoft Certification
4 1 (0.56%) Numerate Degree
4 1 (0.56%) PhD
Quality Assurance & Compliance
1 10 (5.62%) Data Quality
1 10 (5.62%) QA
2 2 (1.12%) GPG13
3 1 (0.56%) PMO
3 1 (0.56%) SLA
System Software
1 5 (2.81%) HDFS
2 2 (1.12%) Active Directory
3 1 (0.56%) Docker
Systems Management
1 1 (0.56%) Ansible
1 1 (0.56%) Kubernetes
1 1 (0.56%) Microsoft Intune
1 1 (0.56%) SCCM
Vendors
1 33 (18.54%) Microsoft
2 31 (17.42%) Tableau
3 11 (6.18%) SAP
4 10 (5.62%) Google
5 6 (3.37%) Oracle
6 5 (2.81%) Capita
6 5 (2.81%) Twitter
7 3 (1.69%) Talend
7 3 (1.69%) Yahoo!
8 2 (1.12%) Adobe
8 2 (1.12%) AppDynamics
8 2 (1.12%) Cloudera
8 2 (1.12%) Cognos
8 2 (1.12%) IBM
8 2 (1.12%) New Relic
8 2 (1.12%) Splunk
8 2 (1.12%) VMware
9 1 (0.56%) Facebook
9 1 (0.56%) Jedox
9 1 (0.56%) Logi