Period
to 12 December 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Analytics
West Midlands > Birmingham
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 51 54 130
Rank change year-on-year +3 +76 -12
Permanent jobs citing Analytics 178 187 90
As % of all permanent IT jobs advertised in Birmingham 5.06% 4.91% 1.94%
As % of the Processes & Methodologies category 5.56% 5.35% 2.11%
Number of salaries quoted 157 167 74
Birmingham median annual salary £45,000 £55,000 £45,000
Median salary % change year-on-year -18.18% +22.22% -10.45%
10th Percentile £26,250 £27,050 £27,500
90th Percentile £68,500 £70,000 £58,375
West Midlands median annual salary £42,000 £42,250 £40,000
% change year-on-year -0.59% +5.63% -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 3,203 3,498 4,265
As % of all permanent IT jobs advertised in Birmingham 91.07% 91.84% 91.70%
Number of salaries quoted 2,283 2,724 3,142
Birmingham median annual salary £47,500 £45,000 £42,765
Median salary % change year-on-year +5.56% +5.23% +0.62%
10th Percentile £26,750 £26,250 £26,250
90th Percentile £76,250 £67,500 £67,500
West Midlands median annual salary £45,000 £40,000 £41,500
% change year-on-year +12.50% -3.61% +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 12 December 2018.

Salary histogram for Analytics in Birmingham

For the 6 months to 12 December 2018, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Birmingham region with a requirement for Analytics.

1 65 (36.52%) Business Intelligence
2 64 (35.96%) SQL
3 47 (26.40%) Analytical Skills
4 46 (25.84%) Agile Software Development
5 42 (23.60%) Degree
6 41 (23.03%) Data Analytics
7 37 (20.79%) Power BI
8 33 (18.54%) ETL
9 32 (17.98%) Java
10 31 (17.42%) Microsoft
10 31 (17.42%) SQL Server Reporting Services
11 28 (15.73%) Data Warehouse
12 27 (15.17%) Marketing
13 26 (14.61%) SQL Server
14 25 (14.04%) Finance
14 25 (14.04%) SQL Server Analysis Services
14 25 (14.04%) Problem-Solving
14 25 (14.04%) Tableau
15 24 (13.48%) JavaScript
16 23 (12.92%) HTML
16 23 (12.92%) SQL Server Integration Services
16 23 (12.92%) Retail
16 23 (12.92%) Visualisation
16 23 (12.92%) Microsoft Azure
16 23 (12.92%) Amazon AWS
17 22 (12.36%) Google
18 21 (11.80%) Web Services
18 21 (11.80%) E-Commerce
19 20 (11.24%) Python
19 20 (11.24%) Data Modelling

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 8 (4.49%) Apache
1 8 (4.49%) SAS
2 6 (3.37%) Elasticsearch
3 5 (2.81%) Adobe Experience Manager
3 5 (2.81%) Apache Solr
3 5 (2.81%) SharePoint
4 4 (2.25%) CMS
5 3 (1.69%) Skype for Business
6 2 (1.12%) DNN
6 2 (1.12%) WordPress
7 1 (0.56%) Apache Spark
7 1 (0.56%) ArcGIS
7 1 (0.56%) IIS
Applications
1 8 (4.49%) Microsoft Excel
2 3 (1.69%) SPSS
3 1 (0.56%) Microsoft PowerPoint
3 1 (0.56%) Microsoft Project
3 1 (0.56%) Photoshop
3 1 (0.56%) Spreadsheet
Business Applications
1 3 (1.69%) Dynamics CRM
2 2 (1.12%) Dynamics AX
Cloud Services
1 23 (12.92%) Amazon AWS
1 23 (12.92%) Microsoft Azure
2 14 (7.87%) Google Analytics
3 9 (5.06%) AdWords
4 8 (4.49%) SaaS
5 7 (3.93%) PaaS
6 6 (3.37%) Office 365
7 5 (2.81%) SuccessFactors
8 3 (1.69%) Dynamics 365
8 3 (1.69%) IaaS
8 3 (1.69%) OneDrive
8 3 (1.69%) Slack
8 3 (1.69%) Trello
9 2 (1.12%) Google Cloud Platform
10 1 (0.56%) Azure Active Directory
10 1 (0.56%) Azure Data Factory
10 1 (0.56%) Azure Machine Learning
10 1 (0.56%) Cloud Computing
10 1 (0.56%) DigitalOcean
10 1 (0.56%) Google Tag Manager
Communications & Networking
1 3 (1.69%) Skype
2 2 (1.12%) FTP
Database & Business Intelligence
1 37 (20.79%) Power BI
2 31 (17.42%) SQL Server Reporting Services
3 28 (15.73%) Data Warehouse
4 26 (14.61%) SQL Server
5 25 (14.04%) SQL Server Analysis Services
6 23 (12.92%) SQL Server Integration Services
7 19 (10.67%) NoSQL
8 15 (8.43%) Big Data
8 15 (8.43%) Relational Database
9 14 (7.87%) QlikView
10 11 (6.18%) BusinessObjects
10 11 (6.18%) Hadoop
11 7 (3.93%) MySQL
11 7 (3.93%) Spotfire
12 6 (3.37%) Data Lake
13 4 (2.25%) Azure SQL Database
13 4 (2.25%) BusinessObjects Business Intelligence
13 4 (2.25%) Data Mining
13 4 (2.25%) SAP HANA
14 3 (1.69%) RDBMS
Development Applications
1 9 (5.06%) Jenkins
2 8 (4.49%) SQL Server Management Studio (SSMS)
3 7 (3.93%) Git (software)
4 5 (2.81%) Atlassian Bamboo
4 5 (2.81%) Grunt
4 5 (2.81%) Maven
4 5 (2.81%) SonarQube
4 5 (2.81%) TeamCity
5 4 (2.25%) Axure RP
5 4 (2.25%) JIRA
6 2 (1.12%) Visual Studio
General
1 27 (15.17%) Marketing
2 25 (14.04%) Finance
3 23 (12.92%) Retail
4 11 (6.18%) Publishing
5 8 (4.49%) Manufacturing
6 6 (3.37%) Brand Awareness
7 5 (2.81%) Legal
7 5 (2.81%) Local Government
8 2 (1.12%) Advertising
8 2 (1.12%) Banking
8 2 (1.12%) Digital Economy
8 2 (1.12%) Law
9 1 (0.56%) Electronics
9 1 (0.56%) Financial Institution
Job Titles
1 59 (33.15%) Developer
2 30 (16.85%) Analyst
3 24 (13.48%) Business Intelligence Developer
4 18 (10.11%) Consultant
5 15 (8.43%) Architect
6 11 (6.18%) Business Analyst
6 11 (6.18%) Java Developer
7 10 (5.62%) Solutions Architect
8 9 (5.06%) Business Intelligence Analyst
8 9 (5.06%) Data Consultant
8 9 (5.06%) SQL Analyst
9 8 (4.49%) Analytics Developer
9 8 (4.49%) Business Developer
9 8 (4.49%) Data Analyst
9 8 (4.49%) Data Manager
9 8 (4.49%) Java Developer - Fintech
10 7 (3.93%) PHP Developer
11 6 (3.37%) SSAS Developer
11 6 (3.37%) SSIS Developer
11 6 (3.37%) SSRS Developer
Libraries, Frameworks & Software Standards
1 23 (12.92%) HTML
2 21 (11.80%) Web Services
3 14 (7.87%) CSS
4 13 (7.30%) HTML5
5 11 (6.18%) CSS3
5 11 (6.18%) Node.js
5 11 (6.18%) Spring
6 10 (5.62%) .NET
7 9 (5.06%) JMS
7 9 (5.06%) XML
8 8 (4.49%) jQuery
8 8 (4.49%) Twitter Bootstrap
9 7 (3.93%) AngularJS
9 7 (3.93%) Laravel
10 6 (3.37%) React
10 6 (3.37%) Sass
10 6 (3.37%) Vue.js
11 5 (2.81%) Apache Sling
11 5 (2.81%) Handlebars
11 5 (2.81%) Lucene
Miscellaneous
1 47 (26.40%) Analytical Skills
2 18 (10.11%) Social Media
3 15 (8.43%) User Experience
4 13 (7.30%) Fintech
5 10 (5.62%) Enterprise Software
6 7 (3.93%) Taxonomies
7 6 (3.37%) NHS
8 5 (2.81%) Client/Server
8 5 (2.81%) Management Information System
8 5 (2.81%) Replication
8 5 (2.81%) Self-Motivation
9 3 (1.69%) Credit Risk
10 2 (1.12%) Greenfield Project
10 2 (1.12%) PMI
11 1 (0.56%) Algorithms
11 1 (0.56%) Driving Licence
11 1 (0.56%) Graphic Design
11 1 (0.56%) Virtual Team
Operating Systems
1 15 (8.43%) Linux
2 1 (0.56%) Android
2 1 (0.56%) Apple iOS
2 1 (0.56%) Windows
2 1 (0.56%) Windows 10
2 1 (0.56%) Windows Mobile
Processes & Methodologies
1 65 (36.52%) Business Intelligence
2 46 (25.84%) Agile Software Development
3 41 (23.03%) Data Analytics
4 33 (18.54%) ETL
5 25 (14.04%) Problem-Solving
6 23 (12.92%) Visualisation
7 21 (11.80%) E-Commerce
8 20 (11.24%) Data Modelling
9 19 (10.67%) Digital Marketing
10 17 (9.55%) Data Management
10 17 (9.55%) SEO
11 16 (8.99%) Creative Thinking
11 16 (8.99%) Decision-Making
12 15 (8.43%) Project Management
12 15 (8.43%) Stakeholder Management
13 14 (7.87%) Business Analysis
13 14 (7.87%) Data Analysis
14 13 (7.30%) Continuous Improvement
14 13 (7.30%) Data Visualisation
14 13 (7.30%) OO
Programming Languages
1 64 (35.96%) SQL
2 32 (17.98%) Java
3 24 (13.48%) JavaScript
4 20 (11.24%) Python
5 11 (6.18%) R
6 9 (5.06%) PHP
7 6 (3.37%) C#
7 6 (3.37%) Java 8
7 6 (3.37%) T-SQL
7 6 (3.37%) VBA
8 3 (1.69%) C++
8 3 (1.69%) PL/SQL
9 2 (1.12%) VB
10 1 (0.56%) MATLAB
Qualifications
1 42 (23.60%) Degree
2 10 (5.62%) Computer Science Degree
3 8 (4.49%) Security Cleared
4 4 (2.25%) CISA
4 4 (2.25%) Master's Degree
5 2 (1.12%) Microsoft Certification
5 2 (1.12%) PMI Certification
5 2 (1.12%) SC Cleared
6 1 (0.56%) MCSE
6 1 (0.56%) PhD
6 1 (0.56%) PMP
6 1 (0.56%) Postgraduate
Quality Assurance & Compliance
1 19 (10.67%) Data Quality
2 8 (4.49%) GDPR
3 2 (1.12%) QA
4 1 (0.56%) Basel II
4 1 (0.56%) IAS 39
4 1 (0.56%) IFRS
4 1 (0.56%) IFRS 9
4 1 (0.56%) PMO
System Software
1 5 (2.81%) Varnish
2 2 (1.12%) Docker
3 1 (0.56%) Active Directory
3 1 (0.56%) HDFS
Systems Management
1 5 (2.81%) Single Sign-On
2 1 (0.56%) cPanel
2 1 (0.56%) Microsoft Intune
2 1 (0.56%) SCCM
Vendors
1 31 (17.42%) Microsoft
2 25 (14.04%) Tableau
3 22 (12.36%) Google
4 14 (7.87%) SAP
5 8 (4.49%) Twitter
6 7 (3.93%) Informatica
6 7 (3.93%) Oracle
7 6 (3.37%) Adobe
8 5 (2.81%) hybris
8 5 (2.81%) Salesforce.com
9 4 (2.25%) Cognos
9 4 (2.25%) Facebook
9 4 (2.25%) MicroStrategy
9 4 (2.25%) NEC
9 4 (2.25%) Remedy
10 3 (1.69%) Talend
11 2 (1.12%) HubSpot
11 2 (1.12%) MuleSoft
11 2 (1.12%) Screaming Frog
11 2 (1.12%) Xamarin