Period
to 22 October 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 22 October 2018 with a comparison to the same period in the previous 2 years.

Analytics
West Midlands > Birmingham
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 44 53 131
Rank change year-on-year +9 +78 -8
Permanent jobs citing Analytics 213 182 90
As % of all permanent IT jobs advertised in Birmingham 5.80% 4.78% 1.88%
As % of the Processes & Methodologies category 6.41% 5.18% 2.08%
Number of salaries quoted 186 159 74
Birmingham median annual salary £47,500 £57,500 £40,000
Median salary % change year-on-year -17.39% +43.75% -4.76%
10th Percentile £23,500 £28,950 £27,500
90th Percentile £67,500 £70,000 £55,000
West Midlands median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 3,321 3,515 4,317
As % of all permanent IT jobs advertised in Birmingham 90.44% 92.26% 90.26%
Number of salaries quoted 2,377 2,776 3,172
Birmingham median annual salary £46,500 £45,000 £42,500
Median salary % change year-on-year +3.33% +5.88% -
10th Percentile £26,250 £26,625 £26,000
90th Percentile £73,000 £65,000 £68,750
West Midlands median annual salary £44,898 £40,000 £40,000
% change year-on-year +12.25% - -

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 22 October 2018.

Salary histogram for Analytics in Birmingham

For the 6 months to 22 October 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 62 (29.11%) Business Intelligence
2 58 (27.23%) SQL
2 58 (27.23%) Degree
3 54 (25.35%) Agile Software Development
4 52 (24.41%) Analytical Skills
5 46 (21.60%) Marketing
6 42 (19.72%) Java
7 41 (19.25%) Finance
7 41 (19.25%) Retail
8 38 (17.84%) Google
9 37 (17.37%) ETL
10 36 (16.90%) E-Commerce
11 35 (16.43%) Data Analytics
12 34 (15.96%) Big Data
12 34 (15.96%) Digital Marketing
13 32 (15.02%) SQL Server Reporting Services
13 32 (15.02%) Power BI
14 30 (14.08%) JavaScript
15 29 (13.62%) Social Media
16 27 (12.68%) Problem-Solving
16 27 (12.68%) HTML
17 26 (12.21%) Data Warehouse
18 25 (11.74%) Microsoft
18 25 (11.74%) OO
18 25 (11.74%) SEO
18 25 (11.74%) SQL Server Integration Services
19 24 (11.27%) SQL Server Analysis Services
19 24 (11.27%) SAP
19 24 (11.27%) Twitter
20 23 (10.80%) Marketing Strategy

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 12 (5.63%) Apache
2 10 (4.69%) CMS
3 6 (2.82%) Elasticsearch
4 5 (2.35%) Adobe Experience Manager
4 5 (2.35%) Apache Solr
4 5 (2.35%) Apache Spark
4 5 (2.35%) SAS
5 3 (1.41%) IIS
6 2 (0.94%) DNN
6 2 (0.94%) SharePoint
6 2 (0.94%) WordPress
7 1 (0.47%) ArcGIS
Applications
1 10 (4.69%) Microsoft Excel
2 1 (0.47%) Microsoft PowerPoint
2 1 (0.47%) Photoshop
2 1 (0.47%) Spreadsheet
Business Applications
1 1 (0.47%) SAP S/4HANA
Cloud Services
1 23 (10.80%) Google Analytics
2 20 (9.39%) Microsoft Azure
3 19 (8.92%) Amazon AWS
4 14 (6.57%) AdWords
5 12 (5.63%) SuccessFactors
6 6 (2.82%) SaaS
7 4 (1.88%) PaaS
8 3 (1.41%) Office 365
9 2 (0.94%) Azure Active Directory
9 2 (0.94%) Azure Data Factory
9 2 (0.94%) MailChimp
9 2 (0.94%) Slack
9 2 (0.94%) Trello
10 1 (0.47%) Cloud Computing
10 1 (0.47%) DigitalOcean
10 1 (0.47%) Google Cloud Platform
10 1 (0.47%) Google Tag Manager
10 1 (0.47%) Serverless
Communications & Networking
1 2 (0.94%) FTP
Database & Business Intelligence
1 34 (15.96%) Big Data
2 32 (15.02%) Power BI
2 32 (15.02%) SQL Server Reporting Services
3 26 (12.21%) Data Warehouse
4 25 (11.74%) SQL Server Integration Services
5 24 (11.27%) SQL Server Analysis Services
6 23 (10.80%) SQL Server
7 19 (8.92%) NoSQL
8 15 (7.04%) Hadoop
9 14 (6.57%) BusinessObjects
9 14 (6.57%) Relational Database
10 10 (4.69%) QlikView
11 7 (3.29%) MySQL
12 6 (2.82%) BusinessObjects Business Intelligence
12 6 (2.82%) Data Lake
12 6 (2.82%) Hazelcast
12 6 (2.82%) SAP HANA
13 5 (2.35%) Azure SQL Database
13 5 (2.35%) SQL Server 2012
14 4 (1.88%) MongoDB
Development Applications
1 12 (5.63%) Jenkins
2 11 (5.16%) Git (software)
3 8 (3.76%) SQL Server Management Studio (SSMS)
4 5 (2.35%) Atlassian Bamboo
4 5 (2.35%) Grunt
4 5 (2.35%) Maven
4 5 (2.35%) SonarQube
4 5 (2.35%) TeamCity
5 3 (1.41%) JIRA
6 2 (0.94%) Axure RP
6 2 (0.94%) Visual Studio
7 1 (0.47%) Vagrant
General
1 46 (21.60%) Marketing
2 41 (19.25%) Finance
2 41 (19.25%) Retail
3 17 (7.98%) Publishing
4 14 (6.57%) Manufacturing
5 9 (4.23%) Brand Awareness
6 5 (2.35%) Legal
7 4 (1.88%) Advertising
7 4 (1.88%) Local Government
8 2 (0.94%) Digital Economy
8 2 (0.94%) Law
9 1 (0.47%) Banking
9 1 (0.47%) Electronics
9 1 (0.47%) Financial Institution
9 1 (0.47%) Telecoms
Job Titles
1 60 (28.17%) Developer
2 24 (11.27%) Consultant
3 22 (10.33%) Analyst
4 21 (9.86%) Business Intelligence Developer
5 17 (7.98%) Author
5 17 (7.98%) Technical Author
5 17 (7.98%) Technical Writer
6 14 (6.57%) Architect
7 13 (6.10%) Java Developer
8 10 (4.69%) Marketing Manager
8 10 (4.69%) Solutions Architect
9 9 (4.23%) Data Consultant
9 9 (4.23%) Senior Technical Author
9 9 (4.23%) Senior Technical Writer
10 8 (3.76%) Business Intelligence Analyst
10 8 (3.76%) Digital Marketing Manager
10 8 (3.76%) Marketing Executive
11 7 (3.29%) JavaScript Developer
11 7 (3.29%) PHP Developer
11 7 (3.29%) SQL Analyst
Libraries, Frameworks & Software Standards
1 27 (12.68%) HTML
2 23 (10.80%) Web Services
2 23 (10.80%) XML
3 14 (6.57%) CSS
4 13 (6.10%) HTML5
4 13 (6.10%) Spring
4 13 (6.10%) Twitter Bootstrap
5 11 (5.16%) CSS3
6 9 (4.23%) Node.js
7 8 (3.76%) .NET
7 8 (3.76%) AngularJS
7 8 (3.76%) jQuery
8 7 (3.29%) Ajax
8 7 (3.29%) Laravel
9 6 (2.82%) JMS
9 6 (2.82%) JSON
9 6 (2.82%) KnockoutJS
9 6 (2.82%) React
9 6 (2.82%) REST
9 6 (2.82%) Sass
Miscellaneous
1 52 (24.41%) Analytical Skills
2 29 (13.62%) Social Media
3 18 (8.45%) Fintech
4 15 (7.04%) User Experience
5 12 (5.63%) Computer Science
5 12 (5.63%) Self-Motivation
6 9 (4.23%) Enterprise Software
7 7 (3.29%) Taxonomies
8 5 (2.35%) Client/Server
8 5 (2.35%) Management Information System
8 5 (2.35%) Replication
9 4 (1.88%) NHS
10 3 (1.41%) Credit Risk
11 2 (0.94%) Driving Licence
11 2 (0.94%) Greenfield Project
12 1 (0.47%) Blog
12 1 (0.47%) Graphic Design
12 1 (0.47%) Virtual Team
Operating Systems
1 13 (6.10%) Linux
2 2 (0.94%) Android
2 2 (0.94%) Windows
2 2 (0.94%) Windows 10
3 1 (0.47%) Apple iOS
3 1 (0.47%) Windows Mobile
Processes & Methodologies
1 62 (29.11%) Business Intelligence
2 54 (25.35%) Agile Software Development
3 37 (17.37%) ETL
4 36 (16.90%) E-Commerce
5 35 (16.43%) Data Analytics
6 34 (15.96%) Digital Marketing
7 27 (12.68%) Problem-Solving
8 25 (11.74%) OO
8 25 (11.74%) SEO
9 23 (10.80%) Marketing Strategy
10 22 (10.33%) Creative Thinking
11 20 (9.39%) Visualisation
12 17 (7.98%) Data Modelling
13 16 (7.51%) Data Management
14 15 (7.04%) Content Management
14 15 (7.04%) Email Marketing
15 14 (6.57%) Continuous Improvement
15 14 (6.57%) Pay per click
15 14 (6.57%) Predictive Analytics
16 13 (6.10%) Business Analysis
Programming Languages
1 58 (27.23%) SQL
2 42 (19.72%) Java
3 30 (14.08%) JavaScript
4 19 (8.92%) Python
5 12 (5.63%) R
6 9 (4.23%) PHP
7 8 (3.76%) T-SQL
8 6 (2.82%) Java 8
8 6 (2.82%) VBA
9 5 (2.35%) C#
10 2 (0.94%) PL/SQL
10 2 (0.94%) VB
11 1 (0.47%) Bash Shell
11 1 (0.47%) C++
11 1 (0.47%) Perl
Qualifications
1 58 (27.23%) Degree
2 15 (7.04%) PhD
3 12 (5.63%) Security Cleared
4 10 (4.69%) Computer Science Degree
5 4 (1.88%) CISA
5 4 (1.88%) Master's Degree
6 3 (1.41%) SC Cleared
7 2 (0.94%) MCSE
7 2 (0.94%) Microsoft Certification
8 1 (0.47%) Postgraduate
Quality Assurance & Compliance
1 15 (7.04%) Data Quality
2 4 (1.88%) GDPR
3 3 (1.41%) QA
4 1 (0.47%) Basel II
4 1 (0.47%) IAS 39
4 1 (0.47%) IFRS
4 1 (0.47%) IFRS 9
System Software
1 5 (2.35%) Varnish
2 3 (1.41%) Docker
3 2 (0.94%) Active Directory
3 2 (0.94%) HDFS
Systems Management
1 5 (2.35%) Single Sign-On
2 2 (0.94%) Microsoft Intune
2 2 (0.94%) SCCM
3 1 (0.47%) Ansible
3 1 (0.47%) cPanel
3 1 (0.47%) Kubernetes
Vendors
1 38 (17.84%) Google
2 25 (11.74%) Microsoft
3 24 (11.27%) SAP
3 24 (11.27%) Twitter
4 19 (8.92%) Tableau
5 7 (3.29%) Facebook
5 7 (3.29%) Talend
6 6 (2.82%) Adobe
6 6 (2.82%) Informatica
6 6 (2.82%) Oracle
6 6 (2.82%) Salesforce.com
7 5 (2.35%) Cloudera
7 5 (2.35%) hybris
8 4 (1.88%) Cognos
8 4 (1.88%) MicroStrategy
8 4 (1.88%) NEC
8 4 (1.88%) Remedy
8 4 (1.88%) Screaming Frog
9 3 (1.41%) HubSpot
9 3 (1.41%) Sybase