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

Analytics
West Midlands > Birmingham
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 34 89 139
Rank change year-on-year +55 +50 -51
Permanent jobs citing Analytics 259 119 79
As % of all permanent IT jobs advertised in Birmingham 6.65% 3.07% 1.64%
As % of the Processes & Methodologies category 7.30% 3.39% 1.84%
Number of salaries quoted 220 105 58
Birmingham median annual salary £52,500 £47,500 £40,000
Median salary % change year-on-year +10.53% +18.75% +6.67%
10th Percentile £26,200 £27,700 £28,550
90th Percentile £61,375 £70,000 £57,875
West Midlands median annual salary £42,500 £41,500 £37,500
% change year-on-year +2.41% +10.67% -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 3,547 3,512 4,284
As % of all permanent IT jobs advertised in Birmingham 91.07% 90.70% 88.99%
Number of salaries quoted 2,539 2,860 3,184
Birmingham median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% -1.16%
10th Percentile £26,250 £26,250 £25,750
90th Percentile £70,000 £65,000 £70,000
West Midlands median annual salary £42,500 £40,000 £40,500
% change year-on-year +6.25% -1.23% +1.25%

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 July 2018.

Salary histogram for Analytics in Birmingham

For the 6 months to 22 July 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 69 (26.64%) Business Intelligence
2 63 (24.32%) Finance
3 60 (23.17%) Agile Software Development
4 59 (22.78%) XML
4 59 (22.78%) Big Data
5 57 (22.01%) Marketing
6 56 (21.62%) Java
6 56 (21.62%) SQL
7 55 (21.24%) Analytical Skills
8 54 (20.85%) Degree
9 52 (20.08%) Google
10 44 (16.99%) Retail
11 42 (16.22%) Digital Marketing
12 41 (15.83%) SQL Server Reporting Services
13 39 (15.06%) JavaScript
13 39 (15.06%) PhD
14 38 (14.67%) E-Commerce
14 38 (14.67%) Data Analytics
15 37 (14.29%) SQL Server Integration Services
16 36 (13.90%) Microsoft
16 36 (13.90%) Web Services
17 30 (11.58%) ETL
17 30 (11.58%) Google Analytics
17 30 (11.58%) Microsoft Azure
17 30 (11.58%) Social Media
17 30 (11.58%) Fintech
18 29 (11.20%) Data Warehouse
19 28 (10.81%) SQL Server Analysis Services
19 28 (10.81%) Marketing Strategy
19 28 (10.81%) Twitter

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 11 (4.25%) Apache
2 10 (3.86%) Apache Spark
3 6 (2.32%) CMS
4 3 (1.16%) Elasticsearch
4 3 (1.16%) IIS
4 3 (1.16%) SAS
5 2 (0.77%) Adobe Experience Manager
5 2 (0.77%) Apache Solr
5 2 (0.77%) WordPress
6 1 (0.39%) ArcGIS
Applications
1 15 (5.79%) Microsoft Excel
2 4 (1.54%) Microsoft Project
3 3 (1.16%) Spreadsheet
4 2 (0.77%) Microsoft Office
4 2 (0.77%) Microsoft PowerPoint
5 1 (0.39%) Photoshop
Business Applications
1 4 (1.54%) Dynamics AX
1 4 (1.54%) Dynamics CRM
2 2 (0.77%) SAP HCM
2 2 (0.77%) Workday HCM
3 1 (0.39%) Cognos Business Intelligence
3 1 (0.39%) SAP S/4HANA
Cloud Services
1 30 (11.58%) Google Analytics
1 30 (11.58%) Microsoft Azure
2 19 (7.34%) AdWords
3 15 (5.79%) Amazon AWS
4 14 (5.41%) Azure Data Factory
4 14 (5.41%) SuccessFactors
5 6 (2.32%) Serverless
6 5 (1.93%) SaaS
7 4 (1.54%) Cortana Intelligence Suite
7 4 (1.54%) GitHub
7 4 (1.54%) IaaS
8 3 (1.16%) Adobe Analytics
9 2 (0.77%) Azure Active Directory
9 2 (0.77%) MailChimp
10 1 (0.39%) Google Cloud Platform
10 1 (0.39%) Google Tag Manager
10 1 (0.39%) Office 365
Communications & Networking
1 4 (1.54%) Internet
2 3 (1.16%) DHCP
2 3 (1.16%) DNS
2 3 (1.16%) FTP
2 3 (1.16%) HTTP
2 3 (1.16%) IPsec
2 3 (1.16%) TCP/IP
3 1 (0.39%) Modbus
Database & Business Intelligence
1 59 (22.78%) Big Data
2 41 (15.83%) SQL Server Reporting Services
3 37 (14.29%) SQL Server Integration Services
4 29 (11.20%) Data Warehouse
5 28 (10.81%) SQL Server Analysis Services
6 26 (10.04%) Power BI
7 23 (8.88%) NoSQL
8 21 (8.11%) SQL Server
9 19 (7.34%) Hazelcast
10 17 (6.56%) Hadoop
11 14 (5.41%) Azure SQL Database
11 14 (5.41%) Data Lake
12 12 (4.63%) SQL Server 2012
13 9 (3.47%) Azure SQL Data Warehouse
13 9 (3.47%) SQL Server 2014
14 8 (3.09%) HDInsight
15 7 (2.70%) BusinessObjects
16 5 (1.93%) BusinessObjects Business Intelligence
16 5 (1.93%) SAP HANA
17 4 (1.54%) DTS
Development Applications
1 14 (5.41%) Git (software)
2 11 (4.25%) Jenkins
3 5 (1.93%) SQL Server Management Studio (SSMS)
4 4 (1.54%) Visual Studio
5 2 (0.77%) Atlassian Bamboo
5 2 (0.77%) Grunt
5 2 (0.77%) Maven
5 2 (0.77%) SonarQube
5 2 (0.77%) TeamCity
6 1 (0.39%) Vagrant
General
1 63 (24.32%) Finance
2 57 (22.01%) Marketing
3 44 (16.99%) Retail
4 21 (8.11%) Banking
5 16 (6.18%) Publishing
6 14 (5.41%) Manufacturing
7 13 (5.02%) Retail Banking
8 12 (4.63%) Advertising
9 9 (3.47%) Brand Awareness
10 6 (2.32%) Legal
11 2 (0.77%) Financial Institution
12 1 (0.39%) Automotive
12 1 (0.39%) Law
12 1 (0.39%) Telecoms
Job Titles
1 50 (19.31%) Developer
2 47 (18.15%) Consultant
3 37 (14.29%) Author
3 37 (14.29%) Technical Author
3 37 (14.29%) Technical Writer
4 36 (13.90%) Analyst
5 27 (10.42%) Java Developer
6 21 (8.11%) Senior Technical Author
6 21 (8.11%) Senior Technical Writer
7 15 (5.79%) Banking Analyst
7 15 (5.79%) Business Analyst
8 14 (5.41%) Business Consultant
9 13 (5.02%) Big Data Developer
9 13 (5.02%) Data Consultant
10 12 (4.63%) Marketing Manager
10 12 (4.63%) Process Analyst
11 11 (4.25%) JavaScript Developer
11 11 (4.25%) Specification Writer
12 10 (3.86%) Senior Developer
13 9 (3.47%) Marketing Executive
Libraries, Frameworks & Software Standards
1 59 (22.78%) XML
2 36 (13.90%) Web Services
3 27 (10.42%) Spring
4 26 (10.04%) Ajax
4 26 (10.04%) REST
5 21 (8.11%) Twitter Bootstrap
6 19 (7.34%) JSON
6 19 (7.34%) KnockoutJS
7 16 (6.18%) HTML
8 10 (3.86%) Kafka
9 9 (3.47%) SOAP
10 6 (2.32%) RESTful
11 4 (1.54%) .NET
11 4 (1.54%) AngularJS
11 4 (1.54%) CSS
12 3 (1.16%) CSS3
12 3 (1.16%) Elastic Stack
12 3 (1.16%) HTML5
12 3 (1.16%) jQuery
12 3 (1.16%) React
Miscellaneous
1 55 (21.24%) Analytical Skills
2 30 (11.58%) Fintech
2 30 (11.58%) Social Media
3 23 (8.88%) User Experience
4 14 (5.41%) Self-Motivation
5 9 (3.47%) Driving Licence
6 5 (1.93%) Greenfield Project
6 5 (1.93%) Linux Command Line
7 4 (1.54%) Enterprise Software
8 3 (1.16%) Algorithms
8 3 (1.16%) Computer Science
8 3 (1.16%) Private Cloud
8 3 (1.16%) Public Cloud
8 3 (1.16%) Replication
9 2 (0.77%) Client/Server
9 2 (0.77%) Credit Risk
9 2 (0.77%) Mobile App
9 2 (0.77%) Taxonomies
10 1 (0.39%) Data Structures
10 1 (0.39%) Learning Management System
Operating Systems
1 6 (2.32%) Linux
2 5 (1.93%) Windows
3 3 (1.16%) VMS
4 2 (0.77%) Android
4 2 (0.77%) CentOS
4 2 (0.77%) Windows 10
5 1 (0.39%) Apple iOS
5 1 (0.39%) Windows Mobile
Processes & Methodologies
1 69 (26.64%) Business Intelligence
2 60 (23.17%) Agile Software Development
3 42 (16.22%) Digital Marketing
4 38 (14.67%) Data Analytics
4 38 (14.67%) E-Commerce
5 30 (11.58%) ETL
6 28 (10.81%) Marketing Strategy
7 27 (10.42%) Business Analytics
8 25 (9.65%) Creative Thinking
9 23 (8.88%) SEO
10 22 (8.49%) OO
11 20 (7.72%) Pay per click
11 20 (7.72%) Problem-Solving
11 20 (7.72%) Workflow
12 16 (6.18%) Email Marketing
12 16 (6.18%) Predictive Analytics
12 16 (6.18%) Social Media Marketing
13 15 (5.79%) CRM
13 15 (5.79%) Machine Learning
14 14 (5.41%) Process Management
Programming Languages
1 56 (21.62%) Java
1 56 (21.62%) SQL
2 39 (15.06%) JavaScript
3 17 (6.56%) Python
4 13 (5.02%) C#
5 10 (3.86%) C
5 10 (3.86%) R
6 9 (3.47%) T-SQL
7 5 (1.93%) VBA
8 4 (1.54%) U-SQL
9 3 (1.16%) Go
9 3 (1.16%) Java 8
9 3 (1.16%) PHP
9 3 (1.16%) PowerShell
10 2 (0.77%) C++
11 1 (0.39%) Bash Shell
11 1 (0.39%) Data Analysis Expressions (DAX)
11 1 (0.39%) Perl
11 1 (0.39%) PL/SQL
Qualifications
1 54 (20.85%) Degree
2 39 (15.06%) PhD
3 10 (3.86%) Security Cleared
4 4 (1.54%) SC Cleared
5 2 (0.77%) CISA
5 2 (0.77%) MCSE
5 2 (0.77%) Microsoft Certification
6 1 (0.39%) Computer Science Degree
6 1 (0.39%) Postgraduate
Quality Assurance & Compliance
1 5 (1.93%) Data Quality
2 2 (0.77%) QA
3 1 (0.39%) GDPR
System Software
1 8 (3.09%) Docker
1 8 (3.09%) HDFS
2 4 (1.54%) Virtual Machines
3 3 (1.16%) Apache ZooKeeper
3 3 (1.16%) VMware Infrastructure
4 2 (0.77%) Active Directory
4 2 (0.77%) Varnish
Systems Management
1 4 (1.54%) Kubernetes
2 3 (1.16%) Ambari
2 3 (1.16%) Cacti
2 3 (1.16%) Docker Swarm
2 3 (1.16%) Kibana
2 3 (1.16%) logstash
2 3 (1.16%) Nagios
2 3 (1.16%) Opscode Chef
2 3 (1.16%) Puppet
3 2 (0.77%) Microsoft Intune
3 2 (0.77%) SCCM
3 2 (0.77%) Single Sign-On
4 1 (0.39%) Ansible
Vendors
1 52 (20.08%) Google
2 36 (13.90%) Microsoft
3 28 (10.81%) Twitter
4 27 (10.42%) SAP
5 9 (3.47%) Facebook
6 8 (3.09%) Salesforce.com
7 7 (2.70%) Tableau
7 7 (2.70%) Talend
8 6 (2.32%) Cloudera
8 6 (2.32%) IBM
8 6 (2.32%) Oracle
9 5 (1.93%) Adobe
10 4 (1.54%) Capita
10 4 (1.54%) Screaming Frog
10 4 (1.54%) ServiceNow
11 3 (1.16%) HubSpot
11 3 (1.16%) Logi
11 3 (1.16%) Logi Analytics
11 3 (1.16%) Splunk
11 3 (1.16%) VMware