Period
to 19 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Birmingham with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 19 February 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
West Midlands > Birmingham
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 150 179 174
Rank change year-on-year +29 -5 +6
Permanent jobs citing Data Analytics 30 22 22
As % of all permanent IT jobs advertised in Birmingham 0.82% 0.53% 0.54%
As % of the Processes & Methodologies category 0.91% 0.59% 0.62%
Number of salaries quoted 26 17 11
Birmingham median annual salary £45,000 £41,000 £40,000
Median salary % change year-on-year +9.76% +2.50% -38.46%
10th Percentile £22,750 £27,500 £19,250
90th Percentile £62,500 £58,000 £77,500
West Midlands median annual salary £42,500 £45,000 £51,459
% change year-on-year -5.56% -12.55% -14.24%

Data 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 3,282 3,741 3,556
As % of all permanent IT jobs advertised in Birmingham 89.97% 90.71% 87.05%
Number of salaries quoted 2,409 2,793 2,945
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 £70,000 £66,250 £67,500
West Midlands median annual salary £42,000 £40,500 £42,500
% change year-on-year +3.70% -4.71% +6.25%

Data Analytics
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Data Analytics in Birmingham

Data Analytics
Salary Trend in Birmingham

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

Salary trend for Data Analytics in Birmingham

Data Analytics
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Data Analytics in Birmingham over the 6 months to 19 February 2018.

Salary histogram for Data Analytics in Birmingham

For the 6 months to 19 February 2018, IT jobs citing Data 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 Data Analytics.

1 30 (100.00%) Analytics
2 16 (53.33%) Business Intelligence
3 15 (50.00%) SQL
4 10 (33.33%) SQL Server
4 10 (33.33%) Agile Software Development
4 10 (33.33%) SQL Server Reporting Services
4 10 (33.33%) SQL Server Integration Services
4 10 (33.33%) SQL Server Analysis Services
5 9 (30.00%) Microsoft Azure
5 9 (30.00%) Data Analysis
6 8 (26.67%) Project Management
6 8 (26.67%) Data Warehouse
6 8 (26.67%) Machine Learning
7 7 (23.33%) Big Data
7 7 (23.33%) Power BI
7 7 (23.33%) CRM
7 7 (23.33%) Microsoft
7 7 (23.33%) Data Management
8 6 (20.00%) Mathematics
8 6 (20.00%) R
8 6 (20.00%) Data Quality
8 6 (20.00%) Python
8 6 (20.00%) ETL
8 6 (20.00%) Analytical Skills
9 5 (16.67%) Docker
9 5 (16.67%) DevOps
9 5 (16.67%) Big Data Analytics
9 5 (16.67%) SQL Server 2012
9 5 (16.67%) SQL Server 2014
9 5 (16.67%) Driving Licence

Data 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 2 (6.67%) SAS
2 1 (3.33%) Apache
2 1 (3.33%) Apache Spark
2 1 (3.33%) Elasticsearch
Applications
1 3 (10.00%) Microsoft Project
2 1 (3.33%) Microsoft Excel
Business Applications
1 3 (10.00%) Dynamics AX
1 3 (10.00%) Dynamics CRM
Cloud Services
1 9 (30.00%) Microsoft Azure
2 5 (16.67%) Azure Data Factory
3 4 (13.33%) Amazon AWS
3 4 (13.33%) Office 365
4 3 (10.00%) GitHub
5 1 (3.33%) Cloud Computing
5 1 (3.33%) Serverless
Communications & Networking
1 1 (3.33%) DHCP
1 1 (3.33%) DNS
1 1 (3.33%) FTP
1 1 (3.33%) HTTP
1 1 (3.33%) IPsec
1 1 (3.33%) TCP/IP
Database & Business Intelligence
1 10 (33.33%) SQL Server
1 10 (33.33%) SQL Server Analysis Services
1 10 (33.33%) SQL Server Integration Services
1 10 (33.33%) SQL Server Reporting Services
2 8 (26.67%) Data Warehouse
3 7 (23.33%) Big Data
3 7 (23.33%) Power BI
4 5 (16.67%) Azure SQL Data Warehouse
4 5 (16.67%) Azure SQL Database
4 5 (16.67%) Data Lake
4 5 (16.67%) SQL Server 2012
4 5 (16.67%) SQL Server 2014
5 4 (13.33%) Hadoop
5 4 (13.33%) HDInsight
6 3 (10.00%) GIS
7 1 (3.33%) MySQL
7 1 (3.33%) PostgreSQL
7 1 (3.33%) QlikView
Development Applications
1 1 (3.33%) Git (software)
1 1 (3.33%) Jenkins
General
1 5 (16.67%) Advertising
1 5 (16.67%) Legal
1 5 (16.67%) Retail
2 3 (10.00%) Banking
3 2 (6.67%) Automotive
4 1 (3.33%) Finance
Job Titles
1 9 (30.00%) Analyst
1 9 (30.00%) Data Analyst
2 5 (16.67%) Business Intelligence Consultant
2 5 (16.67%) Consultant
2 5 (16.67%) Project Manager
2 5 (16.67%) Senior Business Intelligence Consultant
2 5 (16.67%) Senior Consultant
3 4 (13.33%) Business Consultant
3 4 (13.33%) Senior Business Consultant
4 3 (10.00%) Agile Project Manager
4 3 (10.00%) Business Intelligence Manager
4 3 (10.00%) Business Intelligence Project Manager
4 3 (10.00%) Head of Presales
4 3 (10.00%) Head of Sales
4 3 (10.00%) Technical Manager
4 3 (10.00%) Technical Project Manager
5 2 (6.67%) Commercial Project Manager
5 2 (6.67%) Data Quality Analyst
5 2 (6.67%) Data Scientist
5 2 (6.67%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 3 (10.00%) RESTful
1 3 (10.00%) Web Services
2 2 (6.67%) HTML
3 1 (3.33%) .NET
3 1 (3.33%) Elastic Stack
3 1 (3.33%) Hibernate
3 1 (3.33%) Kafka
3 1 (3.33%) Middleware
3 1 (3.33%) OpenCV
3 1 (3.33%) Spring
Miscellaneous
1 6 (20.00%) Analytical Skills
2 5 (16.67%) Driving Licence
3 2 (6.67%) Algorithms
3 2 (6.67%) Computer Science
4 1 (3.33%) Fintech
4 1 (3.33%) Greenfield Project
4 1 (3.33%) Linux Command Line
4 1 (3.33%) Private Cloud
4 1 (3.33%) Public Cloud
Operating Systems
1 3 (10.00%) Linux
2 1 (3.33%) VMS
2 1 (3.33%) Windows
Processes & Methodologies
1 30 (100.00%) Analytics
2 16 (53.33%) Business Intelligence
3 10 (33.33%) Agile Software Development
4 9 (30.00%) Data Analysis
5 8 (26.67%) Machine Learning
5 8 (26.67%) Project Management
6 7 (23.33%) CRM
6 7 (23.33%) Data Management
7 6 (20.00%) ETL
7 6 (20.00%) Mathematics
8 5 (16.67%) Big Data Analytics
8 5 (16.67%) Business Analysis
8 5 (16.67%) DevOps
8 5 (16.67%) PRINCE
8 5 (16.67%) Stakeholder Management
8 5 (16.67%) Waterfall
8 5 (16.67%) Workflow
9 4 (13.33%) Data Visualisation
9 4 (13.33%) Statistical Modelling
9 4 (13.33%) Visualisation
Programming Languages
1 15 (50.00%) SQL
2 6 (20.00%) Python
2 6 (20.00%) R
3 4 (13.33%) VBA
4 2 (6.67%) Java
5 1 (3.33%) Bash Shell
5 1 (3.33%) C++
5 1 (3.33%) Go
5 1 (3.33%) Perl
5 1 (3.33%) PL/SQL
5 1 (3.33%) PowerShell
Qualifications
1 5 (16.67%) Degree
2 1 (3.33%) Numerate Degree
2 1 (3.33%) PhD
Quality Assurance & Compliance
1 6 (20.00%) Data Quality
2 2 (6.67%) QA
System Software
1 5 (16.67%) Docker
2 4 (13.33%) HDFS
3 1 (3.33%) Apache ZooKeeper
3 1 (3.33%) VMware Infrastructure
Systems Management
1 2 (6.67%) Kubernetes
2 1 (3.33%) Ambari
2 1 (3.33%) Ansible
2 1 (3.33%) Cacti
2 1 (3.33%) Docker Swarm
2 1 (3.33%) Kibana
2 1 (3.33%) logstash
2 1 (3.33%) Nagios
2 1 (3.33%) Opscode Chef
2 1 (3.33%) Puppet
Vendors
1 7 (23.33%) Microsoft
2 3 (10.00%) Google
2 3 (10.00%) IBM
2 3 (10.00%) Oracle
2 3 (10.00%) Salesforce.com
2 3 (10.00%) SAP
2 3 (10.00%) ServiceNow
3 2 (6.67%) Tableau
4 1 (3.33%) Siebel
4 1 (3.33%) Splunk
4 1 (3.33%) VMware