Period
to 18 August 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 18 August 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
West Midlands > Birmingham
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 169 170 203
Rank change year-on-year +1 +33 -22
Permanent jobs citing Data Analytics 36 24 15
As % of all permanent IT jobs advertised in Birmingham 0.92% 0.61% 0.32%
As % of the Processes & Methodologies category 1.01% 0.67% 0.35%
Number of salaries quoted 34 19 15
Birmingham median annual salary £55,000 £47,500 £40,000
Median salary % change year-on-year +15.79% +18.75% +17.65%
10th Percentile £37,650 £25,250 £29,000
90th Percentile £67,500 £60,000 £71,500
West Midlands median annual salary £50,000 £47,500 £52,500
% change year-on-year +5.26% -9.52% +43.84%

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 3,558 3,602 4,253
As % of all permanent IT jobs advertised in Birmingham 91.11% 91.79% 89.65%
Number of salaries quoted 2,539 2,914 3,125
Birmingham median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,250 £27,500 £25,625
90th Percentile £70,000 £65,000 £70,000
West Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +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 18 August 2018.

Salary histogram for Data Analytics in Birmingham

For the 6 months to 18 August 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 36 (100.00%) Analytics
2 20 (55.56%) Business Intelligence
3 15 (41.67%) SQL
3 15 (41.67%) SQL Server Reporting Services
3 15 (41.67%) SQL Server Integration Services
4 14 (38.89%) SQL Server Analysis Services
5 13 (36.11%) Microsoft
5 13 (36.11%) Microsoft Azure
6 12 (33.33%) Big Data
6 12 (33.33%) Power BI
7 11 (30.56%) Data Warehouse
7 11 (30.56%) Data Lake
7 11 (30.56%) Azure Data Factory
7 11 (30.56%) Azure SQL Database
8 10 (27.78%) Machine Learning
9 9 (25.00%) Agile Software Development
10 8 (22.22%) Advertising
10 8 (22.22%) Data Science
11 7 (19.44%) Azure SQL Data Warehouse
11 7 (19.44%) HDInsight
11 7 (19.44%) Driving Licence
11 7 (19.44%) SQL Server 2014
11 7 (19.44%) SQL Server 2012
11 7 (19.44%) Hadoop
11 7 (19.44%) HDFS
11 7 (19.44%) Degree
11 7 (19.44%) Python
11 7 (19.44%) SQL Server
12 6 (16.67%) ETL
12 6 (16.67%) Service Delivery

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 (5.56%) Apache
1 2 (5.56%) Apache Spark
1 2 (5.56%) Elasticsearch
2 1 (2.78%) ArcGIS
2 1 (2.78%) CMS
Applications
1 1 (2.78%) Microsoft Excel
1 1 (2.78%) Microsoft PowerPoint
1 1 (2.78%) Microsoft Project
Business Applications
1 1 (2.78%) Dynamics AX
1 1 (2.78%) Dynamics CRM
Cloud Services
1 13 (36.11%) Microsoft Azure
2 11 (30.56%) Azure Data Factory
3 5 (13.89%) Serverless
4 4 (11.11%) Cortana Intelligence Suite
4 4 (11.11%) IaaS
5 2 (5.56%) Amazon AWS
6 1 (2.78%) GitHub
6 1 (2.78%) SaaS
Communications & Networking
1 2 (5.56%) DHCP
1 2 (5.56%) DNS
1 2 (5.56%) FTP
1 2 (5.56%) HTTP
1 2 (5.56%) IPsec
1 2 (5.56%) TCP/IP
Database & Business Intelligence
1 15 (41.67%) SQL Server Integration Services
1 15 (41.67%) SQL Server Reporting Services
2 14 (38.89%) SQL Server Analysis Services
3 12 (33.33%) Big Data
3 12 (33.33%) Power BI
4 11 (30.56%) Azure SQL Database
4 11 (30.56%) Data Lake
4 11 (30.56%) Data Warehouse
5 7 (19.44%) Azure SQL Data Warehouse
5 7 (19.44%) Hadoop
5 7 (19.44%) HDInsight
5 7 (19.44%) SQL Server
5 7 (19.44%) SQL Server 2012
5 7 (19.44%) SQL Server 2014
6 2 (5.56%) GIS
7 1 (2.78%) BusinessObjects
7 1 (2.78%) Data Mining
7 1 (2.78%) Geospatial Data
7 1 (2.78%) QlikView
7 1 (2.78%) Spotfire
Development Applications
1 6 (16.67%) Git (software)
2 4 (11.11%) Visual Studio
3 2 (5.56%) Jenkins
General
1 8 (22.22%) Advertising
2 4 (11.11%) Finance
2 4 (11.11%) Marketing
2 4 (11.11%) Retail
3 3 (8.33%) Banking
3 3 (8.33%) Legal
4 2 (5.56%) Financial Institution
5 1 (2.78%) Brand Awareness
5 1 (2.78%) Local Government
5 1 (2.78%) Manufacturing
5 1 (2.78%) Telecoms
Job Titles
1 12 (33.33%) Consultant
2 11 (30.56%) Data Consultant
3 7 (19.44%) Data Warehouse Consultant
4 6 (16.67%) Azure Consultant
5 4 (11.11%) Analytics Consultant
5 4 (11.11%) Audit Manager
5 4 (11.11%) Business Intelligence Consultant
5 4 (11.11%) Data Analytics Consultant
5 4 (11.11%) IT Audit Manager
5 4 (11.11%) IT Manager
5 4 (11.11%) Microsoft BI Consultant
5 4 (11.11%) Power BI Consultant
5 4 (11.11%) Tableau Consultant
6 3 (8.33%) Analyst
6 3 (8.33%) Architect
6 3 (8.33%) DevOps Engineer
6 3 (8.33%) Machine Learning Engineer
6 3 (8.33%) Project Manager
6 3 (8.33%) Senior Consultant
6 3 (8.33%) Senior Data Warehouse Consultant
Libraries, Frameworks & Software Standards
1 2 (5.56%) Elastic Stack
1 2 (5.56%) Kafka
2 1 (2.78%) .NET
2 1 (2.78%) CGI
2 1 (2.78%) Hibernate
2 1 (2.78%) J2EE
2 1 (2.78%) Middleware
2 1 (2.78%) RESTful
2 1 (2.78%) Spring
2 1 (2.78%) Web Services
Miscellaneous
1 7 (19.44%) Driving Licence
2 2 (5.56%) Algorithms
2 2 (5.56%) Analytical Skills
2 2 (5.56%) Computer Science
2 2 (5.56%) Fintech
2 2 (5.56%) Greenfield Project
2 2 (5.56%) Linux Command Line
2 2 (5.56%) Private Cloud
2 2 (5.56%) Public Cloud
3 1 (2.78%) Graphic Design
3 1 (2.78%) Management Information System
3 1 (2.78%) User Experience
Operating Systems
1 3 (8.33%) Linux
2 2 (5.56%) VMS
2 2 (5.56%) Windows
Processes & Methodologies
1 36 (100.00%) Analytics
2 20 (55.56%) Business Intelligence
3 10 (27.78%) Machine Learning
4 9 (25.00%) Agile Software Development
5 8 (22.22%) Data Science
6 6 (16.67%) ETL
6 6 (16.67%) Presales
6 6 (16.67%) Service Delivery
7 5 (13.89%) Continuous Integration
7 5 (13.89%) DevOps
7 5 (13.89%) Project Management
8 4 (11.11%) Big Data Analytics
8 4 (11.11%) Data Management
8 4 (11.11%) Information Security
8 4 (11.11%) IT Audit
8 4 (11.11%) Open Source
8 4 (11.11%) Waterfall
9 3 (8.33%) Scrum
9 3 (8.33%) Validation
9 3 (8.33%) Workflow
Programming Languages
1 15 (41.67%) SQL
2 7 (19.44%) Python
3 4 (11.11%) C#
3 4 (11.11%) U-SQL
4 3 (8.33%) Java
5 2 (5.56%) C++
5 2 (5.56%) Go
5 2 (5.56%) PowerShell
6 1 (2.78%) Bash Shell
6 1 (2.78%) Java 8
6 1 (2.78%) JavaScript
6 1 (2.78%) Perl
6 1 (2.78%) R
Qualifications
1 7 (19.44%) Degree
2 4 (11.11%) CISA
3 2 (5.56%) Computer Science Degree
4 1 (2.78%) Master's Degree
4 1 (2.78%) Postgraduate
4 1 (2.78%) SC Cleared
4 1 (2.78%) Security Cleared
Quality Assurance & Compliance
1 3 (8.33%) Data Quality
2 2 (5.56%) QA
3 1 (2.78%) GDPR
System Software
1 7 (19.44%) HDFS
2 4 (11.11%) Docker
2 4 (11.11%) Virtual Machines
3 2 (5.56%) Apache ZooKeeper
3 2 (5.56%) VMware Infrastructure
Systems Management
1 3 (8.33%) Kubernetes
2 2 (5.56%) Ambari
2 2 (5.56%) Cacti
2 2 (5.56%) Docker Swarm
2 2 (5.56%) Kibana
2 2 (5.56%) logstash
2 2 (5.56%) Nagios
2 2 (5.56%) Opscode Chef
2 2 (5.56%) Puppet
3 1 (2.78%) Ansible
Vendors
1 13 (36.11%) Microsoft
2 5 (13.89%) Tableau
3 2 (5.56%) IBM
3 2 (5.56%) Salesforce.com
3 2 (5.56%) SAP
3 2 (5.56%) Splunk
3 2 (5.56%) VMware
4 1 (2.78%) Cognos
4 1 (2.78%) ESRI
4 1 (2.78%) Google
4 1 (2.78%) MicroStrategy
4 1 (2.78%) Oracle
4 1 (2.78%) ServiceNow