Period
to 25 May 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 25 May 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
West Midlands > Birmingham
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 153 174 180
Rank change year-on-year +21 +6 -10
Permanent jobs citing Data Analytics 40 11 22
As % of all permanent IT jobs advertised in Birmingham 1.05% 0.30% 0.49%
As % of the Processes & Methodologies category 1.16% 0.33% 0.55%
Number of salaries quoted 35 7 15
Birmingham median annual salary £55,000 £35,000 £40,000
Median salary % change year-on-year +57.14% -12.50% -33.33%
10th Percentile £31,250 £25,250 £27,650
90th Percentile £62,500 £53,250 £85,000
West Midlands median annual salary £48,750 £37,000 £53,750
% change year-on-year +31.76% -31.16% +19.44%

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 3,452 3,384 3,993
As % of all permanent IT jobs advertised in Birmingham 90.91% 91.16% 88.46%
Number of salaries quoted 2,443 2,671 3,089
Birmingham median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £70,000 £65,000 £70,000
West Midlands median annual salary £42,500 £40,000 £42,500
% change year-on-year +6.25% -5.88% +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 25 May 2018.

Salary histogram for Data Analytics in Birmingham

For the 6 months to 25 May 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 40 (100.00%) Analytics
2 23 (57.50%) Business Intelligence
3 20 (50.00%) SQL
3 20 (50.00%) Microsoft Azure
4 18 (45.00%) SQL Server Analysis Services
4 18 (45.00%) SQL Server Reporting Services
4 18 (45.00%) SQL Server Integration Services
5 17 (42.50%) Machine Learning
5 17 (42.50%) Microsoft
6 16 (40.00%) Big Data
7 14 (35.00%) Azure SQL Database
7 14 (35.00%) Power BI
7 14 (35.00%) Data Lake
7 14 (35.00%) Azure Data Factory
8 13 (32.50%) SQL Server
9 11 (27.50%) Python
9 11 (27.50%) Data Warehouse
9 11 (27.50%) Advertising
10 10 (25.00%) Azure SQL Data Warehouse
10 10 (25.00%) Data Science
10 10 (25.00%) SQL Server 2014
10 10 (25.00%) SQL Server 2012
10 10 (25.00%) Driving Licence
11 9 (22.50%) Docker
11 9 (22.50%) HDFS
11 9 (22.50%) DevOps
11 9 (22.50%) HDInsight
11 9 (22.50%) ETL
11 9 (22.50%) Hadoop
12 8 (20.00%) Project Management

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 3 (7.50%) Apache
1 3 (7.50%) Apache Spark
1 3 (7.50%) Elasticsearch
2 2 (5.00%) SAS
Applications
1 4 (10.00%) Microsoft Project
Business Applications
1 4 (10.00%) Dynamics AX
1 4 (10.00%) Dynamics CRM
Cloud Services
1 20 (50.00%) Microsoft Azure
2 14 (35.00%) Azure Data Factory
3 6 (15.00%) Amazon AWS
4 4 (10.00%) Cortana Intelligence Suite
4 4 (10.00%) GitHub
4 4 (10.00%) IaaS
4 4 (10.00%) Serverless
5 2 (5.00%) Office 365
6 1 (2.50%) Cloud Computing
6 1 (2.50%) SaaS
Communications & Networking
1 3 (7.50%) DHCP
1 3 (7.50%) DNS
1 3 (7.50%) FTP
1 3 (7.50%) HTTP
1 3 (7.50%) IPsec
1 3 (7.50%) TCP/IP
Database & Business Intelligence
1 18 (45.00%) SQL Server Analysis Services
1 18 (45.00%) SQL Server Integration Services
1 18 (45.00%) SQL Server Reporting Services
2 16 (40.00%) Big Data
3 14 (35.00%) Azure SQL Database
3 14 (35.00%) Data Lake
3 14 (35.00%) Power BI
4 13 (32.50%) SQL Server
5 11 (27.50%) Data Warehouse
6 10 (25.00%) Azure SQL Data Warehouse
6 10 (25.00%) SQL Server 2012
6 10 (25.00%) SQL Server 2014
7 9 (22.50%) Hadoop
7 9 (22.50%) HDInsight
8 4 (10.00%) GIS
9 1 (2.50%) MySQL
9 1 (2.50%) PostgreSQL
Development Applications
1 7 (17.50%) Git (software)
2 4 (10.00%) Visual Studio
3 3 (7.50%) Jenkins
General
1 11 (27.50%) Advertising
2 6 (15.00%) Banking
3 4 (10.00%) Finance
3 4 (10.00%) Legal
3 4 (10.00%) Marketing
3 4 (10.00%) Retail
4 2 (5.00%) Financial Institution
5 1 (2.50%) Automotive
5 1 (2.50%) Telecoms
Job Titles
1 14 (35.00%) Consultant
2 9 (22.50%) Business Intelligence Consultant
2 9 (22.50%) Data Consultant
3 8 (20.00%) Senior Consultant
4 6 (15.00%) Analyst
4 6 (15.00%) Data Analyst
5 5 (12.50%) Data Warehouse Consultant
5 5 (12.50%) DevOps Engineer
5 5 (12.50%) Senior Business Intelligence Consultant
6 4 (10.00%) Analytics Consultant
6 4 (10.00%) Azure Consultant
6 4 (10.00%) Business Consultant
6 4 (10.00%) Business Intelligence Manager
6 4 (10.00%) Data Analytics Consultant
6 4 (10.00%) Head of Presales
6 4 (10.00%) Head of Sales
6 4 (10.00%) Microsoft BI Consultant
6 4 (10.00%) Power BI Consultant
6 4 (10.00%) Senior Business Consultant
6 4 (10.00%) Tableau Consultant
Libraries, Frameworks & Software Standards
1 4 (10.00%) RESTful
1 4 (10.00%) Web Services
2 3 (7.50%) Elastic Stack
2 3 (7.50%) Kafka
3 2 (5.00%) HTML
4 1 (2.50%) .NET
Miscellaneous
1 10 (25.00%) Driving Licence
2 5 (12.50%) Analytical Skills
3 3 (7.50%) Algorithms
3 3 (7.50%) Fintech
3 3 (7.50%) Greenfield Project
3 3 (7.50%) Linux Command Line
3 3 (7.50%) Private Cloud
3 3 (7.50%) Public Cloud
Operating Systems
1 5 (12.50%) Linux
2 3 (7.50%) VMS
2 3 (7.50%) Windows
Processes & Methodologies
1 40 (100.00%) Analytics
2 23 (57.50%) Business Intelligence
3 17 (42.50%) Machine Learning
4 10 (25.00%) Data Science
5 9 (22.50%) DevOps
5 9 (22.50%) ETL
6 8 (20.00%) Agile Software Development
6 8 (20.00%) Presales
6 8 (20.00%) Project Management
6 8 (20.00%) Service Delivery
7 7 (17.50%) Big Data Analytics
7 7 (17.50%) CRM
8 6 (15.00%) Data Analysis
8 6 (15.00%) Data Management
8 6 (15.00%) Mathematics
8 6 (15.00%) Stakeholder Management
8 6 (15.00%) Use Case
9 5 (12.50%) Business Analytics
9 5 (12.50%) Continuous Integration
9 5 (12.50%) Statistics
Programming Languages
1 20 (50.00%) SQL
2 11 (27.50%) Python
3 5 (12.50%) R
4 4 (10.00%) C#
4 4 (10.00%) U-SQL
5 3 (7.50%) Go
5 3 (7.50%) PowerShell
6 2 (5.00%) Bash Shell
6 2 (5.00%) C++
6 2 (5.00%) Java
6 2 (5.00%) Perl
6 2 (5.00%) VBA
7 1 (2.50%) PL/SQL
Qualifications
1 6 (15.00%) Degree
2 1 (2.50%) Numerate Degree
Quality Assurance & Compliance
1 4 (10.00%) Data Quality
2 2 (5.00%) QA
System Software
1 9 (22.50%) Docker
1 9 (22.50%) HDFS
2 4 (10.00%) Virtual Machines
3 3 (7.50%) Apache ZooKeeper
3 3 (7.50%) VMware Infrastructure
Systems Management
1 5 (12.50%) Kubernetes
2 3 (7.50%) Ambari
2 3 (7.50%) Cacti
2 3 (7.50%) Docker Swarm
2 3 (7.50%) Kibana
2 3 (7.50%) logstash
2 3 (7.50%) Nagios
2 3 (7.50%) Opscode Chef
2 3 (7.50%) Puppet
3 2 (5.00%) Ansible
Vendors
1 17 (42.50%) Microsoft
2 4 (10.00%) Google
2 4 (10.00%) IBM
2 4 (10.00%) Oracle
2 4 (10.00%) Salesforce.com
2 4 (10.00%) SAP
2 4 (10.00%) ServiceNow
2 4 (10.00%) Tableau
3 3 (7.50%) Splunk
3 3 (7.50%) VMware