Period
to 21 March 2019

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 21 March 2019 with a comparison to the same period in the previous 2 years.

Analytics
West Midlands > Birmingham
6 months to
21 Mar 2019
Same period 2018 Same period 2017
Rank 67 51 108
Rank change year-on-year -16 +57 -7
Permanent jobs citing Analytics 130 181 80
As % of all permanent IT jobs advertised in Birmingham 4.04% 4.86% 2.03%
As % of the Processes & Methodologies category 4.39% 5.29% 2.20%
Number of salaries quoted 100 168 65
Birmingham median annual salary £50,000 £52,500 £45,000
Median salary % change year-on-year -4.76% +16.67% -5.26%
10th Percentile £28,725 £26,250 £27,500
90th Percentile £78,000 £70,000 £81,250
West Midlands median annual salary £44,500 £44,000 £40,000
% change year-on-year +1.14% +10.00% -5.88%

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 2,961 3,424 3,644
As % of all permanent IT jobs advertised in Birmingham 91.96% 91.94% 92.49%
Number of salaries quoted 2,104 2,487 2,788
Birmingham median annual salary £47,500 £45,000 £44,750
Median salary % change year-on-year +5.56% +0.56% +5.29%
10th Percentile £27,923 £26,250 £26,250
90th Percentile £76,250 £70,000 £66,250
West Midlands median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% -2.38%

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 21 March 2019.

Salary histogram for Analytics in Birmingham

For the 6 months to 21 March 2019, 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 61 (46.92%) Data Analytics
2 56 (43.08%) Business Intelligence
3 54 (41.54%) Analytical Skills
4 53 (40.77%) SQL
4 53 (40.77%) Agile Software Development
5 47 (36.15%) Power BI
6 45 (34.62%) Visualisation
7 44 (33.85%) Problem-Solving
8 43 (33.08%) Microsoft Azure
9 41 (31.54%) Microsoft
10 40 (30.77%) SQL Server
10 40 (30.77%) Tableau
11 33 (25.38%) Python
12 28 (21.54%) Data Warehouse
12 28 (21.54%) Data Quality
13 27 (20.77%) ETL
14 23 (17.69%) Project Management
14 23 (17.69%) Finance
14 23 (17.69%) Stakeholder Management
14 23 (17.69%) R
14 23 (17.69%) Data Visualisation
14 23 (17.69%) User Experience
15 22 (16.92%) GDPR
16 18 (13.85%) Amazon AWS
16 18 (13.85%) SQL Server Reporting Services
16 18 (13.85%) QlikView
17 17 (13.08%) SQL Server Analysis Services
17 17 (13.08%) SQL Server Integration Services
17 17 (13.08%) Data Cleansing
17 17 (13.08%) Hadoop

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 17 (13.08%) SAS
2 16 (12.31%) SharePoint
3 11 (8.46%) Skype for Business
4 6 (4.62%) Apache Spark
5 2 (1.54%) CMS
5 2 (1.54%) DNN
6 1 (0.77%) Elasticsearch
6 1 (0.77%) Marvel
Applications
1 3 (2.31%) Adobe Creative Suite
1 3 (2.31%) Adobe Illustrator
1 3 (2.31%) Microsoft Office
1 3 (2.31%) Photoshop
1 3 (2.31%) SPSS
2 2 (1.54%) Microsoft Excel
3 1 (0.77%) Microsoft Project
Business Applications
1 3 (2.31%) Dynamics CRM
1 3 (2.31%) WebTrends
2 2 (1.54%) Dynamics AX
Cloud Services
1 43 (33.08%) Microsoft Azure
2 18 (13.85%) Amazon AWS
3 15 (11.54%) PaaS
4 14 (10.77%) Office 365
5 13 (10.00%) SaaS
6 11 (8.46%) IaaS
6 11 (8.46%) OneDrive
7 6 (4.62%) Google Analytics
8 3 (2.31%) Dynamics 365
8 3 (2.31%) Google Cloud Platform
8 3 (2.31%) Slack
8 3 (2.31%) Trello
9 2 (1.54%) Azure Data Factory
9 2 (1.54%) Cloud Computing
10 1 (0.77%) AdWords
10 1 (0.77%) Azure Machine Learning
10 1 (0.77%) Serverless
Communications & Networking
1 13 (10.00%) Internet
2 11 (8.46%) Skype
3 3 (2.31%) Intranet
4 2 (1.54%) FTP
Database & Business Intelligence
1 47 (36.15%) Power BI
2 40 (30.77%) SQL Server
3 28 (21.54%) Data Warehouse
4 18 (13.85%) QlikView
4 18 (13.85%) SQL Server Reporting Services
5 17 (13.08%) Hadoop
5 17 (13.08%) SQL Server Analysis Services
5 17 (13.08%) SQL Server Integration Services
6 15 (11.54%) NoSQL
7 13 (10.00%) Big Data
8 8 (6.15%) Azure SQL Database
8 8 (6.15%) Text Mining
9 6 (4.62%) Azure SQL Data Warehouse
9 6 (4.62%) MongoDB
10 5 (3.85%) Apache Cassandra
10 5 (3.85%) Apache Hive
10 5 (3.85%) Data Lake
10 5 (3.85%) Neo4j
11 4 (3.08%) HBase
11 4 (3.08%) Spotfire
Development Applications
1 7 (5.38%) Visual Studio
2 5 (3.85%) Visual Studio Team System
3 4 (3.08%) Jenkins
4 3 (2.31%) Axure RP
4 3 (2.31%) JIRA
5 2 (1.54%) SQL Server Management Studio (SSMS)
6 1 (0.77%) Atlassian Bamboo
6 1 (0.77%) ERwin
General
1 23 (17.69%) Finance
2 14 (10.77%) Legal
3 11 (8.46%) General Ledger
4 4 (3.08%) Publishing
4 4 (3.08%) Retail
5 3 (2.31%) Marketing
6 2 (1.54%) Banking
6 2 (1.54%) Digital Economy
6 2 (1.54%) Local Government
7 1 (0.77%) Manufacturing
Job Titles
1 29 (22.31%) Analyst
2 26 (20.00%) Developer
3 17 (13.08%) Architect
4 15 (11.54%) Data Manager
5 13 (10.00%) Business Analyst
5 13 (10.00%) Designer
5 13 (10.00%) UX Designer
6 12 (9.23%) Business Intelligence Developer
7 11 (8.46%) Office 365 Business Analyst
7 11 (8.46%) UI Designer
7 11 (8.46%) UI/UX Designer
8 10 (7.69%) Consultant
9 8 (6.15%) Analytics Developer
9 8 (6.15%) Analytics Manager
9 8 (6.15%) Data Analyst
9 8 (6.15%) Data Analytics Manager
9 8 (6.15%) Forensic Manager
10 7 (5.38%) Java Developer
10 7 (5.38%) Java Developer - Fintech
11 6 (4.62%) Senior Manager
Libraries, Frameworks & Software Standards
1 13 (10.00%) .NET
2 9 (6.92%) ASP.NET
3 8 (6.15%) Node.js
3 8 (6.15%) Web Services
4 7 (5.38%) JMS
4 7 (5.38%) Spring
5 6 (4.62%) AngularJS
5 6 (4.62%) CSS
5 6 (4.62%) HTML
5 6 (4.62%) React
6 5 (3.85%) ASP.NET Web API
6 5 (3.85%) Ionic Framework
7 4 (3.08%) .NET Framework
7 4 (3.08%) ASP.NET Core
7 4 (3.08%) ASP.NET MVC
7 4 (3.08%) ASP.NET Web Forms
7 4 (3.08%) D3.js
8 3 (2.31%) Apache Flex
8 3 (2.31%) JSON
8 3 (2.31%) XML
Miscellaneous
1 54 (41.54%) Analytical Skills
2 23 (17.69%) User Experience
3 13 (10.00%) Self-Motivation
4 10 (7.69%) Enterprise Software
4 10 (7.69%) Internet of Things
5 7 (5.38%) Fintech
6 6 (4.62%) NHS
7 5 (3.85%) Management Information System
7 5 (3.85%) Mobile App
8 3 (2.31%) Algorithms
9 2 (1.54%) Greenfield Project
9 2 (1.54%) PMI
9 2 (1.54%) Taxonomies
10 1 (0.77%) Cloud Native
Operating Systems
1 7 (5.38%) Linux
Processes & Methodologies
1 61 (46.92%) Data Analytics
2 56 (43.08%) Business Intelligence
3 53 (40.77%) Agile Software Development
4 45 (34.62%) Visualisation
5 44 (33.85%) Problem-Solving
6 27 (20.77%) ETL
7 23 (17.69%) Data Visualisation
7 23 (17.69%) Project Management
7 23 (17.69%) Stakeholder Management
8 17 (13.08%) Data Cleansing
9 16 (12.31%) Data Analysis
10 15 (11.54%) Data Modelling
10 15 (11.54%) Test Automation
11 14 (10.77%) Data Management
11 14 (10.77%) Information Management
12 13 (10.00%) Artificial Intelligence
12 13 (10.00%) Presales
12 13 (10.00%) Usability Testing
13 12 (9.23%) Coaching
13 12 (9.23%) Requirements Analysis
Programming Languages
1 53 (40.77%) SQL
2 33 (25.38%) Python
3 23 (17.69%) R
4 11 (8.46%) Java
5 5 (3.85%) T-SQL
6 3 (2.31%) C#
6 3 (2.31%) PL/SQL
7 2 (1.54%) C++
7 2 (1.54%) MATLAB
7 2 (1.54%) VB
7 2 (1.54%) VBA
Qualifications
1 12 (9.23%) Degree
2 3 (2.31%) Security Cleared
3 2 (1.54%) PMI Certification
3 2 (1.54%) SC Cleared
4 1 (0.77%) Computer Science Degree
4 1 (0.77%) Microsoft Certification
4 1 (0.77%) PMP
Quality Assurance & Compliance
1 28 (21.54%) Data Quality
2 22 (16.92%) GDPR
3 4 (3.08%) QA
4 1 (0.77%) PMO
System Software
1 3 (2.31%) Active Directory
2 1 (0.77%) Docker
Systems Management
1 1 (0.77%) Docker Swarm
1 1 (0.77%) Hadoop YARN
1 1 (0.77%) Kubernetes
Vendors
1 41 (31.54%) Microsoft
2 40 (30.77%) Tableau
3 13 (10.00%) Adobe
4 12 (9.23%) Alteryx
5 11 (8.46%) Google
6 8 (6.15%) Informatica
7 6 (4.62%) Oracle
8 5 (3.85%) IBM
8 5 (3.85%) Xamarin
9 4 (3.08%) Salesforce.com
9 4 (3.08%) UiPath
10 3 (2.31%) NEC
11 2 (1.54%) MuleSoft
11 2 (1.54%) Talend
12 1 (0.77%) Casewise
12 1 (0.77%) Cloudera
12 1 (0.77%) DeepCrawl
12 1 (0.77%) Facebook
12 1 (0.77%) Hortonworks
12 1 (0.77%) Screaming Frog