Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Business Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Business Analytics over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Business Analytics
England > North West
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 348 336 270
Rank change year-on-year -12 -66 +87
Permanent jobs citing Business Analytics 26 22 82
As % of all permanent IT jobs advertised in the North West 0.20% 0.18% 0.63%
As % of the Processes & Methodologies category 0.22% 0.20% 0.71%
Number of salaries quoted 16 22 36
North West median annual salary £42,500 £50,000 £39,250
Median salary % change year-on-year -15.00% +27.39% -31.74%
10th Percentile £30,000 £31,375 £30,500
90th Percentile £75,625 £61,875 £44,750
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - -2.65%

Business 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 the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11909 11223 11591
As % of all permanent IT jobs advertised in the North West 89.90% 89.76% 89.42%
Number of salaries quoted 9463 9353 9582
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Business Analytics
Job Vacancy Trend in the North West

Job postings citing Business Analytics as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Business Analytics in the North West

Business Analytics
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Business Analytics in the North West.

Salary trend for Business Analytics in the North West

Business Analytics
Salary Histogram in the North West

The salary distribution of IT jobs citing Business Analytics in the North West over the 6 months to 23 November 2017.

Salary histogram for Business Analytics in the North West

Business Analytics
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Business Analytics within the North West region over the 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheshire -20 12 £35,000 -
Manchester -22 11 £58,750 +11.90% 1
Lancashire - 3 - -
Business Analytics
England

For the 6 months to 23 November 2017, IT jobs citing Business Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for Business Analytics.

1 26 (100.00%) Analytics
2 21 (80.77%) Business Intelligence
3 13 (50.00%) Finance
4 10 (38.46%) SQL
4 10 (38.46%) Data Analysis
5 9 (34.62%) Data Analytics
5 9 (34.62%) Big Data
6 8 (30.77%) Service Management
6 8 (30.77%) Data Quality
6 8 (30.77%) Data Integration
6 8 (30.77%) Data Management
6 8 (30.77%) Information Management
6 8 (30.77%) SQL Server Reporting Services
7 7 (26.92%) Social Media
7 7 (26.92%) Management Information System
8 6 (23.08%) Crystal Reports
8 6 (23.08%) Web Services
8 6 (23.08%) Cognizant
8 6 (23.08%) Data Governance
8 6 (23.08%) Performance Management
8 6 (23.08%) Big Data Analytics
9 5 (19.23%) SDLC
9 5 (19.23%) TOGAF
9 5 (19.23%) QlikView
9 5 (19.23%) OOP
9 5 (19.23%) OOA/OOD
9 5 (19.23%) SOA
9 5 (19.23%) Banking
10 4 (15.38%) Microsoft
10 4 (15.38%) SQL Server

Business Analytics
Co-occurring IT Skills in the North West 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 (7.69%) SAS
2 1 (3.85%) Apache Spark
Applications
1 3 (11.54%) Microsoft Office
Business Applications
1 3 (11.54%) Dynamics AX
Cloud Services
1 1 (3.85%) Amazon AWS
1 1 (3.85%) SaaS
Communications & Networking
1 1 (3.85%) Intranet
Database & Business Intelligence
1 9 (34.62%) Big Data
2 8 (30.77%) SQL Server Reporting Services
3 6 (23.08%) Crystal Reports
4 5 (19.23%) QlikView
5 4 (15.38%) SQL Server
6 3 (11.54%) Data Warehouse
6 3 (11.54%) Power BI
7 2 (7.69%) NoSQL
7 2 (7.69%) Qlik Sense
7 2 (7.69%) SQL Server 2016
7 2 (7.69%) SQL Server Analysis Services
7 2 (7.69%) SQL Server Integration Services
8 1 (3.85%) Data Mining
8 1 (3.85%) Hadoop
8 1 (3.85%) PostgreSQL
Development Applications
1 2 (7.69%) SQL Server Management Studio (SSMS)
2 1 (3.85%) Atlassian Bamboo
2 1 (3.85%) JIRA
2 1 (3.85%) Selenium
2 1 (3.85%) TestRail
General
1 13 (50.00%) Finance
2 5 (19.23%) Banking
3 3 (11.54%) Retail
4 1 (3.85%) Electronics
4 1 (3.85%) Marketing
Job Titles
1 9 (34.62%) Developer
2 7 (26.92%) Architect
2 7 (26.92%) Business Developer
3 6 (23.08%) Analytics Developer
4 5 (19.23%) Consultant
4 5 (19.23%) Solutions Architect
5 3 (11.54%) Dynamics AX Consultant
5 3 (11.54%) Functional Consultant
6 2 (7.69%) Big Data Architect
6 2 (7.69%) Business Intelligence Developer
6 2 (7.69%) Data Architect
7 1 (3.85%) AWS DevOps
7 1 (3.85%) Big Data Manager
7 1 (3.85%) Business Intelligence Consultant
7 1 (3.85%) Business Intelligence Lead
7 1 (3.85%) Data Business Analyst
7 1 (3.85%) Lead Developer
7 1 (3.85%) QlikView Consultant
7 1 (3.85%) Senior Developer
7 1 (3.85%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 6 (23.08%) Web Services
2 2 (7.69%) CSS
2 2 (7.69%) HTML
3 1 (3.85%) .NET
3 1 (3.85%) Ajax
3 1 (3.85%) ASP.NET
3 1 (3.85%) Classic ASP
3 1 (3.85%) HTML5
3 1 (3.85%) jQuery
3 1 (3.85%) Natural Language Processing
3 1 (3.85%) Node.js
3 1 (3.85%) React
3 1 (3.85%) WinForms
3 1 (3.85%) XML
Miscellaneous
1 7 (26.92%) Management Information System
1 7 (26.92%) Social Media
2 4 (15.38%) Driving Licence
3 2 (7.69%) Computer Science
3 2 (7.69%) Data Structures
4 1 (3.85%) Algorithms
4 1 (3.85%) Analytical Skills
4 1 (3.85%) Data Protection Act
4 1 (3.85%) Linux Command Line
Operating Systems
1 3 (11.54%) Linux
Processes & Methodologies
1 26 (100.00%) Analytics
2 21 (80.77%) Business Intelligence
3 10 (38.46%) Data Analysis
4 9 (34.62%) Data Analytics
5 8 (30.77%) Data Integration
5 8 (30.77%) Data Management
5 8 (30.77%) Information Management
5 8 (30.77%) Service Management
6 6 (23.08%) Big Data Analytics
6 6 (23.08%) Data Governance
6 6 (23.08%) Performance Management
7 5 (19.23%) OOA/OOD
7 5 (19.23%) OOP
7 5 (19.23%) SDLC
7 5 (19.23%) SOA
7 5 (19.23%) TOGAF
8 4 (15.38%) Visualisation
9 3 (11.54%) Dimensional Modelling
9 3 (11.54%) Predictive Analytics
9 3 (11.54%) Requirements Analysis
Programming Languages
1 10 (38.46%) SQL
2 3 (11.54%) JavaScript
2 3 (11.54%) Python
2 3 (11.54%) T-SQL
3 2 (7.69%) Ruby
4 1 (3.85%) Bash Shell
4 1 (3.85%) Java
4 1 (3.85%) MATLAB
4 1 (3.85%) R
4 1 (3.85%) Scala
4 1 (3.85%) VB.NET
4 1 (3.85%) VBScript
Qualifications
1 2 (7.69%) Degree
2 1 (3.85%) Master's Degree
2 1 (3.85%) PhD
Quality Assurance & Compliance
1 8 (30.77%) Data Quality
2 2 (7.69%) GDPR
3 1 (3.85%) Actionable Recommendations
3 1 (3.85%) ISO/IEC 27001
3 1 (3.85%) PCI DSS
Vendors
1 6 (23.08%) Cognizant
2 4 (15.38%) Microsoft
2 4 (15.38%) Tableau
3 2 (7.69%) Cloudera
3 2 (7.69%) Hortonworks
4 1 (3.85%) Informatica