Period
to 21 May 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Actionable Insight skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Actionable Insight over the 6 months to 21 May 2018 with a comparison to the same period in the previous 2 years.

Actionable Insights (or Actionable Intelligence, Actionable Recommendations)
England > North West
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 341 322 317
Rank change year-on-year -19 -5 +33
Permanent jobs citing Actionable Insight 21 39 23
As % of all permanent IT jobs advertised in the North West 0.17% 0.32% 0.21%
As % of the Processes & Methodologies category 0.19% 0.35% 0.23%
Number of salaries quoted 17 32 21
North West median annual salary £32,500 £35,000 £31,500
Median salary % change year-on-year -7.14% +11.11% +5.00%
10th Percentile £24,250 £26,250 £26,250
90th Percentile £62,500 £77,800 £90,000
England median annual salary £45,000 £45,000 £50,000
% change year-on-year - -10.00% +11.11%

Actionable Insight 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 11,203 11,245 9,991
As % of all permanent IT jobs advertised in the North West 91.90% 91.49% 89.71%
Number of salaries quoted 8,973 9,308 8,353
North West median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £27,000 £26,000 £24,000
90th Percentile £67,500 £62,500 £62,500
England median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

Actionable Insight
Job Vacancy Trend in the North West

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

Job vacancy trend for Actionable Insight in the North West

Actionable Insight
Salary Trend in the North West

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

Salary trend for Actionable Insight in the North West

Actionable Insight
Salary Histogram in the North West

The salary distribution of IT jobs citing Actionable Insight in the North West over the 6 months to 21 May 2018.

Salary histogram for Actionable Insight in the North West

Actionable Insight
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 Actionable Insight within the North West region over the 6 months to 21 May 2018. 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
Manchester +2 14 £32,500 -7.14% 2
Cheshire -31 4 £55,000 +37.50%
Lancashire - 2 £35,660 -
Merseyside +1 1 £57,500 +64.29%
Actionable Insight
England

For the 6 months to 21 May 2018, IT jobs citing Actionable Insight 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 North West region with a requirement for Actionable Insight.

1 16 (76.19%) SQL
2 14 (66.67%) Analytics
3 13 (61.90%) Microsoft Excel
4 10 (47.62%) Machine Learning
5 7 (33.33%) Data Science
6 6 (28.57%) Tableau
6 6 (28.57%) Analytical Skills
6 6 (28.57%) Microsoft
6 6 (28.57%) Marketing
7 5 (23.81%) SQL Server Reporting Services
7 5 (23.81%) Retail
7 5 (23.81%) Google
7 5 (23.81%) Finance
7 5 (23.81%) Business Intelligence
7 5 (23.81%) R
7 5 (23.81%) Data Analytics
7 5 (23.81%) Online Marketing
7 5 (23.81%) Google Analytics
8 4 (19.05%) Python
8 4 (19.05%) Data Mining
8 4 (19.05%) QlikView
9 3 (14.29%) Degree
9 3 (14.29%) Agile Software Development
9 3 (14.29%) SAS
9 3 (14.29%) Power BI
9 3 (14.29%) Statistical Modelling
10 2 (9.52%) Customer Insight
10 2 (9.52%) Continuous Improvement
10 2 (9.52%) SAS Enterprise Miner
10 2 (9.52%) Market Research

Actionable Insight
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 3 (14.29%) SAS
2 1 (4.76%) Apache Spark
Applications
1 13 (61.90%) Microsoft Excel
2 2 (9.52%) Microsoft Office
2 2 (9.52%) Microsoft PowerPoint
3 1 (4.76%) SPSS
3 1 (4.76%) SPSS Modeler
Business Applications
1 2 (9.52%) SAP InfiniteInsight
Cloud Services
1 5 (23.81%) Google Analytics
2 1 (4.76%) npm
Database & Business Intelligence
1 5 (23.81%) SQL Server Reporting Services
2 4 (19.05%) Data Mining
2 4 (19.05%) QlikView
3 3 (14.29%) Power BI
4 2 (9.52%) GIS
4 2 (9.52%) Hadoop
4 2 (9.52%) SAS Enterprise Miner
5 1 (4.76%) Big Data
5 1 (4.76%) Blockchain
5 1 (4.76%) PowerPivot
5 1 (4.76%) Spotfire
Development Applications
1 1 (4.76%) Babel
1 1 (4.76%) Git (software)
1 1 (4.76%) Grunt
1 1 (4.76%) gulp
1 1 (4.76%) Jasmine
1 1 (4.76%) Karma Test Runner
1 1 (4.76%) Mocha
1 1 (4.76%) webpack
General
1 6 (28.57%) Marketing
2 5 (23.81%) Finance
2 5 (23.81%) Retail
3 2 (9.52%) Games
3 2 (9.52%) Military
4 1 (4.76%) Aerospace
4 1 (4.76%) Banking
4 1 (4.76%) Corporate Banking
4 1 (4.76%) Investment Banking
4 1 (4.76%) Law
4 1 (4.76%) Retail Banking
Job Titles
1 8 (38.10%) Analyst
2 7 (33.33%) Insight Analyst
3 6 (28.57%) Developer
4 4 (19.05%) Data Analyst
4 4 (19.05%) Data Insight Analyst
4 4 (19.05%) Insight Data Analyst
5 3 (14.29%) Data Scientist
6 2 (9.52%) Customer Analyst
6 2 (9.52%) Customer Insight Analyst
6 2 (9.52%) Insight Manager
6 2 (9.52%) Report Developer
7 1 (4.76%) Analytics Manager
7 1 (4.76%) Business Intelligence Developer
7 1 (4.76%) Java Engineer
7 1 (4.76%) Java Software Engineer
7 1 (4.76%) JavaScript Developer
7 1 (4.76%) Lead Software Engineer
7 1 (4.76%) Service Transition Leader
7 1 (4.76%) Software Engineer
7 1 (4.76%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (4.76%) Ajax
1 1 (4.76%) AngularJS
1 1 (4.76%) Chai
1 1 (4.76%) Enzyme
1 1 (4.76%) HTML
1 1 (4.76%) HTML5
1 1 (4.76%) Ionic Framework
1 1 (4.76%) Java EE
1 1 (4.76%) Jest
1 1 (4.76%) LESS
1 1 (4.76%) Node.js
1 1 (4.76%) React
1 1 (4.76%) React Native
1 1 (4.76%) Redux
1 1 (4.76%) REST
1 1 (4.76%) Sass
1 1 (4.76%) XHR
Miscellaneous
1 6 (28.57%) Analytical Skills
2 2 (9.52%) Fintech
2 2 (9.52%) Management Information System
3 1 (4.76%) Algorithms
3 1 (4.76%) Mobile App
3 1 (4.76%) Robotics
3 1 (4.76%) Social Gaming
Processes & Methodologies
1 14 (66.67%) Analytics
2 10 (47.62%) Machine Learning
3 7 (33.33%) Data Science
4 5 (23.81%) Business Intelligence
4 5 (23.81%) Data Analytics
4 5 (23.81%) Online Marketing
5 3 (14.29%) Agile Software Development
5 3 (14.29%) Statistical Modelling
6 2 (9.52%) Analytical Thinking
6 2 (9.52%) Campaign Analysis
6 2 (9.52%) Collaborative Working
6 2 (9.52%) Continuous Improvement
6 2 (9.52%) Customer Insight
6 2 (9.52%) Data Analysis
6 2 (9.52%) Market Research
6 2 (9.52%) Mathematical Modelling
6 2 (9.52%) Mathematics
6 2 (9.52%) Qualitative Research
6 2 (9.52%) Quantitative Research
6 2 (9.52%) Visualisation
Programming Languages
1 16 (76.19%) SQL
2 5 (23.81%) R
3 4 (19.05%) Python
4 2 (9.52%) Java
5 1 (4.76%) C++
5 1 (4.76%) ES6
5 1 (4.76%) JavaScript
5 1 (4.76%) Scala
Qualifications
1 3 (14.29%) Degree
2 2 (9.52%) SAS Certification
3 1 (4.76%) PhD
Quality Assurance & Compliance
1 1 (4.76%) Actionable Recommendations
Vendors
1 6 (28.57%) Microsoft
1 6 (28.57%) Tableau
2 5 (23.81%) Google
3 2 (9.52%) Cognos
4 1 (4.76%) Ab Initio
4 1 (4.76%) Alteryx
4 1 (4.76%) Baan
4 1 (4.76%) Datameer
4 1 (4.76%) Lavastorm
4 1 (4.76%) Oracle