Period
to 19 October 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 19 October 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
19 Oct 2018
Same period 2017 Same period 2016
Rank 337 323 336
Rank change year-on-year -14 +13 +2
Permanent jobs citing Actionable Insight 20 41 22
As % of all permanent IT jobs advertised in the North West 0.17% 0.32% 0.18%
As % of the Processes & Methodologies category 0.19% 0.35% 0.20%
Number of salaries quoted 15 30 19
North West median annual salary £50,000 £40,000 £60,000
Median salary % change year-on-year +25.00% -33.33% +128.57%
10th Percentile £38,550 £26,100 £31,800
90th Percentile £64,800 £80,750 £63,050
England median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -5.00% +5.26%

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 10,701 11,630 11,079
As % of all permanent IT jobs advertised in the North West 90.97% 90.92% 90.98%
Number of salaries quoted 8,568 9,232 9,250
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £26,250 £25,750
90th Percentile £68,750 £65,000 £62,500
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - +5.26%

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 19 October 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 19 October 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 -6 14 £52,500 +25.00% 4
Cheshire +15 5 £32,500 +3.17%
Merseyside - 1 £50,000 -
Actionable Insight
England

For the 6 months to 19 October 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 13 (65.00%) Analytics
2 10 (50.00%) Finance
3 9 (45.00%) SQL
4 8 (40.00%) Microsoft Excel
4 8 (40.00%) Google
5 6 (30.00%) Analytical Skills
5 6 (30.00%) Actionable Recommendations
6 5 (25.00%) Power BI
6 5 (25.00%) Tableau
6 5 (25.00%) Customer Insight
6 5 (25.00%) Data Modelling
6 5 (25.00%) Business Intelligence
6 5 (25.00%) Web Analytics
6 5 (25.00%) Marketing
6 5 (25.00%) Google Analytics
7 4 (20.00%) Business Development
7 4 (20.00%) Data Mining
7 4 (20.00%) Management Information System
7 4 (20.00%) Risk Assessment
7 4 (20.00%) Visualisation
7 4 (20.00%) Google Tag Manager
7 4 (20.00%) User Experience
7 4 (20.00%) AdWords
7 4 (20.00%) Strategic Thinking
8 3 (15.00%) Mixpanel
8 3 (15.00%) A/B Testing
8 3 (15.00%) Conversion Rate Optimisation
8 3 (15.00%) R
8 3 (15.00%) Adobe Analytics
8 3 (15.00%) Agile Software Development

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 (15.00%) SAS
2 1 (5.00%) Apache
2 1 (5.00%) Apache Spark
Applications
1 8 (40.00%) Microsoft Excel
2 1 (5.00%) SPSS
2 1 (5.00%) SPSS Modeler
Cloud Services
1 5 (25.00%) Google Analytics
2 4 (20.00%) AdWords
2 4 (20.00%) Google Tag Manager
3 3 (15.00%) Adobe Analytics
4 2 (10.00%) Amazon AWS
4 2 (10.00%) Microsoft Azure
4 2 (10.00%) npm
5 1 (5.00%) Google Cloud Platform
Database & Business Intelligence
1 5 (25.00%) Power BI
2 4 (20.00%) Data Mining
3 3 (15.00%) Mixpanel
4 2 (10.00%) QlikView
5 1 (5.00%) Hadoop
5 1 (5.00%) MongoDB
5 1 (5.00%) NoSQL
5 1 (5.00%) PowerPivot
Development Applications
1 2 (10.00%) Babel
1 2 (10.00%) Git (software)
1 2 (10.00%) Grunt
1 2 (10.00%) gulp
1 2 (10.00%) Jasmine
1 2 (10.00%) Karma Test Runner
1 2 (10.00%) Mocha
1 2 (10.00%) webpack
2 1 (5.00%) Axure RP
General
1 10 (50.00%) Finance
2 5 (25.00%) Marketing
3 1 (5.00%) Back Office
3 1 (5.00%) Front Office
3 1 (5.00%) Games
3 1 (5.00%) Retail
Job Titles
1 6 (30.00%) Analyst
2 4 (20.00%) Analytics Manager
2 4 (20.00%) Head of Technology
2 4 (20.00%) Senior Analyst
3 3 (15.00%) Senior Web Analyst
3 3 (15.00%) Web Analyst
4 2 (10.00%) Developer
4 2 (10.00%) Insight Analyst
4 2 (10.00%) JavaScript Developer
5 1 (5.00%) Data Engineer
5 1 (5.00%) Data Manager
5 1 (5.00%) Data Scientist
5 1 (5.00%) Forecast Analyst
5 1 (5.00%) Insight Manager
5 1 (5.00%) MI Manager
5 1 (5.00%) Risk Analyst
5 1 (5.00%) User Researcher
5 1 (5.00%) Web Analytics Manager
5 1 (5.00%) Web Manager
Libraries, Frameworks & Software Standards
1 3 (15.00%) HTML
2 2 (10.00%) Ajax
2 2 (10.00%) AngularJS
2 2 (10.00%) Chai
2 2 (10.00%) Enzyme
2 2 (10.00%) HTML5
2 2 (10.00%) Ionic Framework
2 2 (10.00%) Jest
2 2 (10.00%) LESS
2 2 (10.00%) Node.js
2 2 (10.00%) React
2 2 (10.00%) React Native
2 2 (10.00%) Redux
2 2 (10.00%) REST
2 2 (10.00%) Sass
2 2 (10.00%) XHR
3 1 (5.00%) CSS
3 1 (5.00%) jQuery
3 1 (5.00%) Kafka
3 1 (5.00%) Web Services
Miscellaneous
1 6 (30.00%) Analytical Skills
2 4 (20.00%) Management Information System
2 4 (20.00%) User Experience
3 2 (10.00%) Fintech
4 1 (5.00%) Self-Motivation
Processes & Methodologies
1 13 (65.00%) Analytics
2 5 (25.00%) Business Intelligence
2 5 (25.00%) Customer Insight
2 5 (25.00%) Data Modelling
2 5 (25.00%) Web Analytics
3 4 (20.00%) Business Development
3 4 (20.00%) Risk Assessment
3 4 (20.00%) Strategic Thinking
3 4 (20.00%) Visualisation
4 3 (15.00%) A/B Testing
4 3 (15.00%) Agile Software Development
4 3 (15.00%) Conversion Rate Optimisation
4 3 (15.00%) Digital Marketing
4 3 (15.00%) Predictive Modelling
5 2 (10.00%) Data Analytics
5 2 (10.00%) Data Visualisation
5 2 (10.00%) E-Commerce
5 2 (10.00%) Mathematics
5 2 (10.00%) Statistics
5 2 (10.00%) Test Automation
Programming Languages
1 9 (45.00%) SQL
2 3 (15.00%) JavaScript
2 3 (15.00%) Python
2 3 (15.00%) R
2 3 (15.00%) T-SQL
3 2 (10.00%) ES6
3 2 (10.00%) Java
4 1 (5.00%) C++
4 1 (5.00%) Rust
4 1 (5.00%) Scala
Qualifications
1 3 (15.00%) Degree
Quality Assurance & Compliance
1 6 (30.00%) Actionable Recommendations
Vendors
1 8 (40.00%) Google
2 5 (25.00%) Tableau
3 3 (15.00%) Adobe
4 2 (10.00%) Crazy Egg
4 2 (10.00%) Hotjar
4 2 (10.00%) Microsoft
4 2 (10.00%) Tealium
5 1 (5.00%) ClickTale
5 1 (5.00%) Facebook
5 1 (5.00%) WorldPay