Period
to 22 January 2019

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 22 January 2019 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
22 Jan 2019
Same period 2018 Same period 2017
Rank 315 347 346
Rank change year-on-year +32 -1 -19
Permanent jobs citing Actionable Insight 24 22 22
As % of all permanent IT jobs advertised in the North West 0.23% 0.17% 0.18%
As % of the Processes & Methodologies category 0.25% 0.19% 0.20%
Number of salaries quoted 17 9 20
North West median annual salary £50,000 £55,000 £35,000
Median salary % change year-on-year -9.09% +57.14% +16.67%
10th Percentile £29,250 £30,128 £32,500
90th Percentile £58,800 £67,500 £53,500
England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -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 9,686 11,661 11,209
As % of all permanent IT jobs advertised in the North West 91.18% 91.99% 92.20%
Number of salaries quoted 7,791 9,264 9,381
North West median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -
10th Percentile £26,908 £27,000 £25,625
90th Percentile £70,000 £66,250 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 22 January 2019.

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 22 January 2019. 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 +16 16 £51,250 +28.13% 12
Cheshire +31 4 - - 2
Merseyside +13 3 £38,750 -32.61%
Actionable Insight
England

For the 6 months to 22 January 2019, 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 18 (75.00%) Analytics
2 14 (58.33%) SQL
3 11 (45.83%) Microsoft Excel
3 11 (45.83%) Analytical Skills
4 10 (41.67%) Finance
5 9 (37.50%) Google
5 9 (37.50%) Marketing
6 8 (33.33%) Data Modelling
6 8 (33.33%) Actionable Recommendations
7 7 (29.17%) Business Intelligence
7 7 (29.17%) Python
7 7 (29.17%) Degree
7 7 (29.17%) Visualisation
8 6 (25.00%) R
8 6 (25.00%) Tableau
8 6 (25.00%) Customer Insight
8 6 (25.00%) Power BI
8 6 (25.00%) Google Analytics
8 6 (25.00%) Web Analytics
9 5 (20.83%) Statistics
9 5 (20.83%) Mathematics
9 5 (20.83%) JavaScript
9 5 (20.83%) CSS
9 5 (20.83%) T-SQL
9 5 (20.83%) HTML
9 5 (20.83%) Data Mining
9 5 (20.83%) E-Commerce
9 5 (20.83%) User Experience
9 5 (20.83%) Predictive Modelling
10 4 (16.67%) Data Visualisation

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 4 (16.67%) SAS
2 2 (8.33%) Apache Spark
2 2 (8.33%) Marvel
3 1 (4.17%) Apache
Applications
1 11 (45.83%) Microsoft Excel
2 2 (8.33%) InVision
3 1 (4.17%) Microsoft Office
3 1 (4.17%) SPSS
3 1 (4.17%) Weka
Cloud Services
1 6 (25.00%) Google Analytics
2 3 (12.50%) Google Tag Manager
3 2 (8.33%) AdWords
3 2 (8.33%) Amazon AWS
3 2 (8.33%) Google Cloud Platform
3 2 (8.33%) Microsoft Azure
4 1 (4.17%) Adobe Analytics
Database & Business Intelligence
1 6 (25.00%) Power BI
2 5 (20.83%) Data Mining
3 2 (8.33%) Hadoop
3 2 (8.33%) QlikView
3 2 (8.33%) SQL Server
4 1 (4.17%) Apache Hive
4 1 (4.17%) Base SAS
4 1 (4.17%) Big Data
4 1 (4.17%) BigQuery
4 1 (4.17%) Mixpanel
4 1 (4.17%) MongoDB
4 1 (4.17%) MySQL
4 1 (4.17%) NoSQL
4 1 (4.17%) SAS Enterprise Guide
Development Applications
1 3 (12.50%) Axure RP
2 2 (8.33%) Balsamiq Mockups
2 2 (8.33%) Visual Website Optimizer
General
1 10 (41.67%) Finance
2 9 (37.50%) Marketing
3 3 (12.50%) Retail
4 1 (4.17%) Games
Job Titles
1 7 (29.17%) Analyst
2 5 (20.83%) Analytics Manager
3 4 (16.67%) Head of Technology
4 3 (12.50%) Data Manager
4 3 (12.50%) Insight Analyst
5 2 (8.33%) Data Analytics Manager
5 2 (8.33%) Data Scientist
5 2 (8.33%) Designer
5 2 (8.33%) Senior Analyst
5 2 (8.33%) UX Designer
6 1 (4.17%) Customer Analyst
6 1 (4.17%) Data Analyst
6 1 (4.17%) Data Engineer
6 1 (4.17%) Developer
6 1 (4.17%) Risk Analyst
6 1 (4.17%) Senior Web Analyst
6 1 (4.17%) Tableau Developer
6 1 (4.17%) User Researcher
6 1 (4.17%) Web Analyst
6 1 (4.17%) Web Manager
Libraries, Frameworks & Software Standards
1 5 (20.83%) CSS
1 5 (20.83%) HTML
2 3 (12.50%) jQuery
3 1 (4.17%) Kafka
3 1 (4.17%) NumPy
3 1 (4.17%) TensorFlow
3 1 (4.17%) Web Services
Miscellaneous
1 11 (45.83%) Analytical Skills
2 5 (20.83%) User Experience
3 4 (16.67%) Management Information System
4 2 (8.33%) Data Structures
5 1 (4.17%) Algorithms
5 1 (4.17%) Self-Motivation
Processes & Methodologies
1 18 (75.00%) Analytics
2 8 (33.33%) Data Modelling
3 7 (29.17%) Business Intelligence
3 7 (29.17%) Visualisation
4 6 (25.00%) Customer Insight
4 6 (25.00%) Web Analytics
5 5 (20.83%) E-Commerce
5 5 (20.83%) Mathematics
5 5 (20.83%) Predictive Modelling
5 5 (20.83%) Statistics
6 4 (16.67%) Business Development
6 4 (16.67%) Data Analysis
6 4 (16.67%) Data Analytics
6 4 (16.67%) Data Visualisation
6 4 (16.67%) Risk Assessment
6 4 (16.67%) Strategic Thinking
7 3 (12.50%) Decision-Making
7 3 (12.50%) Prototyping
7 3 (12.50%) User-Centered Design (UCD)
7 3 (12.50%) Wireframes
Programming Languages
1 14 (58.33%) SQL
2 7 (29.17%) Python
3 6 (25.00%) R
4 5 (20.83%) JavaScript
4 5 (20.83%) T-SQL
5 3 (12.50%) Java
5 3 (12.50%) MATLAB
6 2 (8.33%) C++
6 2 (8.33%) VBA
7 1 (4.17%) C
7 1 (4.17%) Rust
7 1 (4.17%) Scala
Qualifications
1 7 (29.17%) Degree
2 2 (8.33%) Numerate Degree
2 2 (8.33%) PhD
Quality Assurance & Compliance
1 8 (33.33%) Actionable Recommendations
2 1 (4.17%) GDPR
2 1 (4.17%) QA
Vendors
1 9 (37.50%) Google
2 6 (25.00%) Tableau
3 3 (12.50%) Adobe
3 3 (12.50%) ClickTale
3 3 (12.50%) Hotjar
3 3 (12.50%) Microsoft
4 2 (8.33%) Maxymiser
4 2 (8.33%) Optimizely
5 1 (4.17%) Cognos
5 1 (4.17%) Crazy Egg
5 1 (4.17%) Facebook
5 1 (4.17%) Tealium
5 1 (4.17%) WorldPay