Period
to 24 February 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 24 February 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
24 Feb 2018
Same period 2017 Same period 2016
Rank 337 338 328
Rank change year-on-year +1 -10 +25
Permanent jobs citing Actionable Insight 18 24 27
As % of all permanent IT jobs advertised in the North West 0.14% 0.19% 0.22%
As % of the Processes & Methodologies category 0.16% 0.21% 0.25%
Number of salaries quoted 8 21 25
North West median annual salary £35,330 £35,000 £31,500
Median salary % change year-on-year +0.94% +11.11% -33.68%
10th Percentile £31,204 £29,000 £26,750
90th Percentile £61,875 £51,250 £90,000
England median annual salary £42,500 £45,000 £48,300
% change year-on-year -5.56% -6.83% +7.33%

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 11,544 11,226 10,686
As % of all permanent IT jobs advertised in the North West 90.96% 90.51% 88.88%
Number of salaries quoted 9,263 9,345 8,865
North West median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £27,264 £26,000 £24,750
90th Percentile £66,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 24 February 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 24 February 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
Lancashire - 7 £35,330 - 2
Manchester +10 5 £32,500 -7.14% 7
Cheshire - 5 £57,500 - 1
Merseyside +10 1 £57,500 +64.29% 2
Actionable Insight
England

For the 6 months to 24 February 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 9 (50.00%) Finance
2 8 (44.44%) Analytical Skills
3 7 (38.89%) Machine Learning
3 7 (38.89%) Analytics
3 7 (38.89%) Microsoft
4 6 (33.33%) Management Information System
4 6 (33.33%) SQL
4 6 (33.33%) Tableau
5 5 (27.78%) Continuous Improvement
5 5 (27.78%) Windows 7
5 5 (27.78%) Operations Research
5 5 (27.78%) QlikView
5 5 (27.78%) Windows 8
5 5 (27.78%) Windows 10
5 5 (27.78%) Windows
5 5 (27.78%) CRM
6 4 (22.22%) Python
6 4 (22.22%) Microsoft Excel
6 4 (22.22%) Process Management
6 4 (22.22%) Business Intelligence
6 4 (22.22%) Agile Software Development
6 4 (22.22%) Telecoms
6 4 (22.22%) Visualisation
6 4 (22.22%) R
6 4 (22.22%) Hadoop
6 4 (22.22%) Data Science
7 3 (16.67%) Collaborative Working
7 3 (16.67%) Windows Server 2008
7 3 (16.67%) Use Case
7 3 (16.67%) Marketing

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 (16.67%) Apache Spark
2 2 (11.11%) SAS
Applications
1 4 (22.22%) Microsoft Excel
2 2 (11.11%) Microsoft Office
2 2 (11.11%) Microsoft PowerPoint
Business Applications
1 2 (11.11%) SAP InfiniteInsight
Communications & Networking
1 3 (16.67%) Firewall
2 2 (11.11%) 3G
2 2 (11.11%) 4G
2 2 (11.11%) Wireless
Database & Business Intelligence
1 5 (27.78%) QlikView
2 4 (22.22%) Hadoop
3 3 (16.67%) Big Data
3 3 (16.67%) Blockchain
3 3 (16.67%) Data Mining
3 3 (16.67%) Spotfire
4 2 (11.11%) GIS
4 2 (11.11%) Power BI
4 2 (11.11%) SAS Enterprise Miner
5 1 (5.56%) Data Warehouse
5 1 (5.56%) SQL Server Analysis Services
5 1 (5.56%) SQL Server Integration Services
5 1 (5.56%) SQL Server Reporting Services
General
1 9 (50.00%) Finance
2 4 (22.22%) Telecoms
3 3 (16.67%) Banking
3 3 (16.67%) Corporate Banking
3 3 (16.67%) Investment Banking
3 3 (16.67%) Law
3 3 (16.67%) Marketing
3 3 (16.67%) Retail Banking
4 2 (11.11%) Military
4 2 (11.11%) Retail
5 1 (5.56%) Aerospace
5 1 (5.56%) Games
Job Titles
1 6 (33.33%) Analyst
2 3 (16.67%) Data Scientist
2 3 (16.67%) Insight Analyst
3 2 (11.11%) Customer Analyst
3 2 (11.11%) Customer Insight Analyst
3 2 (11.11%) Development Manager
3 2 (11.11%) Insight Manager
3 2 (11.11%) Product Development Manager
3 2 (11.11%) Product Manager
3 2 (11.11%) Service Desk Manager
3 2 (11.11%) Service Manager
3 2 (11.11%) Technical Leader
4 1 (5.56%) Data Analyst
4 1 (5.56%) Java Engineer
4 1 (5.56%) Java Software Engineer
4 1 (5.56%) Lead Software Engineer
4 1 (5.56%) Security Manager
4 1 (5.56%) Security Product Manager
4 1 (5.56%) Service Desk Team Leader
4 1 (5.56%) Team Leader
Libraries, Frameworks & Software Standards
1 1 (5.56%) Java EE
Miscellaneous
1 8 (44.44%) Analytical Skills
2 6 (33.33%) Management Information System
3 3 (16.67%) Robotics
4 2 (11.11%) CCTV
4 2 (11.11%) Chip and PIN
4 2 (11.11%) Contactless
5 1 (5.56%) Algorithms
5 1 (5.56%) Fintech
5 1 (5.56%) Mobile App
5 1 (5.56%) Social Gaming
Operating Systems
1 5 (27.78%) Windows
1 5 (27.78%) Windows 10
1 5 (27.78%) Windows 7
1 5 (27.78%) Windows 8
2 3 (16.67%) Windows Server
2 3 (16.67%) Windows Server 2003
2 3 (16.67%) Windows Server 2008
3 2 (11.11%) VMS
4 1 (5.56%) Windows Server 2012
Processes & Methodologies
1 7 (38.89%) Analytics
1 7 (38.89%) Machine Learning
2 5 (27.78%) Continuous Improvement
2 5 (27.78%) CRM
2 5 (27.78%) Operations Research
3 4 (22.22%) Agile Software Development
3 4 (22.22%) Business Intelligence
3 4 (22.22%) Data Science
3 4 (22.22%) Process Management
3 4 (22.22%) Visualisation
4 3 (16.67%) Coaching
4 3 (16.67%) Collaborative Working
4 3 (16.67%) DevOps
4 3 (16.67%) Knowledge Management
4 3 (16.67%) Mentoring
4 3 (16.67%) Risk Management
4 3 (16.67%) Stakeholder Management
4 3 (16.67%) Statistical Modelling
4 3 (16.67%) Use Case
4 3 (16.67%) Wealth Management
Programming Languages
1 6 (33.33%) SQL
2 4 (22.22%) Python
2 4 (22.22%) R
3 2 (11.11%) Java
4 1 (5.56%) C++
4 1 (5.56%) Scala
Qualifications
1 3 (16.67%) Degree
2 2 (11.11%) SAS Certification
3 1 (5.56%) PhD
Quality Assurance & Compliance
1 3 (16.67%) SLA
2 1 (5.56%) Actionable Recommendations
Vendors
1 7 (38.89%) Microsoft
2 6 (33.33%) Tableau
3 3 (16.67%) Ab Initio
3 3 (16.67%) Alteryx
3 3 (16.67%) Datameer
3 3 (16.67%) Lavastorm
4 2 (11.11%) Cognos
5 1 (5.56%) Baan
5 1 (5.56%) Capita
5 1 (5.56%) Oracle