The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Data Analytics
Rank 185 235 230
Rank change year-on-year
+50 -5
Permanent jobs citing Data Analytics 42 12 23
As % of all permanent IT jobs located in the North West 0.76% 0.20% 0.34%
As % of the Processes & Methodologies category 0.88% 0.22% 0.39%
Number of salaries quoted 40 12 22
Median salary £40,000 £47,500 £41,500
Median salary % change year-on-year
-15.78% +14.45%
90% offered a salary of more than £30,000 £37,300 £35,650
10% offered a salary of more than £70,700 £110,000 £54,150
UK excluding London median salary £50,250 £47,500 £46,000
% change year-on-year
+5.78% +3.26%
Data Analytics
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
4772 5386 5843
As % of all permanent IT jobs located in the North West 85.92% 88.32% 85.37%
Number of salaries quoted 4043 4300 4701
Median salary £42,500 £40,000 £39,000
Median salary % change year-on-year
+6.25% +2.56%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £60,000 £55,500 £57,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analytics
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend in the North West

Data Analytics
Salary Trend in the North West

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

Data Analytics Salary Trend in the North West

Data Analytics
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Analytics across the North West region over the 3 months to 27 May 2016.

Data Analytics Salary Histogram in the North West

Data 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 Data Analytics within the North West region over the 3 months to 27 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +21 24 £50,000 +5.26% 7
Lancashire - 9 £30,000 - 1
Merseyside +11 3 £70,000 +122.22%
Cheshire +28 2 £26,611 -75.80% 4
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 27 May 2016, IT jobs citing Data 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 Data Analytics.

1 96 (100.00%) Analytics
2 45 (46.88%) SQL Server
3 37 (38.54%) Agile Software Development
4 31 (32.29%) SQL
5 24 (25.00%) Business Intelligence
6 23 (23.96%) Machine Learning
6 23 (23.96%) Mentoring
6 23 (23.96%) Analytical Skills
7 22 (22.92%) Software Engineering
8 20 (20.83%) TDD
8 20 (20.83%) MVC
8 20 (20.83%) Finance
8 20 (20.83%) Microsoft
9 19 (19.79%) .NET
9 19 (19.79%) C#
10 18 (18.75%) MS Excel
10 18 (18.75%) OO
10 18 (18.75%) Internet
10 18 (18.75%) SOA
10 18 (18.75%) Scrum
10 18 (18.75%) NUnit
10 18 (18.75%) Coaching
10 18 (18.75%) WCF
10 18 (18.75%) WPF
10 18 (18.75%) Continuous Integration
10 18 (18.75%) Git (software)
10 18 (18.75%) Microsoft Azure
11 16 (16.67%) Power BI
12 15 (15.63%) Visualisation
12 15 (15.63%) Management Information System

Data Analytics
Top Related 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 6 (6.25%) SAS
2 3 (3.13%) Apache
3 1 (1.04%) Apache Spark
3 1 (1.04%) SharePoint
Applications
1 18 (18.75%) MS Excel
2 11 (11.46%) SPSS
Business Applications
1 2 (2.08%) Adobe Campaign
Cloud Services
1 18 (18.75%) Microsoft Azure
2 3 (3.13%) Google Analytics
3 2 (2.08%) SaaS
4 1 (1.04%) Amazon AWS
Communications & Networking
1 18 (18.75%) Internet
2 4 (4.17%) Broadband
Database & Business Intelligence
1 45 (46.88%) SQL Server
2 16 (16.67%) Power BI
3 14 (14.58%) Microsoft Power View
3 14 (14.58%) Pentaho
3 14 (14.58%) PowerPivot
4 9 (9.38%) Big Data
5 7 (7.29%) Data Warehouse
5 7 (7.29%) IBM BigInsights
5 7 (7.29%) SQL Server 2008
6 6 (6.25%) NoSQL
6 6 (6.25%) SQL Server 2012
7 3 (3.13%) Data Mart
7 3 (3.13%) Data Mining
7 3 (3.13%) GIS
7 3 (3.13%) Oracle Database
7 3 (3.13%) QlikView
7 3 (3.13%) SQL Server Reporting Services
8 2 (2.08%) DataStage
8 2 (2.08%) MySQL
8 2 (2.08%) Spotfire
Development Applications
1 18 (18.75%) Git (software)
1 18 (18.75%) NUnit
2 1 (1.04%) Selenium
2 1 (1.04%) Team Foundation Server
General
1 20 (20.83%) Finance
2 8 (8.33%) Retail
3 5 (5.21%) Telecoms
4 4 (4.17%) Back Office
4 4 (4.17%) Banking
4 4 (4.17%) Front Office
5 1 (1.04%) Advertising
5 1 (1.04%) Corporate Banking
5 1 (1.04%) Games
5 1 (1.04%) Legal
5 1 (1.04%) Manufacturing
5 1 (1.04%) Marketing
Job Titles
1 22 (22.92%) Developer
2 19 (19.79%) Analyst
3 18 (18.75%) Software Manager
4 13 (13.54%) Business Intelligence Analyst
4 13 (13.54%) SQL Developer
5 11 (11.46%) Business Intelligence Developer
6 9 (9.38%) Analyst Developer
6 9 (9.38%) SQL Analyst
7 7 (7.29%) Administrator
7 7 (7.29%) Systems Administrator
8 6 (6.25%) Analytics Consultant
8 6 (6.25%) Consultant
9 5 (5.21%) Analytics Developer
9 5 (5.21%) Data Analytics Consultant
9 5 (5.21%) Data Consultant
9 5 (5.21%) Database Developer
9 5 (5.21%) SQL Database Developer
10 4 (4.17%) Auditor
10 4 (4.17%) Data Scientist
10 4 (4.17%) Senior Auditor
Libraries, Frameworks & Software Standards
1 19 (19.79%) .NET
2 18 (18.75%) WCF
2 18 (18.75%) WPF
3 3 (3.13%) CSS
3 3 (3.13%) HTML
3 3 (3.13%) jQuery
3 3 (3.13%) Web Services
4 2 (2.08%) Akka
4 2 (2.08%) JSON
4 2 (2.08%) LAMP
4 2 (2.08%) Play Framework
4 2 (2.08%) RESTful
4 2 (2.08%) Symfony
5 1 (1.04%) ASP.NET
5 1 (1.04%) ASP.NET Web Forms
5 1 (1.04%) Kafka
5 1 (1.04%) MDX
5 1 (1.04%) Natural Language Processing
5 1 (1.04%) NumPy
Miscellaneous
1 23 (23.96%) Analytical Skills
2 15 (15.63%) Management Information System
2 15 (15.63%) Visualisation
3 6 (6.25%) Social Media
4 4 (4.17%) Statistics
5 3 (3.13%) Algorithms
5 3 (3.13%) Credit Risk
5 3 (3.13%) FMCG
5 3 (3.13%) Mathematics
5 3 (3.13%) Physics
6 2 (2.08%) Computer Science
7 1 (1.04%) Clustering
7 1 (1.04%) Driving Licence
7 1 (1.04%) EPoS
7 1 (1.04%) Ontologies
7 1 (1.04%) User Experience
Operating Systems
1 9 (9.38%) Linux
2 7 (7.29%) Unix
Processes & Methodologies
1 96 (100.00%) Analytics
2 37 (38.54%) Agile Software Development
3 24 (25.00%) Business Intelligence
4 23 (23.96%) Machine Learning
4 23 (23.96%) Mentoring
5 22 (22.92%) Software Engineering
6 20 (20.83%) MVC
6 20 (20.83%) TDD
7 18 (18.75%) Coaching
7 18 (18.75%) Continuous Integration
7 18 (18.75%) OO
7 18 (18.75%) Scrum
7 18 (18.75%) SOA
8 14 (14.58%) Dashboard Development
9 12 (12.50%) Data Modelling
9 12 (12.50%) Data Visualisation
10 11 (11.46%) Data Analysis
10 11 (11.46%) Data Engineering
11 9 (9.38%) ETL
12 7 (7.29%) ITIL
Programming Languages
1 31 (32.29%) SQL
2 19 (19.79%) C#
3 15 (15.63%) Python
4 13 (13.54%) VBA
5 7 (7.29%) Bash Shell
5 7 (7.29%) Perl
6 6 (6.25%) Java
7 5 (5.21%) R
8 4 (4.17%) Scala
9 3 (3.13%) PL/SQL
10 2 (2.08%) PHP
11 1 (1.04%) C
11 1 (1.04%) Data Analysis Expressions (DAX)
11 1 (1.04%) JavaScript
11 1 (1.04%) Shell Script
11 1 (1.04%) T-SQL
Qualifications
1 11 (11.46%) Degree
2 10 (10.42%) SC Cleared
2 10 (10.42%) Security Cleared
3 2 (2.08%) ISEB
3 2 (2.08%) ISTQB
3 2 (2.08%) ISTQB Foundation Certification
3 2 (2.08%) PhD
4 1 (1.04%) CISA
4 1 (1.04%) CISM
4 1 (1.04%) CISSP
4 1 (1.04%) PRINCE2 Certification
4 1 (1.04%) QiCA
Quality Assurance & Compliance
1 1 (1.04%) Data Quality
System Software
1 7 (7.29%) GPFS
2 1 (1.04%) HDFS
Systems Management
1 7 (7.29%) Tivoli
1 7 (7.29%) Tivoli Storage Manager
2 1 (1.04%) HP Quality Center
Vendors
1 20 (20.83%) Microsoft
2 8 (8.33%) Oracle
3 7 (7.29%) IBM
3 7 (7.29%) Intel
4 3 (3.13%) Google
4 3 (3.13%) Tableau
5 2 (2.08%) Ab Initio
5 2 (2.08%) Informatica
5 2 (2.08%) MicroStrategy
6 1 (1.04%) Avaya
6 1 (1.04%) Cognos
6 1 (1.04%) Hortonworks
6 1 (1.04%) Mapinfo
6 1 (1.04%) SAP
6 1 (1.04%) Sun
6 1 (1.04%) Teradata
6 1 (1.04%) Verint
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