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 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Data Analytics
Rank 194 250 233
Rank change year-on-year
+56 -17
Permanent jobs citing Data Analytics 46 12 19
As % of all permanent IT jobs located in the North West 0.79% 0.18% 0.27%
As % of the Processes & Methodologies category 0.91% 0.21% 0.32%
Number of salaries quoted 45 9 18
Median salary £40,000 £42,500 £41,500
Median salary % change year-on-year
-5.88% +2.40%
90% offered a salary of more than £28,500 £26,300 £25,400
10% offered a salary of more than £82,500 £110,000 £63,750
UK excluding London median salary £51,973 £45,000 £42,500
% change year-on-year
+15.49% +5.88%
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
5077 5848 6023
As % of all permanent IT jobs located in the North West 86.99% 88.79% 85.70%
Number of salaries quoted 4244 4732 4748
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,500 £27,500 £27,500
10% offered a salary of more than £62,500 £57,500 £60,000
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 23 July 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 23 July 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 +15 24 £51,000 +23.63% 12
Cheshire +44 8 £29,750 -62.81% 3
Lancashire +21 7 £30,000 -14.28% 1
Merseyside - 3 £55,000 -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 23 July 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 48 (50.00%) SQL Server
3 37 (38.54%) Business Intelligence
4 34 (35.42%) SQL
5 24 (25.00%) Agile Software Development
5 24 (25.00%) Mentoring
6 23 (23.96%) Microsoft
7 21 (21.88%) MS Excel
7 21 (21.88%) Analytical Skills
7 21 (21.88%) Software Engineering
8 20 (20.83%) Finance
9 19 (19.79%) Power BI
10 18 (18.75%) .NET
10 18 (18.75%) Machine Learning
11 17 (17.71%) Coaching
11 17 (17.71%) TDD
12 16 (16.67%) MVC
12 16 (16.67%) VBA
12 16 (16.67%) C#
12 16 (16.67%) Pentaho
13 15 (15.63%) Visualisation
13 15 (15.63%) Microsoft Azure
13 15 (15.63%) Git (software)
13 15 (15.63%) Continuous Integration
13 15 (15.63%) WCF
13 15 (15.63%) WPF
13 15 (15.63%) Microsoft Power View
13 15 (15.63%) Dashboard Development
13 15 (15.63%) PowerPivot
13 15 (15.63%) OO

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 2 (2.08%) Apache
3 1 (1.04%) Apache Spark
Applications
1 21 (21.88%) MS Excel
2 9 (9.38%) SPSS
3 1 (1.04%) MS Office
3 1 (1.04%) MS Visio
Business Applications
1 4 (4.17%) Cognos Business Intelligence
1 4 (4.17%) Cognos Controller
1 4 (4.17%) Cognos TM1
1 4 (4.17%) Oracle EBS
2 3 (3.13%) Adobe Campaign
3 2 (2.08%) SAP Oil and Gas
Cloud Services
1 15 (15.63%) Microsoft Azure
2 4 (4.17%) Amazon AWS
2 4 (4.17%) Google Analytics
3 2 (2.08%) Cloud Computing
3 2 (2.08%) SaaS
4 1 (1.04%) Amazon EC2
Communications & Networking
1 15 (15.63%) Internet
2 3 (3.13%) Broadband
3 1 (1.04%) Network Security
3 1 (1.04%) Wi-Fi
Database & Business Intelligence
1 48 (50.00%) SQL Server
2 19 (19.79%) Power BI
3 16 (16.67%) Pentaho
4 15 (15.63%) Microsoft Power View
4 15 (15.63%) PowerPivot
5 10 (10.42%) Big Data
5 10 (10.42%) Data Warehouse
6 9 (9.38%) NoSQL
7 8 (8.33%) SQL Server 2008
7 8 (8.33%) SQL Server Integration Services
8 7 (7.29%) QlikView
8 7 (7.29%) SQL Server 2012
8 7 (7.29%) SQL Server Reporting Services
9 6 (6.25%) IBM BigInsights
10 4 (4.17%) DataStage
10 4 (4.17%) MongoDB
10 4 (4.17%) OLAP
10 4 (4.17%) SQL Server Analysis Services
11 3 (3.13%) Oracle OLAP
11 3 (3.13%) Spotfire
Development Applications
1 15 (15.63%) Git (software)
1 15 (15.63%) NUnit
2 1 (1.04%) Talend Open Studio
2 1 (1.04%) Visual Studio
General
1 20 (20.83%) Finance
2 5 (5.21%) Retail
2 5 (5.21%) Telecoms
3 4 (4.17%) Marketing
4 3 (3.13%) Back Office
4 3 (3.13%) Banking
4 3 (3.13%) Front Office
4 3 (3.13%) Manufacturing
5 2 (2.08%) Electronics
6 1 (1.04%) Law
6 1 (1.04%) Legal
Job Titles
1 27 (28.13%) Developer
2 22 (22.92%) Analyst
3 16 (16.67%) Business Intelligence Developer
4 15 (15.63%) Software Manager
4 15 (15.63%) SQL Developer
5 14 (14.58%) Business Intelligence Analyst
6 12 (12.50%) Analyst Developer
7 9 (9.38%) SQL Analyst
8 7 (7.29%) SQL BI Developer
9 6 (6.25%) Administrator
9 6 (6.25%) Analytics Consultant
9 6 (6.25%) Consultant
9 6 (6.25%) Data Analytics Consultant
9 6 (6.25%) Data Consultant
9 6 (6.25%) Data Manager
9 6 (6.25%) Risk Manager
9 6 (6.25%) Systems Administrator
10 5 (5.21%) Junior
10 5 (5.21%) Senior Manager
10 5 (5.21%) Technology Risk Manager
Libraries, Frameworks & Software Standards
1 18 (18.75%) .NET
2 15 (15.63%) WCF
2 15 (15.63%) WPF
3 3 (3.13%) MDX
3 3 (3.13%) Web Services
4 2 (2.08%) Akka
4 2 (2.08%) CSS
4 2 (2.08%) HTML
4 2 (2.08%) jQuery
4 2 (2.08%) JSON
4 2 (2.08%) Play Framework
4 2 (2.08%) RESTful
5 1 (1.04%) ASP.NET
5 1 (1.04%) ASP.NET Web Forms
5 1 (1.04%) Kafka
5 1 (1.04%) LAMP
5 1 (1.04%) Symfony
5 1 (1.04%) XML
Miscellaneous
1 21 (21.88%) Analytical Skills
2 15 (15.63%) Management Information System
2 15 (15.63%) Visualisation
3 5 (5.21%) Social Media
4 4 (4.17%) Credit Risk
5 2 (2.08%) Algorithms
5 2 (2.08%) FMCG
5 2 (2.08%) Mathematics
6 1 (1.04%) Data Integration
6 1 (1.04%) Driving Licence
6 1 (1.04%) iPad
6 1 (1.04%) Ontologies
6 1 (1.04%) Smartphone
6 1 (1.04%) Statistics
6 1 (1.04%) User Experience
Operating Systems
1 7 (7.29%) Linux
2 6 (6.25%) Unix
Processes & Methodologies
1 96 (100.00%) Analytics
2 37 (38.54%) Business Intelligence
3 24 (25.00%) Agile Software Development
3 24 (25.00%) Mentoring
4 21 (21.88%) Software Engineering
5 18 (18.75%) Machine Learning
6 17 (17.71%) Coaching
6 17 (17.71%) TDD
7 16 (16.67%) MVC
8 15 (15.63%) Continuous Integration
8 15 (15.63%) Dashboard Development
8 15 (15.63%) OO
8 15 (15.63%) Scrum
8 15 (15.63%) SOA
9 12 (12.50%) Data Visualisation
10 11 (11.46%) Data Analysis
10 11 (11.46%) ETL
11 10 (10.42%) Data Modelling
12 9 (9.38%) Internal Audit
12 9 (9.38%) IT Audit
Programming Languages
1 34 (35.42%) SQL
2 16 (16.67%) C#
2 16 (16.67%) VBA
3 12 (12.50%) Python
4 7 (7.29%) Bash Shell
4 7 (7.29%) Java
4 7 (7.29%) Perl
5 5 (5.21%) Scala
6 3 (3.13%) Data Analysis Expressions (DAX)
6 3 (3.13%) PL/SQL
6 3 (3.13%) T-SQL
7 2 (2.08%) C++
7 2 (2.08%) R
8 1 (1.04%) JavaScript
8 1 (1.04%) PHP
8 1 (1.04%) PowerShell
8 1 (1.04%) Ruby
8 1 (1.04%) Shell Script
Qualifications
1 9 (9.38%) Degree
2 6 (6.25%) SC Cleared
2 6 (6.25%) Security Cleared
3 1 (1.04%) CISA
3 1 (1.04%) CISM
3 1 (1.04%) CISSP
3 1 (1.04%) ITIL Certification
3 1 (1.04%) QiCA
Quality Assurance & Compliance
1 4 (4.17%) QA
2 1 (1.04%) Data Quality
System Software
1 6 (6.25%) GPFS
2 1 (1.04%) HDFS
Systems Management
1 6 (6.25%) Tivoli
1 6 (6.25%) Tivoli Storage Manager
2 1 (1.04%) AirWatch
Vendors
1 23 (23.96%) Microsoft
2 13 (13.54%) Oracle
3 10 (10.42%) IBM
4 6 (6.25%) Intel
5 5 (5.21%) SAP
6 4 (4.17%) Ab Initio
6 4 (4.17%) Cognos
6 4 (4.17%) Google
6 4 (4.17%) Informatica
6 4 (4.17%) Tableau
7 3 (3.13%) MicroStrategy
8 1 (1.04%) Apple
8 1 (1.04%) Cisco
8 1 (1.04%) Hortonworks
8 1 (1.04%) Meraki
8 1 (1.04%) Samsung
8 1 (1.04%) Sun
8 1 (1.04%) Talend
8 1 (1.04%) Teradata
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