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 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Data Analytics
Rank 205 231 227
Rank change year-on-year
+26 -4
Permanent jobs citing Data Analytics 49 25 42
As % of all permanent IT jobs located in the North West 0.78% 0.37% 0.57%
As % of the Processes & Methodologies category 0.88% 0.42% 0.66%
Number of salaries quoted 47 19 34
Median salary £47,000 £36,000 £46,500
Median salary % change year-on-year
+30.55% -22.58%
90% offered a salary of more than £32,500 £25,900 £21,650
10% offered a salary of more than £82,500 £73,000 £84,250
UK excluding London median salary £50,000 £50,000 £45,000
% change year-on-year
- +11.11%
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
5570 5892 6410
As % of all permanent IT jobs located in the North West 88.13% 88.30% 86.69%
Number of salaries quoted 4659 4898 5268
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £29,000 £29,000 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 1 October 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 1 October 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 +25 34 £50,000 +51.51% 15
Cheshire +34 9 £32,500 -35.00% 2
Merseyside -17 4 £42,250 +12.66%
Lancashire +14 1 £36,000 +2.85%
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 1 October 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 90 (100.00%) Analytics
2 49 (54.44%) Business Intelligence
3 37 (41.11%) SQL Server
4 35 (38.89%) SQL
5 28 (31.11%) Oracle
6 24 (26.67%) Finance
7 20 (22.22%) Big Data
8 19 (21.11%) SAS
8 19 (21.11%) Microsoft
9 17 (18.89%) Visualisation
10 16 (17.78%) Degree
10 16 (17.78%) ETL
11 15 (16.67%) MS Excel
11 15 (16.67%) QlikView
12 14 (15.56%) Mentoring
13 13 (14.44%) Python
13 13 (14.44%) Agile Software Development
14 12 (13.33%) Retail
14 12 (13.33%) Java
14 12 (13.33%) Relational Database
14 12 (13.33%) SQL Server Integration Services
14 12 (13.33%) Power BI
15 11 (12.22%) Hadoop
15 11 (12.22%) Analytical Skills
15 11 (12.22%) VBA
15 11 (12.22%) Data Warehouse
15 11 (12.22%) Data Modelling
15 11 (12.22%) SQL Server Reporting Services
15 11 (12.22%) Information Security
16 10 (11.11%) NoSQL

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 19 (21.11%) SAS
2 5 (5.56%) Apache Spark
3 4 (4.44%) Apache Pig
3 4 (4.44%) Elasticsearch
4 1 (1.11%) Apache
Applications
1 15 (16.67%) MS Excel
2 9 (10.00%) SPSS
3 3 (3.33%) MS Office
3 3 (3.33%) MS Visio
4 2 (2.22%) S-PLUS
4 2 (2.22%) Stata
Business Applications
1 8 (8.89%) Adobe Campaign
2 6 (6.67%) Cognos Business Intelligence
2 6 (6.67%) Cognos Controller
2 6 (6.67%) Cognos TM1
2 6 (6.67%) Oracle EBS
3 2 (2.22%) SAP Oil and Gas
Cloud Services
1 5 (5.56%) Amazon AWS
1 5 (5.56%) Google Analytics
1 5 (5.56%) Microsoft Azure
2 3 (3.33%) Cloud Computing
3 1 (1.11%) Amazon EC2
3 1 (1.11%) SaaS
Communications & Networking
1 3 (3.33%) Internet
2 1 (1.11%) Network Security
2 1 (1.11%) Skype
2 1 (1.11%) Wi-Fi
Database & Business Intelligence
1 37 (41.11%) SQL Server
2 20 (22.22%) Big Data
3 15 (16.67%) QlikView
4 12 (13.33%) Power BI
4 12 (13.33%) Relational Database
4 12 (13.33%) SQL Server Integration Services
5 11 (12.22%) Data Warehouse
5 11 (12.22%) Hadoop
5 11 (12.22%) SQL Server Reporting Services
6 10 (11.11%) NoSQL
7 9 (10.00%) DataStage
7 9 (10.00%) MongoDB
7 9 (10.00%) Pentaho
8 8 (8.89%) Microsoft Power View
8 8 (8.89%) PowerPivot
8 8 (8.89%) RDBMS
8 8 (8.89%) Spotfire
9 7 (7.78%) SQL Server Analysis Services
10 6 (6.67%) MySQL
10 6 (6.67%) Oracle Database
Development Applications
1 3 (3.33%) Git (software)
1 3 (3.33%) NUnit
2 1 (1.11%) Talend Open Studio
2 1 (1.11%) Visual Studio
General
1 24 (26.67%) Finance
2 12 (13.33%) Retail
3 7 (7.78%) Banking
4 4 (4.44%) Marketing
5 3 (3.33%) Manufacturing
5 3 (3.33%) Military
6 2 (2.22%) Electronics
6 2 (2.22%) Law
6 2 (2.22%) Legal
6 2 (2.22%) Telecoms
7 1 (1.11%) Back Office
Job Titles
1 21 (23.33%) Developer
2 20 (22.22%) Analyst
3 16 (17.78%) Consultant
4 15 (16.67%) Analytics Consultant
4 15 (16.67%) Data Analytics Consultant
4 15 (16.67%) Data Consultant
5 13 (14.44%) SQL Developer
6 11 (12.22%) Business Intelligence Developer
7 9 (10.00%) Business Intelligence Analyst
7 9 (10.00%) SQL Analyst
8 8 (8.89%) Senior Consultant
8 8 (8.89%) SQL BI Developer
9 7 (7.78%) Analyst Developer
9 7 (7.78%) Junior
10 6 (6.67%) Business Intelligence Consultant
10 6 (6.67%) Risk Manager
10 6 (6.67%) Senior Manager
10 6 (6.67%) Senior Risk Manager
10 6 (6.67%) Technology Risk Manager
11 5 (5.56%) Data Manager
Libraries, Frameworks & Software Standards
1 8 (8.89%) .NET
2 5 (5.56%) CSS
2 5 (5.56%) HTML
2 5 (5.56%) jQuery
3 4 (4.44%) AngularJS
3 4 (4.44%) Apache Camel
3 4 (4.44%) CSS3
3 4 (4.44%) Hibernate
3 4 (4.44%) HTML5
3 4 (4.44%) Java EE
3 4 (4.44%) MDX
3 4 (4.44%) Node.js
3 4 (4.44%) Spring
4 3 (3.33%) Middleware
4 3 (3.33%) WCF
4 3 (3.33%) Web Services
4 3 (3.33%) WPF
5 2 (2.22%) ASP.NET
5 2 (2.22%) Natural Language Processing
6 1 (1.11%) XML
Miscellaneous
1 17 (18.89%) Visualisation
2 11 (12.22%) Analytical Skills
3 9 (10.00%) Management Information System
4 8 (8.89%) Credit Risk
5 4 (4.44%) Data Integration
5 4 (4.44%) Mathematics
6 3 (3.33%) Algorithms
6 3 (3.33%) Social Media
6 3 (3.33%) Statistics
7 2 (2.22%) Computer Science
7 2 (2.22%) iPad
7 2 (2.22%) Physics
7 2 (2.22%) PKI
8 1 (1.11%) Cybercrime
8 1 (1.11%) Ontologies
8 1 (1.11%) Smartphone
Operating Systems
1 1 (1.11%) Linux
Processes & Methodologies
1 90 (100.00%) Analytics
2 49 (54.44%) Business Intelligence
3 16 (17.78%) ETL
4 14 (15.56%) Mentoring
5 13 (14.44%) Agile Software Development
6 11 (12.22%) Data Modelling
6 11 (12.22%) Information Security
7 9 (10.00%) Data Visualisation
7 9 (10.00%) Software Engineering
8 8 (8.89%) Dashboard Development
8 8 (8.89%) E-Commerce
8 8 (8.89%) People Management
9 7 (7.78%) Business Development
9 7 (7.78%) Cybersecurity
9 7 (7.78%) Data Analysis
9 7 (7.78%) Machine Learning
9 7 (7.78%) Scrum
10 6 (6.67%) Open Source
10 6 (6.67%) Risk Management
10 6 (6.67%) Web Analytics
Programming Languages
1 35 (38.89%) SQL
2 13 (14.44%) Python
3 12 (13.33%) Java
4 11 (12.22%) VBA
5 8 (8.89%) C#
6 7 (7.78%) T-SQL
7 5 (5.56%) JavaScript
7 5 (5.56%) Perl
7 5 (5.56%) R
8 4 (4.44%) C
8 4 (4.44%) Data Analysis Expressions (DAX)
8 4 (4.44%) Ruby
9 3 (3.33%) C++
9 3 (3.33%) PL/SQL
9 3 (3.33%) Scala
10 2 (2.22%) MATLAB
11 1 (1.11%) Bash Shell
11 1 (1.11%) PowerShell
11 1 (1.11%) Shell Script
Qualifications
1 16 (17.78%) Degree
2 3 (3.33%) DV Cleared
2 3 (3.33%) PhD
2 3 (3.33%) Security Cleared
3 1 (1.11%) CISA
3 1 (1.11%) CISM
3 1 (1.11%) CISSP
3 1 (1.11%) ITIL Certification
Quality Assurance & Compliance
1 6 (6.67%) QA
2 3 (3.33%) Data Quality
3 1 (1.11%) ISO/IEC 27001
System Software
1 4 (4.44%) Hyper-V
1 4 (4.44%) VMware Infrastructure
2 1 (1.11%) HDFS
Systems Management
1 1 (1.11%) AirWatch
Vendors
1 28 (31.11%) Oracle
2 19 (21.11%) Microsoft
3 9 (10.00%) Ab Initio
3 9 (10.00%) Informatica
4 8 (8.89%) MicroStrategy
5 7 (7.78%) Cognos
6 6 (6.67%) IBM
6 6 (6.67%) SAP
6 6 (6.67%) Tableau
7 5 (5.56%) Google
8 4 (4.44%) Teradata
8 4 (4.44%) VMware
9 1 (1.11%) Apple
9 1 (1.11%) Cisco
9 1 (1.11%) Hortonworks
9 1 (1.11%) Meraki
9 1 (1.11%) Samsung
9 1 (1.11%) Talend
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Salary: £30000 - £50000 per annum + Bonus & Benefits
Posted: Yesterday
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Salary: From £35,000 to £50,000 per annum Depending of exp
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