The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 24 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 140 113 79
Rank change year-on-year
-27 -34
Permanent jobs citing Data Analysis 55 74 128
As % of all permanent IT jobs located in Manchester 1.47% 1.90% 3.16%
As % of the Processes & Methodologies category 1.64% 2.11% 3.62%
Number of salaries quoted 42 67 118
Median salary £40,000 £39,720 £32,500
Median salary % change year-on-year
+0.70% +22.21%
90% offered a salary of more than £30,000 £25,500 £25,000
10% offered a salary of more than £62,500 £54,700 £50,000
UK excluding London median salary £42,500 £40,000 £38,375
% change year-on-year
+6.25% +4.23%
Data Analysis
North West

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

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
3353 3510 3534
As % of all permanent IT jobs located in Manchester 89.80% 89.93% 87.32%
Number of salaries quoted 2838 2913 2900
Median salary £44,000 £42,500 £40,000
Median salary % change year-on-year
+3.52% +6.25%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £58,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analysis
Jobs Demand Trend in Manchester

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

Data Analysis Jobs Demand Trend in Manchester

Data Analysis
Salary Trend in Manchester

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

Data Analysis Salary Trend in Manchester

Data Analysis
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Data Analysis across the Manchester region over the 3 months to 24 September 2016.

Data Analysis Salary Histogram in Manchester

Data Analysis
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Manchester region over the 3 months to 24 September 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
Stockport -3 5 £31,500 -16.00% 3
Cheadle - 2 £30,000 -
Oldham - 1 £60,000 -
Data Analysis
North West

Data Analysis
Top 30 Related IT Skills in Manchester

For the 6 months to 24 September 2016, IT jobs citing Data Analysis 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 Manchester region with a requirement for Data Analysis.

1 49 (42.24%) SQL
2 43 (37.07%) Business Intelligence
3 38 (32.76%) Finance
4 30 (25.86%) Analytics
5 28 (24.14%) Statistics
6 27 (23.28%) Data Mining
7 26 (22.41%) SQL Server Reporting Services
8 25 (21.55%) SQL Server Integration Services
8 25 (21.55%) R
9 24 (20.69%) Machine Learning
9 24 (20.69%) Python
10 23 (19.83%) SQL Server
11 21 (18.10%) Data Warehouse
11 21 (18.10%) Big Data
12 20 (17.24%) Customer Insight
12 20 (17.24%) SQL Server Analysis Services
12 20 (17.24%) PhD
13 19 (16.38%) Statistical Analysis
13 19 (16.38%) Degree
13 19 (16.38%) Algorithms
14 18 (15.52%) Analytical Skills
14 18 (15.52%) QlikView
14 18 (15.52%) Business Analysis
15 17 (14.66%) MATLAB
15 17 (14.66%) C++
16 16 (13.79%) ETL
16 16 (13.79%) Stakeholder Management
16 16 (13.79%) iPad
16 16 (13.79%) Mentoring
17 14 (12.07%) Service Design

Data Analysis
Top Related IT Skills in Manchester 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 (5.17%) SAS
2 2 (1.72%) Apache Spark
3 1 (0.86%) Elasticsearch
Applications
1 8 (6.90%) SPSS
2 6 (5.17%) MS Excel
2 6 (5.17%) Stata
3 3 (2.59%) MS PowerPoint
4 2 (1.72%) MS Office
4 2 (1.72%) MS Visio
5 1 (0.86%) MS Project
Business Applications
1 4 (3.45%) SAP Oil and Gas
2 3 (2.59%) PeopleSoft HRMS
3 2 (1.72%) Oracle ERP
4 1 (0.86%) SAP CRM
4 1 (0.86%) SAP HCM
4 1 (0.86%) SAP HR
4 1 (0.86%) SAP HR-PA
Cloud Services
1 1 (0.86%) Amazon AWS
1 1 (0.86%) Google Analytics
Database & Business Intelligence
1 27 (23.28%) Data Mining
2 26 (22.41%) SQL Server Reporting Services
3 25 (21.55%) SQL Server Integration Services
4 23 (19.83%) SQL Server
5 21 (18.10%) Big Data
5 21 (18.10%) Data Warehouse
6 20 (17.24%) SQL Server Analysis Services
7 18 (15.52%) QlikView
8 10 (8.62%) Qlik Sense
9 6 (5.17%) BusinessObjects
9 6 (5.17%) Relational Database
10 5 (4.31%) Power BI
11 4 (3.45%) SQL Server 2008
12 2 (1.72%) Base SAS
12 2 (1.72%) Crystal Reports
12 2 (1.72%) Hadoop
12 2 (1.72%) NoSQL
12 2 (1.72%) Oracle Database
13 1 (0.86%) MS Access
13 1 (0.86%) SQL Server 2012
Development Applications
1 1 (0.86%) SQL Server Management Studio (SSMS)
General
1 38 (32.76%) Finance
2 8 (6.90%) Manufacturing
2 8 (6.90%) Retail
3 7 (6.03%) Marketing
4 4 (3.45%) Electronics
4 4 (3.45%) Local Government
4 4 (3.45%) Telecoms
5 3 (2.59%) Italian Language
5 3 (2.59%) Polish Language
5 3 (2.59%) Spanish Language
5 3 (2.59%) Swedish Language
6 2 (1.72%) Advertising
6 2 (1.72%) Banking
6 2 (1.72%) French Language
6 2 (1.72%) International Banking
7 1 (0.86%) Law
7 1 (0.86%) Legal
Job Titles
1 41 (35.34%) Analyst
2 28 (24.14%) Developer
3 16 (13.79%) Business Intelligence Developer
3 16 (13.79%) Data Analyst
4 14 (12.07%) Machine Learning Engineer
4 14 (12.07%) MATLAB Engineer
5 9 (7.76%) Business Analyst
5 9 (7.76%) Consultant
6 7 (6.03%) Business Intelligence Analyst
6 7 (6.03%) Data Scientist
6 7 (6.03%) QlikView Developer
7 5 (4.31%) Data Warehouse Consultant
7 5 (4.31%) Junior
8 4 (3.45%) Business Developer
8 4 (3.45%) Business Intelligence Consultant
8 4 (3.45%) Business Objects Consultant
8 4 (3.45%) QlikView Consultant
8 4 (3.45%) Senior Developer
8 4 (3.45%) Software Developer
8 4 (3.45%) SQL Developer
Libraries, Frameworks & Software Standards
1 13 (11.21%) .NET
1 13 (11.21%) ASP.NET
1 13 (11.21%) XML
2 3 (2.59%) CSS
2 3 (2.59%) D3.js
2 3 (2.59%) Highcharts JS
2 3 (2.59%) HTML
2 3 (2.59%) jQuery
3 2 (1.72%) Akka
3 2 (1.72%) AngularJS
3 2 (1.72%) JSON
3 2 (1.72%) Play Framework
3 2 (1.72%) RESTful
4 1 (0.86%) REST
4 1 (0.86%) SOAP
4 1 (0.86%) Web Services
Miscellaneous
1 28 (24.14%) Statistics
2 19 (16.38%) Algorithms
3 18 (15.52%) Analytical Skills
4 16 (13.79%) iPad
5 14 (12.07%) CUDA
6 13 (11.21%) Data Integration
7 8 (6.90%) Computer Science
7 8 (6.90%) Mathematics
7 8 (6.90%) Visualisation
8 4 (3.45%) Physics
9 3 (2.59%) Management Information System
9 3 (2.59%) Social Media
10 2 (1.72%) Credit Risk
10 2 (1.72%) Data Extraction
11 1 (0.86%) Economics
Operating Systems
1 1 (0.86%) Linux
1 1 (0.86%) Unix
Processes & Methodologies
1 43 (37.07%) Business Intelligence
2 30 (25.86%) Analytics
3 24 (20.69%) Machine Learning
4 20 (17.24%) Customer Insight
5 19 (16.38%) Statistical Analysis
6 18 (15.52%) Business Analysis
7 16 (13.79%) ETL
7 16 (13.79%) Mentoring
7 16 (13.79%) Stakeholder Management
8 14 (12.07%) Service Design
8 14 (12.07%) Stochastic Modelling
9 13 (11.21%) Data Transformation
10 10 (8.62%) Project Management
10 10 (8.62%) Risk Management
11 9 (7.76%) Change Management
11 9 (7.76%) Data Modelling
11 9 (7.76%) Information Management
12 8 (6.90%) Agile Software Development
12 8 (6.90%) Data Management
12 8 (6.90%) E-Commerce
Programming Languages
1 49 (42.24%) SQL
2 25 (21.55%) R
3 24 (20.69%) Python
4 17 (14.66%) C++
4 17 (14.66%) MATLAB
5 11 (9.48%) T-SQL
6 7 (6.03%) VBA
7 5 (4.31%) JavaScript
8 4 (3.45%) Java
8 4 (3.45%) PL/SQL
8 4 (3.45%) Scala
9 2 (1.72%) C
9 2 (1.72%) Perl
Qualifications
1 20 (17.24%) PhD
2 19 (16.38%) Degree
3 2 (1.72%) ITIL Certification
4 1 (0.86%) PRINCE2 Certification
4 1 (0.86%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 9 (7.76%) QA
2 8 (6.90%) Data Quality
3 1 (0.86%) SLA
Vendors
1 14 (12.07%) SAP
2 13 (11.21%) Microsoft
3 6 (5.17%) Cognos
3 6 (5.17%) Oracle
3 6 (5.17%) Tableau
4 3 (2.59%) Orchard
4 3 (2.59%) PeopleSoft
5 2 (1.72%) IBM
6 1 (0.86%) Google
6 1 (0.86%) Infor
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