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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 140 149 92
Rank change year-on-year
+9 -57
Permanent jobs citing Data Analysis 60 37 114
As % of all permanent IT jobs located in Manchester 1.57% 1.03% 2.72%
As % of the Processes & Methodologies category 1.76% 1.15% 3.15%
Number of salaries quoted 35 34 107
Median salary £41,500 £37,500 £37,500
Median salary % change year-on-year
+10.66% -
90% offered a salary of more than £28,500 £22,500 £30,000
10% offered a salary of more than £59,500 £49,250 £43,500
UK excluding London median salary £41,500 £38,500 £40,000
% change year-on-year
+7.79% -3.75%
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
3412 3222 3623
As % of all permanent IT jobs located in Manchester 89.55% 90.05% 86.34%
Number of salaries quoted 2996 2635 3080
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £30,000 £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 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 6 December 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 6 December 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 -4 2 £35,000 -9.09% 1
Bury - 2 £27,000 -
Altrincham - 1 - -
Bolton - 1 £45,000 -
Data Analysis
North West

Data Analysis
Top 30 Related IT Skills in Manchester

For the 6 months to 6 December 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 48 (43.24%) SQL
2 45 (40.54%) Business Intelligence
3 41 (36.94%) Analytics
4 35 (31.53%) Degree
5 30 (27.03%) Statistics
6 27 (24.32%) R
7 26 (23.42%) Python
8 25 (22.52%) Finance
8 25 (22.52%) Analytical Skills
9 24 (21.62%) SQL Server Integration Services
9 24 (21.62%) SQL Server Reporting Services
10 23 (20.72%) Computer Science
11 22 (19.82%) Big Data
11 22 (19.82%) SQL Server
11 22 (19.82%) Data Mining
12 21 (18.92%) Machine Learning
13 20 (18.02%) Customer Insight
14 19 (17.12%) PhD
15 18 (16.22%) Data Warehouse
15 18 (16.22%) QA
16 17 (15.32%) Mentoring
17 15 (13.51%) iPad
17 15 (13.51%) SQL Server Analysis Services
17 15 (13.51%) Visualisation
17 15 (13.51%) ETL
17 15 (13.51%) Business Analysis
18 14 (12.61%) T-SQL
18 14 (12.61%) Statistical Analysis
19 13 (11.71%) Mathematics
19 13 (11.71%) QlikView

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 13 (11.71%) SAS
2 5 (4.50%) Apache Spark
3 4 (3.60%) SharePoint
4 1 (0.90%) Elasticsearch
Applications
1 12 (10.81%) MS Excel
2 11 (9.91%) SPSS
3 6 (5.41%) Stata
4 1 (0.90%) Spreadsheet
Business Applications
1 3 (2.70%) PeopleSoft HRMS
2 1 (0.90%) Cognos Business Intelligence
2 1 (0.90%) SAP HCM
2 1 (0.90%) SAP HR
2 1 (0.90%) SAP HR-PA
2 1 (0.90%) SAP Oil and Gas
Cloud Services
1 4 (3.60%) IaaS
1 4 (3.60%) PaaS
1 4 (3.60%) SaaS
2 3 (2.70%) Google Analytics
3 2 (1.80%) Google Tag Manager
4 1 (0.90%) Adobe Analytics
4 1 (0.90%) Amazon AWS
Database & Business Intelligence
1 24 (21.62%) SQL Server Integration Services
1 24 (21.62%) SQL Server Reporting Services
2 22 (19.82%) Big Data
2 22 (19.82%) Data Mining
2 22 (19.82%) SQL Server
3 18 (16.22%) Data Warehouse
4 15 (13.51%) SQL Server Analysis Services
5 13 (11.71%) QlikView
6 6 (5.41%) Hadoop
7 5 (4.50%) SQL Server 2008
8 4 (3.60%) BusinessObjects
8 4 (3.60%) BusinessObjects Business Intelligence
8 4 (3.60%) Power BI
8 4 (3.60%) Qlik Sense
8 4 (3.60%) Relational Database
8 4 (3.60%) Spotfire
8 4 (3.60%) SQL Server 2005
9 2 (1.80%) MySQL
9 2 (1.80%) Oracle Database
10 1 (0.90%) NoSQL
Development Applications
1 1 (0.90%) Visual Website Optimizer
General
1 25 (22.52%) Finance
2 10 (9.01%) Marketing
3 5 (4.50%) Legal
3 5 (4.50%) Retail
4 4 (3.60%) Multimedia
5 3 (2.70%) Local Government
6 2 (1.80%) Advertising
7 1 (0.90%) Banking
7 1 (0.90%) Electronics
7 1 (0.90%) International Banking
7 1 (0.90%) Manufacturing
7 1 (0.90%) Telecoms
Job Titles
1 30 (27.03%) Analyst
2 28 (25.23%) Developer
3 13 (11.71%) Business Intelligence Developer
3 13 (11.71%) Data Scientist
4 11 (9.91%) JavaScript Developer
5 9 (8.11%) Analyst Developer
6 8 (7.21%) Data Analyst
6 8 (7.21%) Machine Learning Engineer
6 8 (7.21%) MATLAB Engineer
6 8 (7.21%) QlikView Developer
7 7 (6.31%) Consultant
8 5 (4.50%) Senior Data Scientist
9 4 (3.60%) Business Developer
9 4 (3.60%) Data Analytics Manager
9 4 (3.60%) Data Manager
9 4 (3.60%) Data Warehouse Consultant
9 4 (3.60%) DBA
9 4 (3.60%) Service Manager
9 4 (3.60%) SQL DBA
9 4 (3.60%) Systems Analyst
Libraries, Frameworks & Software Standards
1 13 (11.71%) .NET
1 13 (11.71%) ASP.NET
1 13 (11.71%) CSS
1 13 (11.71%) HTML
2 12 (10.81%) D3.js
3 11 (9.91%) Highcharts JS
3 11 (9.91%) jQuery
3 11 (9.91%) XML
4 3 (2.70%) Web Services
5 2 (1.80%) REST
5 2 (1.80%) SOAP
Miscellaneous
1 30 (27.03%) Statistics
2 25 (22.52%) Analytical Skills
3 23 (20.72%) Computer Science
4 15 (13.51%) iPad
4 15 (13.51%) Visualisation
5 13 (11.71%) Mathematics
6 12 (10.81%) Algorithms
7 11 (9.91%) Data Integration
8 8 (7.21%) CUDA
8 8 (7.21%) Management Information System
8 8 (7.21%) Physics
9 6 (5.41%) Data Extraction
10 4 (3.60%) Data Protection Act
10 4 (3.60%) Economics
11 3 (2.70%) Social Media
12 2 (1.80%) Artificial Intelligence
13 1 (0.90%) Credit Risk
13 1 (0.90%) Psychology
13 1 (0.90%) User Experience
Operating Systems
1 2 (1.80%) Linux
1 2 (1.80%) Unix
2 1 (0.90%) VMS
Processes & Methodologies
1 45 (40.54%) Business Intelligence
2 41 (36.94%) Analytics
3 21 (18.92%) Machine Learning
4 20 (18.02%) Customer Insight
5 17 (15.32%) Mentoring
6 15 (13.51%) Business Analysis
6 15 (13.51%) ETL
7 14 (12.61%) Statistical Analysis
8 12 (10.81%) Risk Management
9 11 (9.91%) Data Modelling
9 11 (9.91%) Data Transformation
9 11 (9.91%) Front End Development
9 11 (9.91%) ITIL
10 10 (9.01%) Predictive Modelling
10 10 (9.01%) Stakeholder Management
11 9 (8.11%) Data Analytics
11 9 (8.11%) Service Design
11 9 (8.11%) Web Development
12 8 (7.21%) Data Management
12 8 (7.21%) Stochastic Modelling
Programming Languages
1 48 (43.24%) SQL
2 27 (24.32%) R
3 26 (23.42%) Python
4 14 (12.61%) T-SQL
5 13 (11.71%) JavaScript
5 13 (11.71%) MATLAB
6 12 (10.81%) C++
7 9 (8.11%) Java
8 6 (5.41%) Scala
9 5 (4.50%) C
9 5 (4.50%) C#
9 5 (4.50%) Perl
10 3 (2.70%) PL/SQL
11 2 (1.80%) VBA
12 1 (0.90%) VB
Qualifications
1 35 (31.53%) Degree
2 19 (17.12%) PhD
3 5 (4.50%) ITIL Certification
4 4 (3.60%) MCSA
4 4 (3.60%) Microsoft Certification
Quality Assurance & Compliance
1 18 (16.22%) QA
2 5 (4.50%) Data Quality
2 5 (4.50%) PCI DSS
3 4 (3.60%) SLA
Vendors
1 12 (10.81%) Microsoft
2 9 (8.11%) Orchard
3 7 (6.31%) SAP
4 6 (5.41%) Tableau
5 5 (4.50%) Oracle
6 4 (3.60%) Cognos
7 3 (2.70%) Google
7 3 (2.70%) PeopleSoft
8 2 (1.80%) IFS
9 1 (0.90%) Adobe
9 1 (0.90%) IBM
9 1 (0.90%) Infor
9 1 (0.90%) Omniture
9 1 (0.90%) Optimizely
Manchester, Lancashire
Rullion IT Plus
Salary: £40000 - £45000 per annum + Excellent Benefits
Posted: 2 hours ago
Manchester, Lancashire
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Salary: £38000 - £45000 per annum + Bonus + Benefits
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Manchester
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Stockport
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Manchester
Energize Recruitment Solutions Ltd
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Manchester
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