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

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 121 99 94
Rank change year-on-year
-22 -5
Permanent jobs citing Data Analysis 62 95 105
As % of all permanent IT jobs located in Manchester 1.72% 2.64% 2.65%
As % of the Processes & Methodologies category 1.94% 2.95% 3.11%
Number of salaries quoted 57 82 97
Median salary £40,000 £37,500 £32,500
Median salary % change year-on-year
+6.66% +15.38%
90% offered a salary of more than £29,500 £30,000 £25,000
10% offered a salary of more than £56,000 £52,500 £42,500
UK excluding London median salary £40,000 £38,000 £38,500
% change year-on-year
+5.26% -1.29%
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
3195 3218 3378
As % of all permanent IT jobs located in Manchester 88.50% 89.59% 85.32%
Number of salaries quoted 2684 2655 2708
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £30,000 £28,000 £26,500
10% offered a salary of more than £62,500 £55,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 27 July 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 27 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
Stockport -5 6 £30,750 +2.50% 2
Cheadle - 2 £30,000 -
Oldham - 2 £60,000 -
Data Analysis
North West

Data Analysis
Top 30 Related IT Skills in Manchester

For the 6 months to 27 July 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 67 (50.38%) SQL
2 53 (39.85%) Finance
3 44 (33.08%) Business Intelligence
4 29 (21.80%) Analytics
5 27 (20.30%) Business Analysis
5 27 (20.30%) SQL Server
6 22 (16.54%) Statistics
7 21 (15.79%) Data Mining
8 20 (15.04%) Python
8 20 (15.04%) Degree
8 20 (15.04%) Analytical Skills
8 20 (15.04%) Machine Learning
9 19 (14.29%) MS Excel
10 18 (13.53%) ETL
10 18 (13.53%) SQL Server Reporting Services
10 18 (13.53%) Algorithms
11 17 (12.78%) R
11 17 (12.78%) Statistical Analysis
11 17 (12.78%) SQL Server Integration Services
11 17 (12.78%) Microsoft
11 17 (12.78%) Data Warehouse
11 17 (12.78%) PhD
12 16 (12.03%) QlikView
13 15 (11.28%) SQL Server Analysis Services
13 15 (11.28%) Big Data
13 15 (11.28%) Customer Insight
13 15 (11.28%) VBA
13 15 (11.28%) Stakeholder Management
14 14 (10.53%) C++
14 14 (10.53%) E-Commerce

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 (4.51%) SharePoint
2 3 (2.26%) SAS
3 1 (0.75%) Elasticsearch
Applications
1 19 (14.29%) MS Excel
2 9 (6.77%) MS Office
3 4 (3.01%) MS PowerPoint
4 3 (2.26%) MS Visio
4 3 (2.26%) SPSS
4 3 (2.26%) Stata
5 1 (0.75%) MS Project
Business Applications
1 4 (3.01%) Infor M3
1 4 (3.01%) Movex
1 4 (3.01%) SAP Oil and Gas
2 2 (1.50%) Oracle ERP
3 1 (0.75%) SAP CRM
3 1 (0.75%) SAP HCM
3 1 (0.75%) SAP HR
3 1 (0.75%) SAP HR-PA
Cloud Services
1 2 (1.50%) Microsoft Azure
2 1 (0.75%) Amazon AWS
2 1 (0.75%) Google Analytics
2 1 (0.75%) SaaS
Communications & Networking
1 1 (0.75%) DHCP
1 1 (0.75%) DNS
1 1 (0.75%) Firewall
1 1 (0.75%) Junos
1 1 (0.75%) MPLS
1 1 (0.75%) Network Security
1 1 (0.75%) TCP/IP
1 1 (0.75%) VLAN
Database & Business Intelligence
1 27 (20.30%) SQL Server
2 21 (15.79%) Data Mining
3 18 (13.53%) SQL Server Reporting Services
4 17 (12.78%) Data Warehouse
4 17 (12.78%) SQL Server Integration Services
5 16 (12.03%) QlikView
6 15 (11.28%) Big Data
6 15 (11.28%) SQL Server Analysis Services
7 14 (10.53%) SQL Server 2008
8 13 (9.77%) Qlik Sense
9 12 (9.02%) SQL Server 2012
10 9 (6.77%) NoSQL
11 7 (5.26%) Relational Database
12 5 (3.76%) PostgreSQL
12 5 (3.76%) SQL Server 2005
13 4 (3.01%) BusinessObjects
14 3 (2.26%) Data Mart
15 2 (1.50%) Base SAS
15 2 (1.50%) Hadoop
15 2 (1.50%) MS Access
Development Applications
1 2 (1.50%) SQL Server Management Studio (SSMS)
General
1 53 (39.85%) Finance
2 12 (9.02%) Manufacturing
3 9 (6.77%) Marketing
4 6 (4.51%) Retail
5 5 (3.76%) Telecoms
6 4 (3.01%) Electronics
7 3 (2.26%) Banking
7 3 (2.26%) Italian Language
7 3 (2.26%) Polish Language
7 3 (2.26%) Spanish Language
7 3 (2.26%) Swedish Language
8 2 (1.50%) Advertising
8 2 (1.50%) French Language
8 2 (1.50%) International Banking
8 2 (1.50%) Law
8 2 (1.50%) Legal
8 2 (1.50%) Local Government
9 1 (0.75%) Billing
Job Titles
1 63 (47.37%) Analyst
2 30 (22.56%) Developer
3 21 (15.79%) Data Analyst
4 17 (12.78%) Business Analyst
5 14 (10.53%) SQL Developer
6 13 (9.77%) Business Intelligence Analyst
7 11 (8.27%) Business Intelligence Developer
7 11 (8.27%) Machine Learning Engineer
7 11 (8.27%) MATLAB Engineer
8 7 (5.26%) SQL Server Developer
9 6 (4.51%) DBA
9 6 (4.51%) Information Manager
9 6 (4.51%) Information Systems Manager
9 6 (4.51%) SQL DBA
9 6 (4.51%) Systems Manager
10 5 (3.76%) SQL Server DBA
11 4 (3.01%) Senior Developer
11 4 (3.01%) Software Developer
11 4 (3.01%) Software Engineer
11 4 (3.01%) Systems Analyst
Libraries, Frameworks & Software Standards
1 9 (6.77%) .NET
2 8 (6.02%) ASP.NET
2 8 (6.02%) XML
3 4 (3.01%) Akka
3 4 (3.01%) JSON
3 4 (3.01%) Play Framework
3 4 (3.01%) RESTful
4 2 (1.50%) AngularJS
Miscellaneous
1 22 (16.54%) Statistics
2 20 (15.04%) Analytical Skills
3 18 (13.53%) Algorithms
4 14 (10.53%) iPad
5 11 (8.27%) CUDA
5 11 (8.27%) Visualisation
6 8 (6.02%) Data Integration
6 8 (6.02%) Management Information System
7 6 (4.51%) Mathematics
8 4 (3.01%) iSeries
9 3 (2.26%) Computer Science
10 2 (1.50%) Credit Risk
10 2 (1.50%) Data Extraction
10 2 (1.50%) FMCG
10 2 (1.50%) Physics
11 1 (0.75%) Economics
Operating Systems
1 7 (5.26%) Windows
2 1 (0.75%) Linux
2 1 (0.75%) Unix
2 1 (0.75%) Windows Server
Processes & Methodologies
1 44 (33.08%) Business Intelligence
2 29 (21.80%) Analytics
3 27 (20.30%) Business Analysis
4 20 (15.04%) Machine Learning
5 18 (13.53%) ETL
6 17 (12.78%) Statistical Analysis
7 15 (11.28%) Customer Insight
7 15 (11.28%) Stakeholder Management
8 14 (10.53%) E-Commerce
9 11 (8.27%) CRM
9 11 (8.27%) Data Management
9 11 (8.27%) Data Modelling
9 11 (8.27%) Information Management
9 11 (8.27%) Service Design
9 11 (8.27%) Stochastic Modelling
10 10 (7.52%) Data Analytics
10 10 (7.52%) Line Management
10 10 (7.52%) PRINCE2
11 9 (6.77%) Agile Software Development
11 9 (6.77%) Mentoring
Programming Languages
1 67 (50.38%) SQL
2 20 (15.04%) Python
3 17 (12.78%) R
4 15 (11.28%) VBA
5 14 (10.53%) C++
6 12 (9.02%) MATLAB
7 7 (5.26%) T-SQL
8 4 (3.01%) PL/SQL
8 4 (3.01%) Scala
9 2 (1.50%) C#
9 2 (1.50%) Java
9 2 (1.50%) JavaScript
10 1 (0.75%) VB.NET
Qualifications
1 20 (15.04%) Degree
2 17 (12.78%) PhD
3 6 (4.51%) PRINCE2 Certification
4 1 (0.75%) ISEB
4 1 (0.75%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 6 (4.51%) QA
2 5 (3.76%) Data Quality
3 2 (1.50%) SLA
System Software
1 1 (0.75%) Active Directory
Vendors
1 17 (12.78%) Microsoft
2 12 (9.02%) Tableau
3 11 (8.27%) SAP
4 8 (6.02%) Cognos
5 3 (2.26%) Oracle
6 2 (1.50%) IBM
7 1 (0.75%) CheckPoint
7 1 (0.75%) Google
7 1 (0.75%) Infor
7 1 (0.75%) Intel Security
7 1 (0.75%) Juniper
7 1 (0.75%) Remedy
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