The following table provides summary statistics for permanent job vacancies advertised in Cheshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
North West / Cheshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 73 73 90
Rank change year-on-year 0 +17  
Permanent jobs citing Data Analysis 19 26 33
As % of all permanent IT jobs advertised in Cheshire 1.77% 1.99% 1.89%
As % of the Processes & Methodologies category 2.03% 2.34% 2.08%
Number of salaries quoted 10 24 21
Median salary £35,000 £26,000 £33,000
Median salary % change year-on-year +34.61% -21.21%  
90% offered a salary of more than £31,500 £24,000 £27,500
10% offered a salary of more than £41,750 £67,500 £67,500
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cheshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cheshire
Permanent job vacancies with a requirement for process and methodology skills 935 1111 1585
As % of all permanent IT job vacancies advertised in Cheshire 86.90% 85.13% 90.99%
Number of salaries quoted 745 930 1205
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
90% offered a salary of more than £30,000 £26,000 £27,500
10% offered a salary of more than £62,500 £55,000 £55,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analysis
Job Vacancy Trend in Cheshire

The job posting trend of jobs advertised in Cheshire citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in Cheshire

Data Analysis
Salary Trend in Cheshire

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

Salary trend for Data Analysis in Cheshire

Data Analysis
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Data Analysis in Cheshire over the 3 months to 29 March 2017.

Salary histogram for Data Analysis in Cheshire

Data Analysis
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Cheshire region over the 3 months to 29 March 2017. 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 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
Warrington +9 4 £31,500 +21.15% 1
Chester +3 3 £40,000 -5.88% 5
Knutsford - 3 - -
Crewe - 2 £36,250 -
Macclesfield -4 1 £35,000 -5.40%
Data Analysis
North West

For the 6 months to 29 March 2017, 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 Cheshire region with a requirement for Data Analysis.

1 21 (67.74%) SQL
2 19 (61.29%) Analytical Skills
3 18 (58.06%) Finance
4 13 (41.94%) SQL Server
4 13 (41.94%) SQL Server Integration Services
5 11 (35.48%) MS Excel
6 9 (29.03%) Oracle
7 8 (25.81%) Microsoft
8 7 (22.58%) SharePoint
8 7 (22.58%) PowerShell
9 6 (19.35%) Team Foundation Server
9 6 (19.35%) Business Intelligence
10 4 (12.90%) Data Warehouse
10 4 (12.90%) Data Modelling
10 4 (12.90%) PL/SQL
10 4 (12.90%) Business Analysis
10 4 (12.90%) Marketing
10 4 (12.90%) SDLC
11 3 (9.68%) Line Management
11 3 (9.68%) Oracle EBS R12
11 3 (9.68%) Enterprise Software
11 3 (9.68%) Presales
11 3 (9.68%) Business Development
11 3 (9.68%) Degree
11 3 (9.68%) Life Science
11 3 (9.68%) Process Improvement
11 3 (9.68%) T-SQL
11 3 (9.68%) Oracle Forms
11 3 (9.68%) Oracle Reports
11 3 (9.68%) Project Management

Data Analysis
Co-occurring IT Skills in Cheshire 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 7 (22.58%) SharePoint
2 2 (6.45%) SAS
Applications
1 11 (35.48%) MS Excel
2 1 (3.23%) MS PowerPoint
2 1 (3.23%) Spreadsheet
2 1 (3.23%) SPSS
Business Applications
1 3 (9.68%) Oracle EBS R12
2 1 (3.23%) FastStats
Database & Business Intelligence
1 13 (41.94%) SQL Server
1 13 (41.94%) SQL Server Integration Services
2 4 (12.90%) Data Warehouse
3 3 (9.68%) Oracle Reports
4 2 (6.45%) SQL Server Analysis Services
4 2 (6.45%) SQL Server Reporting Services
5 1 (3.23%) QlikView
Development Applications
1 6 (19.35%) Team Foundation Server
2 3 (9.68%) Oracle Forms
3 1 (3.23%) Oracle APEX
General
1 18 (58.06%) Finance
2 4 (12.90%) Marketing
3 3 (9.68%) Manufacturing
4 2 (6.45%) Banking
4 2 (6.45%) Investment Banking
5 1 (3.23%) Advertising
5 1 (3.23%) Law
5 1 (3.23%) Pharmaceutical
5 1 (3.23%) Retail
Job Titles
1 22 (70.97%) Analyst
2 11 (35.48%) Data Analyst
2 11 (35.48%) SQL Analyst
2 11 (35.48%) SQL Data Analyst
3 10 (32.26%) Technical Analyst
4 7 (22.58%) Developer
5 4 (12.90%) Business Analyst
6 3 (9.68%) Business IT Analyst
6 3 (9.68%) IT Analyst
6 3 (9.68%) Oracle Developer
6 3 (9.68%) Support Analyst
7 2 (6.45%) Business Intelligence Developer
7 2 (6.45%) Information Analyst
7 2 (6.45%) IT Business Analyst
7 2 (6.45%) Senior Analyst
7 2 (6.45%) Senior Developer
7 2 (6.45%) SQL Developer
8 1 (3.23%) Analyst Programmer
8 1 (3.23%) Programmer
8 1 (3.23%) Systems Analyst
Miscellaneous
1 19 (61.29%) Analytical Skills
2 3 (9.68%) Enterprise Software
2 3 (9.68%) Life Science
3 1 (3.23%) Algorithms
3 1 (3.23%) Digital Media
3 1 (3.23%) Robotics
Processes & Methodologies
1 6 (19.35%) Business Intelligence
2 4 (12.90%) Business Analysis
2 4 (12.90%) Data Modelling
2 4 (12.90%) SDLC
3 3 (9.68%) Business Development
3 3 (9.68%) Line Management
3 3 (9.68%) Presales
3 3 (9.68%) Process Improvement
3 3 (9.68%) Project Management
4 2 (6.45%) Agile Software Development
4 2 (6.45%) Change Management
4 2 (6.45%) Data Management
4 2 (6.45%) ERP
4 2 (6.45%) GAP Analysis
4 2 (6.45%) Mathematics
4 2 (6.45%) Requirements Analysis
4 2 (6.45%) Risk Management
4 2 (6.45%) Stakeholder Management
4 2 (6.45%) Test Management
4 2 (6.45%) Wealth Management
Programming Languages
1 21 (67.74%) SQL
2 7 (22.58%) PowerShell
3 4 (12.90%) PL/SQL
4 3 (9.68%) T-SQL
5 2 (6.45%) Python
6 1 (3.23%) C#
6 1 (3.23%) Java
6 1 (3.23%) MATLAB
6 1 (3.23%) R
6 1 (3.23%) VBA
Qualifications
1 3 (9.68%) Degree
Quality Assurance & Compliance
1 1 (3.23%) Data Quality
Vendors
1 9 (29.03%) Oracle
2 8 (25.81%) Microsoft
3 1 (3.23%) Minitab
3 1 (3.23%) Tableau
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