Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
North West > Cheshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 94 98 149
Rank change year-on-year +4 +51 -33
Permanent jobs citing Data Analysis 87 50 39
As % of all permanent IT jobs advertised in Cheshire 2.83% 2.20% 1.22%
As % of the Processes & Methodologies category 3.18% 2.52% 1.38%
Number of salaries quoted 69 44 29
Cheshire median annual salary £42,500 £31,500 £26,000
Median salary % change year-on-year +34.92% +21.15% -35.00%
10th Percentile £26,148 £27,500 £20,750
90th Percentile £67,500 £56,375 £47,000
North West median annual salary £37,500 £36,000 £37,500
% change year-on-year +4.17% -4.00% +15.38%

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

All Process and Methodology Skills
Cheshire
Permanent vacancies with a requirement for process or methodology skills 2732 1984 2834
As % of all permanent IT jobs advertised in Cheshire 88.82% 87.44% 88.42%
Number of salaries quoted 2059 1678 2397
Cheshire median annual salary £45,000 £37,500 £40,000
Median salary % change year-on-year +20.00% -6.25% -
10th Percentile £26,250 £22,500 £22,500
90th Percentile £65,000 £60,000 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Data Analysis
Job Vacancy Trend in Cheshire

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Cheshire.

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 6 months to 22 November 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 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Knutsford -32 16 £40,000 -27.27% 1
Chester +5 11 £21,500 -52.22% 2
Warrington -21 7 £37,500 +19.05%
Macclesfield +7 6 £38,750 +10.71%
Wilmslow +12 1 £27,060 -9.80%
Crewe 0 1 £77,500 +121.43%
Alderley Edge - 1 £42,500 -
Data Analysis
North West

For the 6 months to 22 November 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 44 (50.57%) Business Intelligence
2 40 (45.98%) SQL
2 40 (45.98%) Finance
3 27 (31.03%) Data Warehouse
4 26 (29.89%) SQL Server Reporting Services
5 23 (26.44%) Analytics
6 20 (22.99%) Power BI
7 18 (20.69%) Agile Software Development
8 17 (19.54%) Stakeholder Management
8 17 (19.54%) Visualisation
9 16 (18.39%) Banking
9 16 (18.39%) Business Analysis
9 16 (18.39%) SQL Server
10 15 (17.24%) Analytical Skills
11 14 (16.09%) Data Modelling
11 14 (16.09%) ETL
12 13 (14.94%) Crystal Reports
12 13 (14.94%) Data Visualisation
13 12 (13.79%) SDLC
13 12 (13.79%) T-SQL
13 12 (13.79%) Microsoft
14 10 (11.49%) Data Management
14 10 (11.49%) Project Management
14 10 (11.49%) Management Information System
14 10 (11.49%) Risk Management
14 10 (11.49%) Python
15 9 (10.34%) Migration
15 9 (10.34%) Computer Science
15 9 (10.34%) Scenario Testing
15 9 (10.34%) Tableau

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 1 (1.15%) SharePoint
Applications
1 8 (9.20%) Microsoft Excel
2 5 (5.75%) Microsoft Office
3 3 (3.45%) Microsoft PowerPoint
3 3 (3.45%) MS Visio
4 1 (1.15%) Microsoft Project
Business Applications
1 3 (3.45%) Dynamics AX
1 3 (3.45%) Dynamics CRM
Cloud Services
1 4 (4.60%) Dynamics 365
1 4 (4.60%) Google Analytics
2 2 (2.30%) IBM Blueworks
2 2 (2.30%) Microsoft Azure
2 2 (2.30%) Responsys
2 2 (2.30%) Silverpop
3 1 (1.15%) Amazon AWS
3 1 (1.15%) Amazon Glacier
3 1 (1.15%) Amazon S3
3 1 (1.15%) GitHub
Communications & Networking
1 2 (2.30%) SMS
Database & Business Intelligence
1 27 (31.03%) Data Warehouse
2 26 (29.89%) SQL Server Reporting Services
3 20 (22.99%) Power BI
4 16 (18.39%) SQL Server
5 13 (14.94%) Crystal Reports
6 8 (9.20%) SQL Server Analysis Services
6 8 (9.20%) SQL Server Integration Services
7 6 (6.90%) SQL Server 2016
8 5 (5.75%) Data Mining
8 5 (5.75%) MySQL
8 5 (5.75%) Qlik Sense
8 5 (5.75%) Star Schema
8 5 (5.75%) VLDB
9 4 (4.60%) QlikView
10 3 (3.45%) Big Data
11 2 (2.30%) Snowflake Schema
11 2 (2.30%) SQL Server 2014
12 1 (1.15%) Pentaho
12 1 (1.15%) Relational Database
Development Applications
1 4 (4.60%) SQL Server Management Studio (SSMS)
2 2 (2.30%) Git (software)
2 2 (2.30%) Visual Studio
3 1 (1.15%) Team Foundation Server
General
1 40 (45.98%) Finance
2 16 (18.39%) Banking
3 6 (6.90%) Investment Banking
4 5 (5.75%) Marketing
5 4 (4.60%) Advertising
5 4 (4.60%) Law
6 2 (2.30%) Corporate Banking
6 2 (2.30%) Financial Institution
6 2 (2.30%) Retail
Job Titles
1 42 (48.28%) Analyst
2 24 (27.59%) Developer
3 18 (20.69%) Business Analyst
4 16 (18.39%) Business Intelligence Developer
5 12 (13.79%) Data Analyst
6 10 (11.49%) SQL Developer
7 9 (10.34%) Senior Analyst
7 9 (10.34%) SQL BI Developer
8 8 (9.20%) Architect
8 8 (9.20%) Business Developer
9 7 (8.05%) Data Architect
9 7 (8.05%) Data Engineer
9 7 (8.05%) DBA
9 7 (8.05%) SQL DBA
9 7 (8.05%) SSRS Developer
10 6 (6.90%) Analytics Developer
10 6 (6.90%) Technical Analyst
10 6 (6.90%) Technical Business Analyst
11 5 (5.75%) Investment Banking Business Analyst
11 5 (5.75%) IT Business Analyst
Libraries, Frameworks & Software Standards
1 5 (5.75%) XML
2 4 (4.60%) HTML
3 2 (2.30%) CSS
4 1 (1.15%) J2EE
4 1 (1.15%) Web Services
Miscellaneous
1 15 (17.24%) Analytical Skills
2 10 (11.49%) Management Information System
3 9 (10.34%) Computer Science
4 5 (5.75%) Semantic Web
5 3 (3.45%) Data Structures
6 2 (2.30%) Greenfield Project
6 2 (2.30%) Social Media
6 2 (2.30%) User Experience
7 1 (1.15%) Reference Data
Operating Systems
1 2 (2.30%) Unix
2 1 (1.15%) Linux
2 1 (1.15%) Windows
Processes & Methodologies
1 44 (50.57%) Business Intelligence
2 23 (26.44%) Analytics
3 18 (20.69%) Agile Software Development
4 17 (19.54%) Stakeholder Management
4 17 (19.54%) Visualisation
5 16 (18.39%) Business Analysis
6 14 (16.09%) Data Modelling
6 14 (16.09%) ETL
7 13 (14.94%) Data Visualisation
8 12 (13.79%) SDLC
9 10 (11.49%) Data Management
9 10 (11.49%) Project Management
9 10 (11.49%) Risk Management
10 9 (10.34%) Migration
10 9 (10.34%) Scenario Testing
11 8 (9.20%) Business Analytics
12 7 (8.05%) Data Analytics
12 7 (8.05%) Kimball Methodology
12 7 (8.05%) Performance Tuning
12 7 (8.05%) Stakeholder Engagement
Programming Languages
1 40 (45.98%) SQL
2 12 (13.79%) T-SQL
3 10 (11.49%) Python
4 2 (2.30%) JavaScript
5 1 (1.15%) Java
5 1 (1.15%) PHP
5 1 (1.15%) R
Qualifications
1 7 (8.05%) Degree
2 3 (3.45%) Computer Science Degree
Quality Assurance & Compliance
1 7 (8.05%) Data Quality
1 7 (8.05%) QA
2 2 (2.30%) PMO
2 2 (2.30%) SLA
3 1 (1.15%) GDPR
Vendors
1 12 (13.79%) Microsoft
2 9 (10.34%) Tableau
3 7 (8.05%) Salesforce.com
4 6 (6.90%) Google
4 6 (6.90%) Oracle
5 2 (2.30%) Salesforce Marketing Cloud
6 1 (1.15%) GoldenSource
6 1 (1.15%) Twitter