Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Knutsford 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
Cheshire > Knutsford
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 58 26 -
Rank change year-on-year -32 - +43
Permanent jobs citing Data Analysis 16 7 0
As % of all permanent IT jobs advertised in Knutsford 2.63% 5.88% -
As % of the Processes & Methodologies category 2.85% 6.31% -
Number of salaries quoted 6 1 0
Knutsford median annual salary £40,000 £55,000 -
Median salary % change year-on-year -27.27% - -
Cheshire median annual salary £42,500 £31,500 £26,000
% change year-on-year +34.92% +21.15% -35.00%

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 Knutsford with a requirement for process or methodology skills.

All Process and Methodology Skills
Knutsford
Permanent vacancies with a requirement for process or methodology skills 562 111 255
As % of all permanent IT jobs advertised in Knutsford 92.43% 93.28% 90.75%
Number of salaries quoted 230 30 217
Knutsford median annual salary £47,750 £45,000 £42,500
Median salary % change year-on-year +6.11% +5.88% -1.16%
10th Percentile £32,500 £21,250 £23,100
90th Percentile £72,750 £75,250 £60,000
Cheshire median annual salary £45,000 £37,500 £40,000
% change year-on-year +20.00% -6.25% -

Data Analysis
Job Vacancy Trend in Knutsford

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

Job vacancy trend for Data Analysis in Knutsford

Data Analysis
Salary Trend in Knutsford

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

Salary trend for Data Analysis in Knutsford

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 Knutsford region with a requirement for Data Analysis.

1 9 (56.25%) Finance
1 9 (56.25%) Banking
2 8 (50.00%) Stakeholder Management
2 8 (50.00%) Agile Software Development
3 7 (43.75%) Business Analysis
4 6 (37.50%) Investment Banking
4 6 (37.50%) Wealth Management
4 6 (37.50%) Risk Management
4 6 (37.50%) Analytical Skills
5 5 (31.25%) SDLC
6 4 (25.00%) Scenario Testing
6 4 (25.00%) Law
6 4 (25.00%) SQL
6 4 (25.00%) Microsoft Excel
6 4 (25.00%) Project Management
7 3 (18.75%) Python
7 3 (18.75%) ETL
7 3 (18.75%) Business Intelligence
7 3 (18.75%) Salesforce.com
7 3 (18.75%) Data Warehouse
7 3 (18.75%) MySQL
7 3 (18.75%) Information Security
7 3 (18.75%) Scrum
7 3 (18.75%) Business Development
7 3 (18.75%) Visualisation
7 3 (18.75%) Data Visualisation
7 3 (18.75%) Tableau
7 3 (18.75%) Kimball Methodology
7 3 (18.75%) Translating Business Requirements
7 3 (18.75%) Power BI

Data Analysis
Co-occurring IT Skills in Knutsford 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:

Applications
1 4 (25.00%) Microsoft Excel
2 2 (12.50%) Microsoft PowerPoint
2 2 (12.50%) MS Visio
Cloud Services
1 2 (12.50%) IBM Blueworks
2 1 (6.25%) Amazon AWS
2 1 (6.25%) Amazon Glacier
2 1 (6.25%) Amazon S3
Database & Business Intelligence
1 3 (18.75%) Data Warehouse
1 3 (18.75%) MySQL
1 3 (18.75%) Power BI
2 1 (6.25%) Relational Database
2 1 (6.25%) SQL Server
2 1 (6.25%) SQL Server Analysis Services
2 1 (6.25%) SQL Server Integration Services
2 1 (6.25%) SQL Server Reporting Services
General
1 9 (56.25%) Banking
1 9 (56.25%) Finance
2 6 (37.50%) Investment Banking
3 4 (25.00%) Law
4 2 (12.50%) Corporate Banking
4 2 (12.50%) Financial Institution
Job Titles
1 12 (75.00%) Analyst
2 9 (56.25%) Business Analyst
3 4 (25.00%) Senior Analyst
4 3 (18.75%) Data Engineer
4 3 (18.75%) Senior Business Analyst
5 2 (12.50%) Continuous Improvement Analyst
6 1 (6.25%) Data Modeller
6 1 (6.25%) Lead Business Analyst
6 1 (6.25%) Senior Test Analyst
6 1 (6.25%) Test Analyst
Libraries, Frameworks & Software Standards
1 1 (6.25%) Web Services
Miscellaneous
1 6 (37.50%) Analytical Skills
2 1 (6.25%) Data Structures
2 1 (6.25%) Greenfield Project
2 1 (6.25%) Management Information System
2 1 (6.25%) Reference Data
Processes & Methodologies
1 8 (50.00%) Agile Software Development
1 8 (50.00%) Stakeholder Management
2 7 (43.75%) Business Analysis
3 6 (37.50%) Risk Management
3 6 (37.50%) Wealth Management
4 5 (31.25%) SDLC
5 4 (25.00%) Project Management
5 4 (25.00%) Scenario Testing
6 3 (18.75%) Business Development
6 3 (18.75%) Business Intelligence
6 3 (18.75%) Data Visualisation
6 3 (18.75%) ETL
6 3 (18.75%) Information Security
6 3 (18.75%) Kimball Methodology
6 3 (18.75%) Scrum
6 3 (18.75%) Translating Business Requirements
6 3 (18.75%) Visualisation
7 2 (12.50%) Collaborative Working
7 2 (12.50%) Performance Tuning
7 2 (12.50%) Stakeholder and Relationship Management
Programming Languages
1 4 (25.00%) SQL
2 3 (18.75%) Python
3 1 (6.25%) R
Qualifications
1 1 (6.25%) Degree
Quality Assurance & Compliance
1 1 (6.25%) Data Quality
1 1 (6.25%) QA
Vendors
1 3 (18.75%) Salesforce.com
1 3 (18.75%) Tableau
2 1 (6.25%) GoldenSource