Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cheshire with a requirement for Data Extraction skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Extraction over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
North West > Cheshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 160 143 184
Rank change year-on-year -17 +41 +12
Permanent jobs citing Data Extraction 19 4 2
As % of all permanent IT jobs advertised in Cheshire 0.62% 0.18% 0.062%
As % of the Processes & Methodologies category 0.70% 0.20% 0.070%
Number of salaries quoted 16 4 2
Cheshire median annual salary £45,000 £24,750 £33,750
Median salary % change year-on-year +81.82% -26.67% -32.50%
10th Percentile £40,000 £22,150 £27,125
90th Percentile £52,500 £29,350 £43,375
North West median annual salary £49,000 £40,000 £35,000
% change year-on-year +22.50% +14.29% -5.41%

Data Extraction 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 2710 1953 2873
As % of all permanent IT jobs advertised in Cheshire 88.68% 87.34% 88.40%
Number of salaries quoted 2049 1656 2431
Cheshire median annual salary £44,000 £37,500 £40,000
Median salary % change year-on-year +17.33% -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 Extraction
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Data Extraction in Cheshire

Data Extraction
Salary Trend in Cheshire

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

Salary trend for Data Extraction in Cheshire

Data Extraction
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Data Extraction in Cheshire over the 6 months to 20 November 2017.

Salary histogram for Data Extraction in Cheshire

Data Extraction
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 Extraction within the Cheshire region over the 6 months to 20 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 - 5 £50,000 -
Chester -8 1 £25,000 +2.04%
Data Extraction
North West

For the 6 months to 20 November 2017, IT jobs citing Data Extraction 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 Extraction.

1 17 (89.47%) SQL Server
2 16 (84.21%) Windows
2 16 (84.21%) Microsoft Excel
2 16 (84.21%) Ganglia
2 16 (84.21%) Tableau
2 16 (84.21%) Amazon AWS
2 16 (84.21%) OpenShift
2 16 (84.21%) SQL Server Management Studio (SSMS)
3 15 (78.95%) Unix
3 15 (78.95%) Middleware
4 13 (68.42%) Configuration Management
4 13 (68.42%) MS Access
4 13 (68.42%) ITIL
4 13 (68.42%) Banking
4 13 (68.42%) ServiceNow
5 11 (57.89%) Computer Science Degree
5 11 (57.89%) Degree
5 11 (57.89%) Computer Science
5 11 (57.89%) Teradata
5 11 (57.89%) Oracle
6 5 (26.32%) Finance
6 5 (26.32%) Analytical Skills
7 4 (21.05%) SQL
8 3 (15.79%) Business Intelligence
8 3 (15.79%) Microsoft
8 3 (15.79%) Advertising
8 3 (15.79%) QlikView
8 3 (15.79%) SQL Server Reporting Services
9 2 (10.53%) Data Governance
9 2 (10.53%) Data Quality

Data Extraction
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:

Applications
1 16 (84.21%) Microsoft Excel
Cloud Services
1 16 (84.21%) Amazon AWS
1 16 (84.21%) OpenShift
Database & Business Intelligence
1 17 (89.47%) SQL Server
2 13 (68.42%) MS Access
3 3 (15.79%) QlikView
3 3 (15.79%) SQL Server Reporting Services
Development Applications
1 16 (84.21%) SQL Server Management Studio (SSMS)
General
1 13 (68.42%) Banking
2 5 (26.32%) Finance
3 3 (15.79%) Advertising
Job Titles
1 16 (84.21%) Analyst
2 11 (57.89%) Banking Analyst
2 11 (57.89%) Data Analyst
3 3 (15.79%) Excel Analyst
3 3 (15.79%) SQL Analyst
4 2 (10.53%) Infrastructure Analyst
5 1 (5.26%) IT Engineer
5 1 (5.26%) IT Support
5 1 (5.26%) IT Support Engineer
5 1 (5.26%) Report Analyst
5 1 (5.26%) Server Engineer
5 1 (5.26%) Server Support
5 1 (5.26%) Server Support Engineer
5 1 (5.26%) SQL Reporting Analyst
5 1 (5.26%) Support Engineer
Libraries, Frameworks & Software Standards
1 15 (78.95%) Middleware
Miscellaneous
1 11 (57.89%) Computer Science
2 5 (26.32%) Analytical Skills
Operating Systems
1 16 (84.21%) Windows
2 15 (78.95%) Unix
3 1 (5.26%) Windows 10
3 1 (5.26%) Windows 7
3 1 (5.26%) Windows 8
Processes & Methodologies
1 13 (68.42%) Configuration Management
1 13 (68.42%) ITIL
2 3 (15.79%) Business Intelligence
3 2 (10.53%) Balanced Scorecard
3 2 (10.53%) Capacity Management
3 2 (10.53%) Data Architecture
3 2 (10.53%) Data Governance
3 2 (10.53%) Data Management
3 2 (10.53%) Metadata Management
3 2 (10.53%) Migration
3 2 (10.53%) Performance Engineering
3 2 (10.53%) Risk Management
3 2 (10.53%) Scorecard
3 2 (10.53%) Software Deployment
4 1 (5.26%) CRM
4 1 (5.26%) E-Commerce
4 1 (5.26%) ERP
Programming Languages
1 4 (21.05%) SQL
Qualifications
1 11 (57.89%) Computer Science Degree
1 11 (57.89%) Degree
Quality Assurance & Compliance
1 2 (10.53%) Data Quality
System Software
1 1 (5.26%) Active Directory
1 1 (5.26%) vSphere
Systems Management
1 16 (84.21%) Ganglia
Vendors
1 16 (84.21%) Tableau
2 13 (68.42%) ServiceNow
3 11 (57.89%) Oracle
3 11 (57.89%) Teradata
4 3 (15.79%) Microsoft
5 1 (5.26%) Sage
5 1 (5.26%) VMware