The following table provides summary statistics for permanent job vacancies advertised in the North West 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 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
England / North West
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 259 228 237
Rank change year-on-year -31 +9  
Permanent jobs citing Data Extraction 16 9 21
As % of all permanent IT jobs advertised in the North West 0.24% 0.16% 0.33%
As % of the Processes & Methodologies category 0.26% 0.18% 0.37%
Number of salaries quoted 13 9 15
Median salary £40,000 £30,000 £40,000
Median salary % change year-on-year +33.33% -25.00%  
90% offered a salary of more than £22,500 £22,500 £33,400
10% offered a salary of more than £55,000 £40,000 £45,000
UK excluding London median salary £40,000 £45,000 £35,000
% change year-on-year -11.11% +28.57%  

Data Extraction 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 the North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 6063 4933 5722
As % of all permanent IT job vacancies advertised in the North West 89.80% 88.17% 89.74%
Number of salaries quoted 4905 4175 4657
Median salary £43,500 £42,500 £40,000
Median salary % change year-on-year +2.35% +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Extraction
Job Vacancy Trend in the North West

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

Job vacancy trend for Data Extraction in the North West

Data Extraction
Salary Trend in the North West

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

Salary trend for Data Extraction in the North West

Data Extraction
Salary Histogram in the North West

The salary distribution of IT jobs citing Data Extraction in the North West over the 3 months to 24 June 2017.

Salary histogram for Data Extraction in the North West

Data Extraction
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the North West region over the 3 months to 24 June 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
Merseyside -3 7 £25,000 -16.66% 3
Manchester -18 7 £50,000 +39.86% 1
Cheshire -25 2 - -
Data Extraction
England

For the 6 months to 24 June 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 North West region with a requirement for Data Extraction.

1 14 (77.78%) SQL
2 7 (38.89%) Visualisation
3 6 (33.33%) Analytical Skills
3 6 (33.33%) ETL
3 6 (33.33%) Business Intelligence
4 5 (27.78%) Data Analysis
4 5 (27.78%) Marketing
4 5 (27.78%) Games
4 5 (27.78%) Data Warehouse
4 5 (27.78%) SQL Server
4 5 (27.78%) Data Cleansing
5 4 (22.22%) T-SQL
5 4 (22.22%) Degree
5 4 (22.22%) Statistics
5 4 (22.22%) SQL Server Reporting Services
6 3 (16.67%) SQL Server Integration Services
6 3 (16.67%) Oracle OWB
6 3 (16.67%) Oracle EBS
6 3 (16.67%) Finance
6 3 (16.67%) Oracle
6 3 (16.67%) PL/SQL
6 3 (16.67%) Oracle Reports
6 3 (16.67%) ERP
6 3 (16.67%) Informatica
6 3 (16.67%) SQL Server Analysis Services
6 3 (16.67%) Oracle BI EE
6 3 (16.67%) Data Visualisation
6 3 (16.67%) Tableau
6 3 (16.67%) Oracle ODI
6 3 (16.67%) Oracle Database

Data Extraction
Co-occurring IT Skills in the North West 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 (5.56%) Apache Spark
1 1 (5.56%) SAS
Applications
1 2 (11.11%) Microsoft Excel
Business Applications
1 3 (16.67%) Oracle EBS
2 2 (11.11%) Oracle ERP
Cloud Services
1 2 (11.11%) Amazon AWS
1 2 (11.11%) OpenShift
2 1 (5.56%) Google Analytics
Database & Business Intelligence
1 5 (27.78%) Data Warehouse
1 5 (27.78%) SQL Server
2 4 (22.22%) SQL Server Reporting Services
3 3 (16.67%) Oracle BI EE
3 3 (16.67%) Oracle Database
3 3 (16.67%) Oracle ODI
3 3 (16.67%) Oracle OWB
3 3 (16.67%) Oracle Reports
3 3 (16.67%) SQL Server Analysis Services
3 3 (16.67%) SQL Server Integration Services
4 2 (11.11%) MS Access
4 2 (11.11%) OLAP
4 2 (11.11%) OLAP Cube
4 2 (11.11%) RDBMS
4 2 (11.11%) Relational Database
5 1 (5.56%) BusinessObjects
5 1 (5.56%) SQL Server 2008
Development Applications
1 2 (11.11%) SQL Server Management Studio (SSMS)
General
1 5 (27.78%) Games
1 5 (27.78%) Marketing
2 3 (16.67%) Finance
3 2 (11.11%) Manufacturing
4 1 (5.56%) Advertising
Job Titles
1 9 (50.00%) Developer
2 8 (44.44%) Analyst
3 6 (33.33%) Business Intelligence Developer
4 5 (27.78%) Data Analyst
5 3 (16.67%) OBIEE Developer
5 3 (16.67%) Oracle BI Developer
5 3 (16.67%) Oracle Developer
5 3 (16.67%) SSIS Developer
5 3 (16.67%) SSRS Developer
6 2 (11.11%) Business Developer
6 2 (11.11%) Graduate
6 2 (11.11%) Graduate Developer
7 1 (5.56%) Conversion Analyst
7 1 (5.56%) Data Scientist
7 1 (5.56%) Junior
7 1 (5.56%) Junior Developer
7 1 (5.56%) Senior Developer
7 1 (5.56%) Senior OBIEE Developer
7 1 (5.56%) Senior Oracle Developer
7 1 (5.56%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (11.11%) Middleware
2 1 (5.56%) REST
2 1 (5.56%) SOAP
2 1 (5.56%) Web Services
Miscellaneous
1 6 (33.33%) Analytical Skills
2 2 (11.11%) Algorithms
2 2 (11.11%) Enterprise Software
3 1 (5.56%) Computer Science
3 1 (5.56%) Data Protection Act
Operating Systems
1 2 (11.11%) Unix
1 2 (11.11%) Windows
Processes & Methodologies
1 7 (38.89%) Visualisation
2 6 (33.33%) Business Intelligence
2 6 (33.33%) ETL
3 5 (27.78%) Data Analysis
3 5 (27.78%) Data Cleansing
4 4 (22.22%) Statistics
5 3 (16.67%) Data Visualisation
5 3 (16.67%) ERP
6 2 (11.11%) Agile Software Development
6 2 (11.11%) Balanced Scorecard
6 2 (11.11%) Capacity Management
6 2 (11.11%) Configuration Management
6 2 (11.11%) Document Management
6 2 (11.11%) ITIL
6 2 (11.11%) Mathematics
6 2 (11.11%) Metadata Management
6 2 (11.11%) Migration
6 2 (11.11%) Risk Management
6 2 (11.11%) Software Deployment
6 2 (11.11%) Test Scripting
Programming Languages
1 14 (77.78%) SQL
2 4 (22.22%) T-SQL
3 3 (16.67%) PL/SQL
4 2 (11.11%) Java
4 2 (11.11%) PowerShell
4 2 (11.11%) VBA
5 1 (5.56%) Python
Qualifications
1 4 (22.22%) Degree
2 1 (5.56%) Numerate Degree
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
Systems Management
1 2 (11.11%) Ganglia
Vendors
1 3 (16.67%) Informatica
1 3 (16.67%) Oracle
1 3 (16.67%) Tableau
2 2 (11.11%) Kofax
2 2 (11.11%) Microsoft
2 2 (11.11%) ServiceNow
3 1 (5.56%) Alterian
3 1 (5.56%) Google
3 1 (5.56%) Teradata
Liverpool
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £35000.00 per annum
Posted: Yesterday
Manchester, Lancashire
Modis International
Salary: £50000 - £60000 per annum + Benefits
Posted: 20 hours ago
Liverpool, Merseyside
JM
Salary: £45000 - £55000 per annum
Posted: 4 days ago