The table below looks at the prevalence of the term Data Extraction in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Extraction over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Extraction
Rank 230 250 227
Rank change year-on-year
+20 -23
Permanent jobs citing Data Extraction 10 12 30
As % of all permanent IT jobs located in the North West 0.17% 0.18% 0.42%
As % of the Miscellaneous category 0.43% 0.49% 1.18%
Number of salaries quoted 10 11 27
Median salary £32,500 £40,000 £47,500
Median salary % change year-on-year
-18.75% -15.78%
90% offered a salary of more than £22,500 £27,500 £25,900
10% offered a salary of more than £40,000 £45,000 £72,500
UK excluding London median salary £40,750 £35,000 £34,094
% change year-on-year
+16.42% +2.65%
Data Extraction
England

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the North West region.

Miscellaneous Category
North West
Permanent IT job ads with a match in the
Miscellaneous category
2344 2426 2542
As % of all permanent IT jobs located in the North West 39.95% 37.16% 35.57%
Number of salaries quoted 1990 1900 1951
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year
- +3.89%
90% offered a salary of more than £25,000 £25,000 £25,000
10% offered a salary of more than £55,000 £60,000 £57,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Extraction
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Data Extraction as a proportion of all IT jobs with a match in the Miscellaneous category.

Data Extraction Jobs Demand Trend 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 across the North West region.

Data Extraction Salary Trend in the North West

Data Extraction
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Extraction across the North West region over the 3 months to 30 July 2016.

Data Extraction Salary Histogram 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 30 July 2016. 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
(Click see detailed
statistics and trends)
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
Manchester -10 5 £40,000 - 1
Cheshire +40 2 £32,000 -
Lancashire - 2 £22,500 -
Merseyside -9 1 £30,000 -17.24%
Data Extraction
England

Data Extraction
Top 30 Related IT Skills in the North West

For the 6 months to 30 July 2016, 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 (58.33%) SQL
2 12 (50.00%) Business Intelligence
3 11 (45.83%) Finance
4 10 (41.67%) Microsoft
4 10 (41.67%) MS Excel
5 9 (37.50%) SQL Server
6 8 (33.33%) T-SQL
6 8 (33.33%) Data Warehouse
7 6 (25.00%) SQL Server Reporting Services
7 6 (25.00%) SQL Server Integration Services
8 5 (20.83%) Data Modelling
9 4 (16.67%) Classic ASP
9 4 (16.67%) ASP.NET
9 4 (16.67%) CSS
9 4 (16.67%) VB
9 4 (16.67%) .NET
9 4 (16.67%) C#
9 4 (16.67%) JavaScript
9 4 (16.67%) Data Analysis
9 4 (16.67%) Logical Data Model
9 4 (16.67%) Physical Data Model
9 4 (16.67%) Web Development
9 4 (16.67%) Local Government
9 4 (16.67%) Time Management
9 4 (16.67%) Spreadsheet
10 3 (12.50%) Six Sigma Green Belt
10 3 (12.50%) Lean Six Sigma
10 3 (12.50%) Six Sigma
10 3 (12.50%) ETL
11 2 (8.33%) Data Mining

Data Extraction
Top Related 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:

Applications
1 10 (41.67%) MS Excel
2 4 (16.67%) Spreadsheet
3 2 (8.33%) MS Office
3 2 (8.33%) MS PowerPoint
Business Applications
1 1 (4.17%) SAP BPC
Communications & Networking
1 1 (4.17%) DHCP
1 1 (4.17%) DNS
1 1 (4.17%) Firewall
1 1 (4.17%) LAN
1 1 (4.17%) TCP/IP
1 1 (4.17%) VLAN
1 1 (4.17%) VPN
1 1 (4.17%) WAN
Database & Business Intelligence
1 9 (37.50%) SQL Server
2 8 (33.33%) Data Warehouse
3 6 (25.00%) SQL Server Integration Services
3 6 (25.00%) SQL Server Reporting Services
4 2 (8.33%) Data Mining
4 2 (8.33%) Relational Database
4 2 (8.33%) SQL Server 2008
4 2 (8.33%) SQL Server 2014
4 2 (8.33%) SQL Server Analysis Services
5 1 (4.17%) Oracle BI EE
5 1 (4.17%) Oracle ODI
5 1 (4.17%) Oracle OWB
5 1 (4.17%) PowerPivot
5 1 (4.17%) RDBMS
5 1 (4.17%) SAP BW
Development Applications
1 1 (4.17%) Toad
General
1 11 (45.83%) Finance
2 4 (16.67%) Local Government
3 1 (4.17%) Manufacturing
3 1 (4.17%) Pharmaceutical
Job Titles
1 11 (45.83%) Developer
2 8 (33.33%) Analyst
3 6 (25.00%) SQL Developer
4 5 (20.83%) Business Intelligence Analyst
4 5 (20.83%) Business Intelligence Developer
4 5 (20.83%) SQL BI Developer
4 5 (20.83%) SSIS Developer
5 4 (16.67%) .NET Developer
5 4 (16.67%) .NET Web Developer
5 4 (16.67%) ASP Developer
5 4 (16.67%) ASP.NET Developer
5 4 (16.67%) Business Developer
5 4 (16.67%) C# .NET Developer
5 4 (16.67%) C# ASP.NET Developer
5 4 (16.67%) C# Developer
5 4 (16.67%) C# Web Developer
5 4 (16.67%) JavaScript Developer
5 4 (16.67%) T-SQL Developer
5 4 (16.67%) Web Developer
6 3 (12.50%) Compliance Manager
Libraries, Frameworks & Software Standards
1 4 (16.67%) .NET
1 4 (16.67%) ASP.NET
1 4 (16.67%) Classic ASP
1 4 (16.67%) CSS
Miscellaneous
1 2 (8.33%) Analytical Skills
1 2 (8.33%) Computer Science
2 1 (4.17%) Data Conversion
2 1 (4.17%) Management Information System
2 1 (4.17%) Mathematics
2 1 (4.17%) Statistics
Operating Systems
1 1 (4.17%) Windows
1 1 (4.17%) Windows 10
1 1 (4.17%) Windows 7
1 1 (4.17%) Windows 8
1 1 (4.17%) Windows Server
Processes & Methodologies
1 12 (50.00%) Business Intelligence
2 5 (20.83%) Data Modelling
3 4 (16.67%) Data Analysis
3 4 (16.67%) Logical Data Model
3 4 (16.67%) Physical Data Model
3 4 (16.67%) Time Management
3 4 (16.67%) Web Development
4 3 (12.50%) ETL
4 3 (12.50%) Lean Six Sigma
4 3 (12.50%) Six Sigma
5 2 (8.33%) Business Analysis
5 2 (8.33%) ERP
5 2 (8.33%) Kimball Methodology
6 1 (4.17%) Coaching
6 1 (4.17%) CRM
6 1 (4.17%) E-Commerce
6 1 (4.17%) Mentoring
6 1 (4.17%) Metadata Management
6 1 (4.17%) PRINCE2
6 1 (4.17%) Supplier Management
Programming Languages
1 14 (58.33%) SQL
2 8 (33.33%) T-SQL
3 4 (16.67%) C#
3 4 (16.67%) JavaScript
3 4 (16.67%) VB
Qualifications
1 3 (12.50%) Six Sigma Green Belt
2 2 (8.33%) Degree
3 1 (4.17%) ISTQB
Quality Assurance & Compliance
1 1 (4.17%) Data Quality
1 1 (4.17%) QA
System Software
1 1 (4.17%) Active Directory
1 1 (4.17%) vSphere
Vendors
1 10 (41.67%) Microsoft
2 2 (8.33%) Oracle
3 1 (4.17%) Informatica
3 1 (4.17%) Sage
3 1 (4.17%) SAP
3 1 (4.17%) Tableau
3 1 (4.17%) VMware