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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Extraction
Rank 232 236 252
Rank change year-on-year
+4 +16
Permanent jobs citing Data Extraction 26 8 16
As % of all permanent IT jobs located in the North West 0.41% 0.13% 0.22%
As % of the Miscellaneous category 1.00% 0.36% 0.62%
Number of salaries quoted 18 8 14
Median salary £45,000 £33,250 £36,500
Median salary % change year-on-year
+35.33% -8.90%
90% offered a salary of more than £24,500 £30,250 £28,500
10% offered a salary of more than £55,000 £41,350 £47,500
UK excluding London median salary £42,500 £35,000 £36,400
% change year-on-year
+21.42% -3.84%
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
2594 2200 2578
As % of all permanent IT jobs located in the North West 41.26% 35.85% 35.01%
Number of salaries quoted 2139 1737 2186
Median salary £40,000 £40,000 £39,000
Median salary % change year-on-year
- +2.56%
90% offered a salary of more than £27,500 £25,000 £25,000
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £42,500 £42,500 £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 7 December 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 7 December 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 +5 18 £45,000 +45.16% 1
Cheshire +24 4 £24,500 -38.75% 1
Merseyside -7 2 £55,000 +48.64% 1
Lancashire - 2 £50,000 - 2
Data Extraction
England

Data Extraction
Top 30 Related IT Skills in the North West

For the 6 months to 7 December 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 29 (80.56%) SQL
2 23 (63.89%) SQL Server
3 19 (52.78%) Data Warehouse
4 14 (38.89%) MS Excel
5 12 (33.33%) Business Intelligence
6 11 (30.56%) T-SQL
7 10 (27.78%) Microsoft
7 10 (27.78%) ETL
7 10 (27.78%) SQL Server Reporting Services
7 10 (27.78%) SQL Server Integration Services
7 10 (27.78%) SQL Server Analysis Services
8 9 (25.00%) Statistics
8 9 (25.00%) Data Analysis
8 9 (25.00%) SQL Server 2008
9 8 (22.22%) PowerShell
9 8 (22.22%) Visualisation
9 8 (22.22%) Data Visualisation
9 8 (22.22%) Performance Tuning
9 8 (22.22%) Performance Monitoring
9 8 (22.22%) Analytical Skills
9 8 (22.22%) Agile Software Development
9 8 (22.22%) VBA
9 8 (22.22%) OLAP
9 8 (22.22%) OLAP Cube
10 7 (19.44%) SQL Server 2016
10 7 (19.44%) BusinessObjects
10 7 (19.44%) Finance
11 6 (16.67%) SAS
11 6 (16.67%) Analytics
12 5 (13.89%) Big Data

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:

Application Platforms
1 6 (16.67%) SAS
2 1 (2.78%) Apache Pig
2 1 (2.78%) Apache Spark
2 1 (2.78%) MS Exchange
Applications
1 14 (38.89%) MS Excel
2 4 (11.11%) MS Office
3 2 (5.56%) MS PowerPoint
4 1 (2.78%) Spreadsheet
Communications & Networking
1 1 (2.78%) DHCP
1 1 (2.78%) DNS
1 1 (2.78%) Firewall
1 1 (2.78%) Intranet
1 1 (2.78%) LAN
1 1 (2.78%) TCP/IP
1 1 (2.78%) VLAN
1 1 (2.78%) VPN
1 1 (2.78%) WAN
Database & Business Intelligence
1 23 (63.89%) SQL Server
2 19 (52.78%) Data Warehouse
3 10 (27.78%) SQL Server Analysis Services
3 10 (27.78%) SQL Server Integration Services
3 10 (27.78%) SQL Server Reporting Services
4 9 (25.00%) SQL Server 2008
5 8 (22.22%) OLAP
5 8 (22.22%) OLAP Cube
6 7 (19.44%) BusinessObjects
6 7 (19.44%) SQL Server 2016
7 5 (13.89%) Big Data
8 4 (11.11%) Spotfire
9 2 (5.56%) Data Mining
10 1 (2.78%) Apache Hive
10 1 (2.78%) DB2
10 1 (2.78%) Hadoop
10 1 (2.78%) Oracle ODI
10 1 (2.78%) QlikView
10 1 (2.78%) RDBMS
10 1 (2.78%) SQL Server 2012
General
1 7 (19.44%) Finance
2 4 (11.11%) Marketing
3 2 (5.56%) Legal
4 1 (2.78%) Local Government
4 1 (2.78%) Retail
Job Titles
1 19 (52.78%) Developer
2 10 (27.78%) SSIS Developer
3 8 (22.22%) Business Intelligence Developer
3 8 (22.22%) SSRS Developer
4 7 (19.44%) Data Warehouse Developer
5 6 (16.67%) Data Manager
6 4 (11.11%) Analyst
6 4 (11.11%) Analytics Manager
6 4 (11.11%) Data Analytics Manager
6 4 (11.11%) IT Support
7 3 (8.33%) Compliance Manager
7 3 (8.33%) IT Engineer
7 3 (8.33%) IT Support Engineer
7 3 (8.33%) Report Manager
7 3 (8.33%) Support Engineer
8 2 (5.56%) SQL Developer
9 1 (2.78%) .NET Developer
9 1 (2.78%) C# Developer
9 1 (2.78%) Data Analyst
9 1 (2.78%) IT Support Analyst
Libraries, Frameworks & Software Standards
1 2 (5.56%) .NET
1 2 (5.56%) ASP.NET
2 1 (2.78%) Classic ASP
2 1 (2.78%) CSS
Miscellaneous
1 9 (25.00%) Statistics
2 8 (22.22%) Analytical Skills
2 8 (22.22%) Visualisation
3 3 (8.33%) Computer Science
3 3 (8.33%) Management Information System
4 1 (2.78%) Applied Mathematics
4 1 (2.78%) iPad
4 1 (2.78%) iPhone
4 1 (2.78%) Mathematics
4 1 (2.78%) Replication
Operating Systems
1 4 (11.11%) Windows
1 4 (11.11%) Windows 7
1 4 (11.11%) Windows 8
2 3 (8.33%) Windows 10
3 1 (2.78%) Windows Server
Processes & Methodologies
1 12 (33.33%) Business Intelligence
2 10 (27.78%) ETL
3 9 (25.00%) Data Analysis
4 8 (22.22%) Agile Software Development
4 8 (22.22%) Data Visualisation
4 8 (22.22%) Performance Monitoring
4 8 (22.22%) Performance Tuning
5 6 (16.67%) Analytics
6 4 (11.11%) CRM
6 4 (11.11%) Data Analytics
6 4 (11.11%) E-Commerce
7 3 (8.33%) Data Management
7 3 (8.33%) ERP
7 3 (8.33%) Lean Six Sigma
7 3 (8.33%) Six Sigma
8 1 (2.78%) Business Analysis
8 1 (2.78%) Enterprise Data Management
8 1 (2.78%) Predictive Analytics
8 1 (2.78%) Statistical Analysis
8 1 (2.78%) Supplier Management
Programming Languages
1 29 (80.56%) SQL
2 11 (30.56%) T-SQL
3 8 (22.22%) PowerShell
3 8 (22.22%) VBA
4 5 (13.89%) Python
4 5 (13.89%) R
5 2 (5.56%) C#
6 1 (2.78%) JavaScript
6 1 (2.78%) MATLAB
6 1 (2.78%) PHP
6 1 (2.78%) Shell Script
6 1 (2.78%) VB
Qualifications
1 5 (13.89%) Degree
2 3 (8.33%) Six Sigma Green Belt
3 1 (2.78%) PhD
Quality Assurance & Compliance
1 1 (2.78%) Data Quality
1 1 (2.78%) QA
System Software
1 4 (11.11%) Active Directory
2 3 (8.33%) vSphere
Vendors
1 10 (27.78%) Microsoft
2 5 (13.89%) Tableau
3 3 (8.33%) Sage
3 3 (8.33%) VMware
4 2 (5.56%) Oracle
5 1 (2.78%) MicroStrategy
5 1 (2.78%) Teradata
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