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 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
England / North West
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 244 227 246
Rank change year-on-year -17 +19  
Permanent jobs citing Data Extraction 3 13 9
As % of all permanent IT jobs advertised in the North West 0.049% 0.23% 0.14%
As % of the Processes & Methodologies category 0.054% 0.26% 0.15%
Number of salaries quoted 3 13 7
Median salary £45,000 £32,750 £40,000
Median salary % change year-on-year +37.40% -18.12%  
UK excluding London median salary £42,500 £38,750 £35,000
% change year-on-year +9.67% +10.71%  

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 5547 5046 5851
As % of all permanent IT job vacancies advertised in the North West 90.28% 87.91% 88.54%
Number of salaries quoted 4623 4195 4701
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 29 March 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 29 March 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
Manchester -33 2 £33,750 +3.05% 2
Merseyside - 1 £45,000 - 1
Data Extraction
England

For the 6 months to 29 March 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 27 (96.43%) SQL
2 19 (67.86%) SQL Server
3 16 (57.14%) Data Warehouse
4 10 (35.71%) T-SQL
5 9 (32.14%) MS Excel
5 9 (32.14%) Business Intelligence
5 9 (32.14%) SQL Server Reporting Services
5 9 (32.14%) SQL Server 2008
6 8 (28.57%) SQL Server Integration Services
6 8 (28.57%) Statistics
6 8 (28.57%) SQL Server Analysis Services
6 8 (28.57%) ETL
7 7 (25.00%) BusinessObjects
7 7 (25.00%) SQL Server 2016
8 6 (21.43%) PowerShell
8 6 (21.43%) Visualisation
8 6 (21.43%) Data Visualisation
8 6 (21.43%) Analytics
8 6 (21.43%) Performance Tuning
8 6 (21.43%) Performance Monitoring
8 6 (21.43%) Analytical Skills
8 6 (21.43%) OLAP Cube
8 6 (21.43%) Data Analysis
8 6 (21.43%) Agile Software Development
8 6 (21.43%) Microsoft
8 6 (21.43%) SAS
8 6 (21.43%) VBA
8 6 (21.43%) OLAP
9 5 (17.86%) Python
9 5 (17.86%) R

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 6 (21.43%) SAS
2 1 (3.57%) Apache Pig
2 1 (3.57%) Apache Spark
2 1 (3.57%) MS Exchange
Applications
1 9 (32.14%) MS Excel
2 3 (10.71%) MS Office
3 1 (3.57%) MS PowerPoint
Communications & Networking
1 1 (3.57%) DHCP
1 1 (3.57%) DNS
1 1 (3.57%) Firewall
1 1 (3.57%) Intranet
1 1 (3.57%) LAN
1 1 (3.57%) TCP/IP
1 1 (3.57%) VLAN
1 1 (3.57%) VPN
1 1 (3.57%) WAN
Database & Business Intelligence
1 19 (67.86%) SQL Server
2 16 (57.14%) Data Warehouse
3 9 (32.14%) SQL Server 2008
3 9 (32.14%) SQL Server Reporting Services
4 8 (28.57%) SQL Server Analysis Services
4 8 (28.57%) SQL Server Integration Services
5 7 (25.00%) BusinessObjects
5 7 (25.00%) SQL Server 2016
6 6 (21.43%) OLAP
6 6 (21.43%) OLAP Cube
7 5 (17.86%) Big Data
8 4 (14.29%) Spotfire
9 1 (3.57%) Apache Hive
9 1 (3.57%) Data Mining
9 1 (3.57%) DB2
9 1 (3.57%) Hadoop
9 1 (3.57%) Oracle ODI
9 1 (3.57%) RDBMS
9 1 (3.57%) Relational Database
9 1 (3.57%) SQL Server 2012
General
1 4 (14.29%) Marketing
2 3 (10.71%) Finance
3 2 (7.14%) Legal
4 1 (3.57%) Games
4 1 (3.57%) Retail
Job Titles
1 17 (60.71%) Developer
2 8 (28.57%) SSIS Developer
2 8 (28.57%) SSRS Developer
3 7 (25.00%) Business Intelligence Developer
3 7 (25.00%) Data Warehouse Developer
4 6 (21.43%) Data Manager
5 4 (14.29%) Analytics Manager
5 4 (14.29%) Data Analytics Manager
5 4 (14.29%) IT Support
6 3 (10.71%) IT Engineer
6 3 (10.71%) IT Support Engineer
6 3 (10.71%) Support Engineer
7 2 (7.14%) SQL Developer
8 1 (3.57%) Analyst
8 1 (3.57%) Applications Developer
8 1 (3.57%) IT Support Analyst
8 1 (3.57%) Junior Developer
8 1 (3.57%) Senior Applications Developer
8 1 (3.57%) Server Engineer
8 1 (3.57%) Server Support Engineer
Libraries, Frameworks & Software Standards
1 1 (3.57%) .NET
1 1 (3.57%) ASP.NET
Miscellaneous
1 6 (21.43%) Analytical Skills
2 2 (7.14%) Computer Science
2 2 (7.14%) Management Information System
3 1 (3.57%) iPad
3 1 (3.57%) iPhone
3 1 (3.57%) Replication
Operating Systems
1 4 (14.29%) Windows
1 4 (14.29%) Windows 7
1 4 (14.29%) Windows 8
2 3 (10.71%) Windows 10
3 1 (3.57%) Windows Server
Processes & Methodologies
1 9 (32.14%) Business Intelligence
2 8 (28.57%) ETL
2 8 (28.57%) Statistics
3 6 (21.43%) Agile Software Development
3 6 (21.43%) Analytics
3 6 (21.43%) Data Analysis
3 6 (21.43%) Data Visualisation
3 6 (21.43%) Performance Monitoring
3 6 (21.43%) Performance Tuning
3 6 (21.43%) Visualisation
4 5 (17.86%) Decision Tree
5 4 (14.29%) CRM
5 4 (14.29%) Data Analytics
5 4 (14.29%) E-Commerce
6 3 (10.71%) Data Management
6 3 (10.71%) ERP
7 2 (7.14%) Mathematics
8 1 (3.57%) Applied Mathematics
8 1 (3.57%) Enterprise Data Management
8 1 (3.57%) Predictive Analytics
Programming Languages
1 27 (96.43%) SQL
2 10 (35.71%) T-SQL
3 6 (21.43%) PowerShell
3 6 (21.43%) VBA
4 5 (17.86%) Python
4 5 (17.86%) R
5 1 (3.57%) C#
5 1 (3.57%) MATLAB
5 1 (3.57%) PHP
5 1 (3.57%) Shell Script
Qualifications
1 5 (17.86%) Degree
2 1 (3.57%) PhD
Quality Assurance & Compliance
1 1 (3.57%) QA
System Software
1 4 (14.29%) Active Directory
2 3 (10.71%) vSphere
Vendors
1 6 (21.43%) Microsoft
2 4 (14.29%) Tableau
3 3 (10.71%) Sage
3 3 (10.71%) VMware
4 1 (3.57%) MicroStrategy
4 1 (3.57%) Oracle
4 1 (3.57%) Teradata
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 4 days ago
Birkenhead, Merseyside
Net Recruit.co.uk Ltd
Salary: Up to £24,000
Posted: 5 days ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: Up to £34,000 per annum depending on experience
Posted: 21 days ago