Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
England > North West
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 320 327 340
Rank change year-on-year +7 +13 -20
Permanent jobs citing Data Extraction 58 32 17
As % of all permanent IT jobs advertised in the North West 0.44% 0.26% 0.13%
As % of the Processes & Methodologies category 0.49% 0.28% 0.15%
Number of salaries quoted 47 25 17
North West median annual salary £49,000 £40,000 £35,000
Median salary % change year-on-year +22.50% +14.29% -2.78%
10th Percentile £21,400 £24,350 £26,250
90th Percentile £58,000 £53,500 £45,000
England median annual salary £47,500 £43,167 £45,000
% change year-on-year +10.04% -4.07% +5.88%

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 the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11955 11235 11504
As % of all permanent IT jobs advertised in the North West 89.92% 89.78% 89.43%
Number of salaries quoted 9506 9368 9511
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Extraction
Job Vacancy Trend in the North West

Job postings citing Data Extraction as a percentage of all IT jobs advertised in the North West.

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 6 months to 22 November 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 6 months to 22 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
Manchester -9 28 £55,000 +22.22% 1
Cheshire -14 19 £45,000 +81.82%
Merseyside +26 11 £30,500 +1.67%
Data Extraction
England

For the 6 months to 22 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 North West region with a requirement for Data Extraction.

1 23 (39.66%) SQL
2 21 (36.21%) Business Intelligence
2 21 (36.21%) Analytical Skills
3 19 (32.76%) SQL Server
4 18 (31.03%) Microsoft Excel
5 17 (29.31%) Amazon AWS
5 17 (29.31%) Tableau
5 17 (29.31%) Windows
5 17 (29.31%) Oracle
5 17 (29.31%) SQL Server Management Studio (SSMS)
6 16 (27.59%) OpenShift
6 16 (27.59%) Unix
6 16 (27.59%) Middleware
6 16 (27.59%) Ganglia
7 15 (25.86%) Teradata
7 15 (25.86%) Degree
8 14 (24.14%) Finance
8 14 (24.14%) ETL
8 14 (24.14%) MS Access
8 14 (24.14%) ITIL
9 13 (22.41%) Data Warehouse
9 13 (22.41%) Configuration Management
9 13 (22.41%) Banking
9 13 (22.41%) ServiceNow
10 11 (18.97%) Computer Science Degree
10 11 (18.97%) Computer Science
11 10 (17.24%) Microsoft
12 9 (15.52%) Advertising
12 9 (15.52%) Data Governance
12 9 (15.52%) Data Management

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 4 (6.90%) Apache Spark
1 4 (6.90%) SAS
Applications
1 18 (31.03%) Microsoft Excel
2 4 (6.90%) Microsoft Project
2 4 (6.90%) MS Visio
3 1 (1.72%) Microsoft Office
Business Applications
1 6 (10.34%) Oracle EBS
2 4 (6.90%) Oracle ERP
3 1 (1.72%) Sage 200
3 1 (1.72%) Sage X3
Cloud Services
1 17 (29.31%) Amazon AWS
2 16 (27.59%) OpenShift
3 1 (1.72%) Microsoft Azure
Communications & Networking
1 1 (1.72%) DHCP
1 1 (1.72%) DNS
1 1 (1.72%) TCP/IP
Database & Business Intelligence
1 19 (32.76%) SQL Server
2 14 (24.14%) MS Access
3 13 (22.41%) Data Warehouse
4 6 (10.34%) Oracle BI EE
4 6 (10.34%) Oracle Database
4 6 (10.34%) Oracle ODI
4 6 (10.34%) Oracle OWB
4 6 (10.34%) Oracle Reports
5 5 (8.62%) BusinessObjects
5 5 (8.62%) SQL Server Reporting Services
6 4 (6.90%) Crystal Reports
6 4 (6.90%) MySQL
6 4 (6.90%) QlikView
6 4 (6.90%) RDBMS
6 4 (6.90%) Relational Database
7 2 (3.45%) BusinessObjects Business Intelligence
7 2 (3.45%) SAP BW
7 2 (3.45%) SQL Server Integration Services
8 1 (1.72%) Pentaho
8 1 (1.72%) Power BI
Development Applications
1 17 (29.31%) SQL Server Management Studio (SSMS)
General
1 14 (24.14%) Finance
2 13 (22.41%) Banking
3 9 (15.52%) Advertising
4 6 (10.34%) Games
4 6 (10.34%) Marketing
5 5 (8.62%) Manufacturing
6 3 (5.17%) Retail
Job Titles
1 26 (44.83%) Analyst
2 18 (31.03%) Data Analyst
3 13 (22.41%) Developer
4 11 (18.97%) Banking Analyst
5 9 (15.52%) Business Intelligence Developer
6 7 (12.07%) Architect
6 7 (12.07%) Business Intelligence Architect
6 7 (12.07%) Data Architect
7 6 (10.34%) Business Developer
7 6 (10.34%) OBIEE Developer
7 6 (10.34%) Oracle BI Developer
7 6 (10.34%) Oracle Developer
8 4 (6.90%) Graduate
8 4 (6.90%) Graduate Developer
8 4 (6.90%) Systems Manager
9 3 (5.17%) Data Manager
9 3 (5.17%) Data Scientist
9 3 (5.17%) Excel Analyst
9 3 (5.17%) Project Manager
9 3 (5.17%) SQL Analyst
Libraries, Frameworks & Software Standards
1 16 (27.59%) Middleware
2 2 (3.45%) REST
2 2 (3.45%) SOAP
2 2 (3.45%) Web Services
3 1 (1.72%) .NET
Miscellaneous
1 21 (36.21%) Analytical Skills
2 11 (18.97%) Computer Science
3 7 (12.07%) Virtual Team
4 4 (6.90%) Algorithms
4 4 (6.90%) Client/Server
4 4 (6.90%) Enterprise Software
4 4 (6.90%) NHS
5 3 (5.17%) Analytical Mindset
6 1 (1.72%) Data Protection Act
6 1 (1.72%) Life Science
6 1 (1.72%) Management Information System
Operating Systems
1 17 (29.31%) Windows
2 16 (27.59%) Unix
3 1 (1.72%) Windows 10
3 1 (1.72%) Windows 7
3 1 (1.72%) Windows 8
Processes & Methodologies
1 21 (36.21%) Business Intelligence
2 14 (24.14%) ETL
2 14 (24.14%) ITIL
3 13 (22.41%) Configuration Management
4 9 (15.52%) Data Governance
4 9 (15.52%) Data Management
5 8 (13.79%) Data Analysis
5 8 (13.79%) ERP
6 7 (12.07%) Data Cleansing
6 7 (12.07%) Master Data Management
7 6 (10.34%) Metadata Management
8 5 (8.62%) Data Modelling
9 4 (6.90%) Deep Learning
9 4 (6.90%) Document Management
9 4 (6.90%) E-Commerce
9 4 (6.90%) Logistic Regression
9 4 (6.90%) Test Scripting
9 4 (6.90%) Visualisation
10 3 (5.17%) Project Planning
11 2 (3.45%) Balanced Scorecard
Programming Languages
1 23 (39.66%) SQL
2 6 (10.34%) PL/SQL
3 4 (6.90%) Java
3 4 (6.90%) Python
4 1 (1.72%) T-SQL
4 1 (1.72%) VB.NET
4 1 (1.72%) VBA
Qualifications
1 15 (25.86%) Degree
2 11 (18.97%) Computer Science Degree
Quality Assurance & Compliance
1 2 (3.45%) Data Quality
System Software
1 1 (1.72%) Active Directory
1 1 (1.72%) vSphere
Systems Management
1 16 (27.59%) Ganglia
Vendors
1 17 (29.31%) Oracle
1 17 (29.31%) Tableau
2 15 (25.86%) Teradata
3 13 (22.41%) ServiceNow
4 10 (17.24%) Microsoft
5 6 (10.34%) Informatica
6 4 (6.90%) Kofax
7 3 (5.17%) Alterian
8 2 (3.45%) Sage
8 2 (3.45%) SAP
9 1 (1.72%) VMware