The following table provides summary statistics for permanent job vacancies advertised in Liverpool 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 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
Merseyside / Liverpool
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 49 54 53
Rank change year-on-year +5 -1  
Permanent jobs citing Data Extraction 7 1 1
As % of all permanent IT jobs advertised in Liverpool 1.79% 0.25% 0.25%
As % of the Processes & Methodologies category 1.95% 0.30% 0.29%
Number of salaries quoted 7 1 1
Median salary £25,000 £30,000 £45,000
Median salary % change year-on-year -16.66% -33.33%  
UK excluding London median salary £40,000 £45,000 £34,000
% change year-on-year -11.11% +32.35%  

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 Liverpool with a requirement for process and methodology skills.

Process & Methodology Skills
Liverpool
Permanent job vacancies with a requirement for process and methodology skills 359 329 342
As % of all permanent IT job vacancies advertised in Liverpool 92.05% 82.66% 84.44%
Number of salaries quoted 253 260 248
Median salary £40,000 £42,500 £45,000
Median salary % change year-on-year -5.88% -5.55%  
90% offered a salary of more than £30,000 £30,500 £28,500
10% offered a salary of more than £67,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Extraction
Job Vacancy Trend in Liverpool

The job posting trend of jobs advertised in Liverpool 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 Liverpool

Data Extraction
Salary Trend in Liverpool

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

Salary trend for Data Extraction in Liverpool

Data Extraction
Salary Histogram in Liverpool

The salary distribution of IT jobs citing Data Extraction in Liverpool over the 3 months to 26 June 2017.

Salary histogram for Data Extraction in Liverpool

For the 6 months to 26 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 Liverpool region with a requirement for Data Extraction.

1 7 (100.00%) SQL
2 6 (85.71%) Analytical Skills
3 5 (71.43%) Data Analysis
3 5 (71.43%) Data Cleansing
3 5 (71.43%) Games
4 4 (57.14%) Visualisation
4 4 (57.14%) Marketing
5 1 (14.29%) Logistic Regression
5 1 (14.29%) SQL Server Analysis Services
5 1 (14.29%) SQL Server Integration Services
5 1 (14.29%) Deep Learning
5 1 (14.29%) SQL Server 2008
5 1 (14.29%) Apache Spark
5 1 (14.29%) Algorithms
5 1 (14.29%) Alterian
5 1 (14.29%) SQL Server Reporting Services
5 1 (14.29%) Teradata
5 1 (14.29%) Advertising
5 1 (14.29%) T-SQL
5 1 (14.29%) SQL Server
5 1 (14.29%) Python
5 1 (14.29%) Data Modelling
5 1 (14.29%) ETL
5 1 (14.29%) SAS
5 1 (14.29%) BusinessObjects

Data Extraction
Co-occurring IT Skills in Liverpool 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 (14.29%) Apache Spark
1 1 (14.29%) SAS
Database & Business Intelligence
1 1 (14.29%) BusinessObjects
1 1 (14.29%) SQL Server
1 1 (14.29%) SQL Server 2008
1 1 (14.29%) SQL Server Analysis Services
1 1 (14.29%) SQL Server Integration Services
1 1 (14.29%) SQL Server Reporting Services
General
1 5 (71.43%) Games
2 4 (57.14%) Marketing
3 1 (14.29%) Advertising
Job Titles
1 5 (71.43%) Analyst
1 5 (71.43%) Data Analyst
2 1 (14.29%) Data Scientist
2 1 (14.29%) Developer
2 1 (14.29%) SQL Developer
2 1 (14.29%) SSIS Developer
2 1 (14.29%) SSRS Developer
Miscellaneous
1 6 (85.71%) Analytical Skills
2 1 (14.29%) Algorithms
Processes & Methodologies
1 5 (71.43%) Data Analysis
1 5 (71.43%) Data Cleansing
2 4 (57.14%) Visualisation
3 1 (14.29%) Data Modelling
3 1 (14.29%) Deep Learning
3 1 (14.29%) ETL
3 1 (14.29%) Logistic Regression
Programming Languages
1 7 (100.00%) SQL
2 1 (14.29%) Python
2 1 (14.29%) T-SQL
Vendors
1 1 (14.29%) Alterian
1 1 (14.29%) Teradata
Liverpool
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £35000.00 per annum
Posted: 3 days ago
Liverpool, Merseyside
JM
Salary: £45000 - £55000 per annum
Posted: 6 days ago