Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
Merseyside > Liverpool
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 58 93 68
Rank change year-on-year +35 -25 +9
Permanent jobs citing Data Extraction 11 2 3
As % of all permanent IT jobs advertised in Liverpool 1.44% 0.19% 0.45%
As % of the Processes & Methodologies category 1.59% 0.21% 0.51%
Number of salaries quoted 11 1 3
Liverpool median annual salary £30,500 £30,000 £30,000
Median salary % change year-on-year +1.67% - -29.41%
10th Percentile £21,250 £29,000 £26,500
90th Percentile £52,500 £31,000 £38,900
Merseyside median annual salary £30,500 £30,000 £30,000
% change year-on-year +1.67% - -29.41%

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 Liverpool with a requirement for process or methodology skills.

All Process and Methodology Skills
Liverpool
Permanent vacancies with a requirement for process or methodology skills 694 959 590
As % of all permanent IT jobs advertised in Liverpool 91.08% 88.96% 87.67%
Number of salaries quoted 521 615 467
Liverpool median annual salary £41,000 £40,000 £40,000
Median salary % change year-on-year +2.50% - -
10th Percentile £27,500 £26,250 £24,400
90th Percentile £67,500 £57,500 £65,000
Merseyside median annual salary £40,000 £38,625 £40,000
% change year-on-year +3.56% -3.44% -

Data Extraction
Job Vacancy Trend in Liverpool

Job postings citing Data Extraction as a percentage of all IT jobs advertised in Liverpool.

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 6 months to 23 November 2017.

Salary histogram for Data Extraction in Liverpool

For the 6 months to 23 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 Liverpool region with a requirement for Data Extraction.

1 11 (100.00%) SQL
1 11 (100.00%) Analytical Skills
2 7 (63.64%) Data Cleansing
2 7 (63.64%) Data Analysis
3 6 (54.55%) Marketing
3 6 (54.55%) Games
4 4 (36.36%) Teradata
4 4 (36.36%) Advertising
4 4 (36.36%) Python
4 4 (36.36%) Data Modelling
4 4 (36.36%) SAS
4 4 (36.36%) Visualisation
4 4 (36.36%) Logistic Regression
4 4 (36.36%) Apache Spark
4 4 (36.36%) Algorithms
4 4 (36.36%) Deep Learning
5 3 (27.27%) E-Commerce
5 3 (27.27%) BusinessObjects
5 3 (27.27%) Project Planning
5 3 (27.27%) Retail
5 3 (27.27%) Alterian
6 1 (9.09%) Business Intelligence
6 1 (9.09%) Analytics
6 1 (9.09%) QlikView
6 1 (9.09%) Data Analytics

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 4 (36.36%) Apache Spark
1 4 (36.36%) SAS
Database & Business Intelligence
1 3 (27.27%) BusinessObjects
2 1 (9.09%) QlikView
General
1 6 (54.55%) Games
1 6 (54.55%) Marketing
2 4 (36.36%) Advertising
3 3 (27.27%) Retail
Job Titles
1 7 (63.64%) Analyst
1 7 (63.64%) Data Analyst
2 3 (27.27%) Data Manager
2 3 (27.27%) Data Scientist
2 3 (27.27%) Project Manager
3 1 (9.09%) Analytics Manager
3 1 (9.09%) Data Analytics Manager
Miscellaneous
1 11 (100.00%) Analytical Skills
2 4 (36.36%) Algorithms
Processes & Methodologies
1 7 (63.64%) Data Analysis
1 7 (63.64%) Data Cleansing
2 4 (36.36%) Data Modelling
2 4 (36.36%) Deep Learning
2 4 (36.36%) Logistic Regression
2 4 (36.36%) Visualisation
3 3 (27.27%) E-Commerce
3 3 (27.27%) Project Planning
4 1 (9.09%) Analytics
4 1 (9.09%) Business Intelligence
4 1 (9.09%) Data Analytics
Programming Languages
1 11 (100.00%) SQL
2 4 (36.36%) Python
Vendors
1 4 (36.36%) Teradata
2 3 (27.27%) Alterian