The table below looks at the prevalence of the term Data Extraction in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Extraction over the 3 months to 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Data Extraction
Rank 135 138 142
Rank change year-on-year
+3 +4
Permanent jobs citing Data Extraction 2 3 5
As % of all permanent IT jobs located in Hertfordshire 0.091% 0.14% 0.21%
As % of the Miscellaneous category 0.25% 0.35% 0.52%
Number of salaries quoted 2 3 5
Median salary £55,000 £37,500 £32,500
Median salary % change year-on-year
+46.66% +15.38%
UK excluding London median salary £42,500 £35,000 £36,000
% change year-on-year
+21.42% -2.77%
Data Extraction
East of England

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Hertfordshire region.

Miscellaneous Category
Hertfordshire
Permanent IT job ads with a match in the
Miscellaneous category
797 849 969
As % of all permanent IT jobs located in Hertfordshire 36.29% 39.03% 40.17%
Number of salaries quoted 652 720 811
Median salary £47,000 £45,000 £45,000
Median salary % change year-on-year
+4.44% -
90% offered a salary of more than £25,000 £26,725 £25,000
10% offered a salary of more than £67,000 £70,000 £65,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Extraction
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing Data Extraction as a proportion of all IT jobs with a match in the Miscellaneous category.

Data Extraction Jobs Demand Trend in Hertfordshire

Data Extraction
Salary Trend in Hertfordshire

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

Data Extraction Salary Trend in Hertfordshire

Data Extraction
Top 30 Related IT Skills in Hertfordshire

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

1 9 (81.82%) SQL
1 9 (81.82%) Data Analysis
2 8 (72.73%) T-SQL
2 8 (72.73%) ETL
2 8 (72.73%) Data Cleansing
3 7 (63.64%) Business Intelligence
4 6 (54.55%) Data Mining
5 5 (45.45%) Finance
5 5 (45.45%) Data Warehouse
5 5 (45.45%) ERP
5 5 (45.45%) VBScript
5 5 (45.45%) VB
5 5 (45.45%) VBA
5 5 (45.45%) SQL Server
5 5 (45.45%) Data Conversion
5 5 (45.45%) Retail
5 5 (45.45%) Performance Tuning
5 5 (45.45%) Analytical Skills
6 3 (27.27%) Informatica
6 3 (27.27%) Migration
6 3 (27.27%) MS Office
6 3 (27.27%) C#
6 3 (27.27%) C++
6 3 (27.27%) Java
6 3 (27.27%) Oracle
6 3 (27.27%) XML
6 3 (27.27%) PRINCE2
6 3 (27.27%) Unix
6 3 (27.27%) Windows
6 3 (27.27%) Data Quality

Data Extraction
Top Related IT Skills in Hertfordshire 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:

Applications
1 3 (27.27%) MS Office
2 1 (9.09%) MS Excel
Business Applications
1 2 (18.18%) SAP BPC
Database & Business Intelligence
1 6 (54.55%) Data Mining
2 5 (45.45%) Data Warehouse
2 5 (45.45%) SQL Server
3 2 (18.18%) BusinessObjects
3 2 (18.18%) BusinessObjects Business Intelligence
3 2 (18.18%) SAP BW
3 2 (18.18%) SAP HANA
Development Applications
1 3 (27.27%) Talend Open Studio
General
1 5 (45.45%) Finance
1 5 (45.45%) Retail
2 1 (9.09%) Marketing
Job Titles
1 5 (45.45%) Consultant
1 5 (45.45%) Data Engineer
2 4 (36.36%) Analyst
2 4 (36.36%) Data Analyst
3 3 (27.27%) Data Consultant
3 3 (27.27%) Data Migration Consultant
3 3 (27.27%) Migration Consultant
3 3 (27.27%) SQL Analyst
3 3 (27.27%) SQL Data Analyst
3 3 (27.27%) SQL Server Analyst
4 2 (18.18%) Business Intelligence Consultant
4 2 (18.18%) SAP BI Consultant
4 2 (18.18%) SAP Consultant
5 1 (9.09%) Information Analyst
5 1 (9.09%) MI Analyst
Libraries, Frameworks & Software Standards
1 3 (27.27%) XML
Miscellaneous
1 5 (45.45%) Analytical Skills
1 5 (45.45%) Data Conversion
2 2 (18.18%) User Experience
3 1 (9.09%) Management Information System
3 1 (9.09%) Visualisation
Operating Systems
1 3 (27.27%) Unix
1 3 (27.27%) Windows
Processes & Methodologies
1 9 (81.82%) Data Analysis
2 8 (72.73%) Data Cleansing
2 8 (72.73%) ETL
3 7 (63.64%) Business Intelligence
4 5 (45.45%) ERP
4 5 (45.45%) Performance Tuning
5 3 (27.27%) Data Migration
5 3 (27.27%) Migration
5 3 (27.27%) PRINCE2
6 2 (18.18%) Business Analysis
6 2 (18.18%) Regression Testing
7 1 (9.09%) Data Management
7 1 (9.09%) Data Visualisation
7 1 (9.09%) Linear Algebra
7 1 (9.09%) Statistical Analysis
Programming Languages
1 9 (81.82%) SQL
2 8 (72.73%) T-SQL
3 5 (45.45%) VB
3 5 (45.45%) VBA
3 5 (45.45%) VBScript
4 3 (27.27%) C#
4 3 (27.27%) C++
4 3 (27.27%) Java
5 1 (9.09%) Python
5 1 (9.09%) R
Qualifications
1 3 (27.27%) Degree
1 3 (27.27%) SC Cleared
1 3 (27.27%) Security Cleared
Quality Assurance & Compliance
1 3 (27.27%) Data Quality
Vendors
1 3 (27.27%) Informatica
1 3 (27.27%) Oracle
1 3 (27.27%) Talend
2 2 (18.18%) SAP