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 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Data Extraction
Rank 134 148 -
Rank change year-on-year
+14 -
Permanent jobs citing Data Extraction 5 3 0
As % of all permanent IT jobs located in Hertfordshire 0.25% 0.13% -
As % of the Miscellaneous category 0.66% 0.31% -
Number of salaries quoted 5 2 0
Median salary £45,000 £52,500 -
Median salary % change year-on-year
-14.28% -
UK excluding London median salary £37,500 £35,000 £36,800
% change year-on-year
+7.14% -4.89%
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
762 973 943
As % of all permanent IT jobs located in Hertfordshire 37.76% 40.99% 40.70%
Number of salaries quoted 606 805 783
Median salary £47,500 £41,000 £42,500
Median salary % change year-on-year
+15.85% -3.52%
90% offered a salary of more than £27,500 £25,000 £27,500
10% offered a salary of more than £67,500 £68,250 £65,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Extraction across the Hertfordshire region over the 3 months to 26 September 2016.

Data Extraction Salary Histogram in Hertfordshire

Data Extraction
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the Hertfordshire region over the 3 months to 26 September 2016. 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
(Click see detailed
statistics and trends)
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
Stevenage - 4 £45,000 -
Data Extraction
East of England

Data Extraction
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 26 September 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%) ETL
2 8 (72.73%) T-SQL
2 8 (72.73%) Data Cleansing
3 7 (63.64%) Business Intelligence
4 6 (54.55%) Data Mining
4 6 (54.55%) Analytical Skills
5 5 (45.45%) Performance Tuning
5 5 (45.45%) Data Conversion
5 5 (45.45%) Retail
5 5 (45.45%) Finance
5 5 (45.45%) VBScript
5 5 (45.45%) VB
5 5 (45.45%) VBA
5 5 (45.45%) Data Warehouse
5 5 (45.45%) ERP
5 5 (45.45%) SQL Server
6 4 (36.36%) Informatica
7 3 (27.27%) Migration
7 3 (27.27%) MS Office
7 3 (27.27%) XML
7 3 (27.27%) PRINCE2
7 3 (27.27%) Unix
7 3 (27.27%) Windows
7 3 (27.27%) C#
7 3 (27.27%) C++
7 3 (27.27%) Java
7 3 (27.27%) Oracle
7 3 (27.27%) SC Cleared

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:

Application Platforms
1 1 (9.09%) Apache Solr
1 1 (9.09%) SAS
Applications
1 3 (27.27%) MS Office
2 1 (9.09%) MS Excel
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%) Hadoop
3 2 (18.18%) MongoDB
4 1 (9.09%) BusinessObjects
4 1 (9.09%) Spotfire
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
2 1 (9.09%) Pharmaceutical
Job Titles
1 5 (45.45%) Data Engineer
2 4 (36.36%) Analyst
2 4 (36.36%) Data Analyst
3 3 (27.27%) Consultant
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 1 (9.09%) Information Analyst
4 1 (9.09%) MI Analyst
4 1 (9.09%) Services Director
Libraries, Frameworks & Software Standards
1 3 (27.27%) XML
Miscellaneous
1 6 (54.55%) Analytical Skills
2 5 (45.45%) Data Conversion
3 1 (9.09%) Data Centre
3 1 (9.09%) Data Integration
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%) Analytics
6 2 (18.18%) Data Analytics
6 2 (18.18%) Data Management
7 1 (9.09%) Data Visualisation
7 1 (9.09%) DNA
7 1 (9.09%) Linear Algebra
7 1 (9.09%) Resource Management
7 1 (9.09%) Stakeholder Engagement
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 4 (36.36%) Informatica
2 3 (27.27%) Oracle
2 3 (27.27%) Talend
3 1 (9.09%) HP
3 1 (9.09%) Palantir