Period
to 21 February 2019

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 21 February 2019 with a comparison to the same period in the previous 2 years.

Data Extraction
England > East of England
6 months to
21 Feb 2019
Same period 2018 Same period 2017
Rank 303 352 349
Rank change year-on-year +49 -3 +33
Permanent jobs citing Data Extraction 9 13 14
As % of all permanent IT jobs advertised in the East of England 0.098% 0.10% 0.11%
As % of the Processes & Methodologies category 0.11% 0.11% 0.12%
Number of salaries quoted 5 11 14
East of England median annual salary £40,000 £35,000 £42,500
Median salary % change year-on-year +14.29% -17.65% -5.56%
10th Percentile £36,100 £29,900 £26,475
90th Percentile £54,500 £46,250 £54,500
England median annual salary £51,500 £45,000 £45,000
% change year-on-year +14.44% - +3.45%

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 East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 8,166 11,375 11,513
As % of all permanent IT jobs advertised in the East of England 89.34% 91.02% 90.80%
Number of salaries quoted 6,167 9,228 9,361
East of England median annual salary £47,500 £49,500 £45,000
Median salary % change year-on-year -4.04% +10.00% -
10th Percentile £26,750 £27,500 £26,750
90th Percentile £72,500 £71,250 £70,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Data Extraction
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Extraction in the East of England

Data Extraction
Salary Trend in the East of England

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

Salary trend for Data Extraction in the East of England

Data Extraction
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Extraction in the East of England over the 6 months to 21 February 2019.

Salary histogram for Data Extraction in the East of England

Data Extraction
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the East of England region over the 6 months to 21 February 2019. 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
Essex +23 3 £47,500 +11.76%
Cambridgeshire - 3 £50,000 -
Hertfordshire +38 2 £40,000 +25.39% 1
Norfolk - 1 £35,000 -
Data Extraction
England

For the 6 months to 21 February 2019, IT jobs citing Data Extraction also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East of England region with a requirement for Data Extraction.

1 6 (66.67%) SQL
1 6 (66.67%) ETL
2 5 (55.56%) Finance
2 5 (55.56%) Degree
2 5 (55.56%) Tableau
3 4 (44.44%) Analytical Skills
3 4 (44.44%) Marketing
3 4 (44.44%) Visualisation
3 4 (44.44%) SQL Server Reporting Services
3 4 (44.44%) VBA
3 4 (44.44%) SQL Server
3 4 (44.44%) Microsoft Excel
4 3 (33.33%) Cognos
4 3 (33.33%) Data Warehouse
4 3 (33.33%) SAS
4 3 (33.33%) Python
4 3 (33.33%) Business Intelligence
4 3 (33.33%) Power BI
4 3 (33.33%) SQL Server Integration Services
4 3 (33.33%) Problem-Solving
5 2 (22.22%) Decision-Making
5 2 (22.22%) Marketing Strategy
5 2 (22.22%) Actionable Insight
5 2 (22.22%) Decision Tree
5 2 (22.22%) Data Strategy
5 2 (22.22%) Computer Science Degree
5 2 (22.22%) Dashboard Development
5 2 (22.22%) Pentaho
5 2 (22.22%) Hadoop
5 2 (22.22%) Predictive Modelling

Data Extraction
Co-occurring IT Skills in the East of England 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 3 (33.33%) SAS
2 2 (22.22%) CMS
3 1 (11.11%) Apache
3 1 (11.11%) Apache Spark
Applications
1 4 (44.44%) Microsoft Excel
2 1 (11.11%) SPSS
Business Applications
1 2 (22.22%) Adobe Campaign
1 2 (22.22%) Cognos Business Intelligence
1 2 (22.22%) Cognos TM1
Cloud Services
1 1 (11.11%) Amazon AWS
1 1 (11.11%) Microsoft Azure
Communications & Networking
1 2 (22.22%) SMS
Database & Business Intelligence
1 4 (44.44%) SQL Server
1 4 (44.44%) SQL Server Reporting Services
2 3 (33.33%) Data Warehouse
2 3 (33.33%) Power BI
2 3 (33.33%) SQL Server Integration Services
3 2 (22.22%) Apache Hive
3 2 (22.22%) Base SAS
3 2 (22.22%) Data Mining
3 2 (22.22%) Hadoop
3 2 (22.22%) Microsoft Analysis Services
3 2 (22.22%) Pentaho
3 2 (22.22%) QlikView
3 2 (22.22%) Relational Database
3 2 (22.22%) SQL Server Analysis Services
4 1 (11.11%) Amazon QuickSight
4 1 (11.11%) Amazon Redshift
4 1 (11.11%) NoSQL
4 1 (11.11%) SQL Server 2005
4 1 (11.11%) SQL Server 2016
Development Applications
1 1 (11.11%) Visual Studio
General
1 5 (55.56%) Finance
2 4 (44.44%) Marketing
3 2 (22.22%) Banking
4 1 (11.11%) Automotive
Job Titles
1 5 (55.56%) Analyst
1 5 (55.56%) Data Analyst
2 2 (22.22%) Risk Analyst
2 2 (22.22%) Risk Analytics Analyst
2 2 (22.22%) Systems Analyst
3 1 (11.11%) C# Developer
3 1 (11.11%) Data Engineer
3 1 (11.11%) Data Migration Analyst
3 1 (11.11%) Developer
3 1 (11.11%) ETL Analyst
3 1 (11.11%) Migration Analyst
3 1 (11.11%) Oracle Analyst
3 1 (11.11%) SQL Analyst
3 1 (11.11%) SQL Data Analyst
3 1 (11.11%) SQL Server Analyst
3 1 (11.11%) SSIS Analyst
3 1 (11.11%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 2 (22.22%) Web Services
2 1 (11.11%) .NET
2 1 (11.11%) .NET Framework
2 1 (11.11%) ASP.NET
2 1 (11.11%) ASP.NET MVC
2 1 (11.11%) Entity Framework
2 1 (11.11%) Kafka
2 1 (11.11%) NumPy
2 1 (11.11%) Pandas
2 1 (11.11%) SOAP
2 1 (11.11%) WCF
2 1 (11.11%) XML
Miscellaneous
1 4 (44.44%) Analytical Skills
2 2 (22.22%) Mobile App
2 2 (22.22%) Social Media
Operating Systems
1 1 (11.11%) Windows
Processes & Methodologies
1 6 (66.67%) ETL
2 4 (44.44%) Visualisation
3 3 (33.33%) Business Intelligence
3 3 (33.33%) Problem-Solving
4 2 (22.22%) Actionable Insight
4 2 (22.22%) Analytics
4 2 (22.22%) Business Analysis
4 2 (22.22%) Business Development
4 2 (22.22%) Content Management
4 2 (22.22%) Dashboard Development
4 2 (22.22%) Data Analysis
4 2 (22.22%) Data Strategy
4 2 (22.22%) Decision Tree
4 2 (22.22%) Decision-Making
4 2 (22.22%) Digital Marketing
4 2 (22.22%) Marketing Strategy
4 2 (22.22%) Predictive Modelling
4 2 (22.22%) Risk Analytics
4 2 (22.22%) Statistical Analysis
4 2 (22.22%) Validation
Programming Languages
1 6 (66.67%) SQL
2 4 (44.44%) VBA
3 3 (33.33%) Python
4 2 (22.22%) T-SQL
5 1 (11.11%) C#
5 1 (11.11%) R
Qualifications
1 5 (55.56%) Degree
2 2 (22.22%) Computer Science Degree
System Software
1 1 (11.11%) Docker
Vendors
1 5 (55.56%) Tableau
2 3 (33.33%) Cognos
3 2 (22.22%) Adobe
3 2 (22.22%) Microsoft
4 1 (11.11%) Oracle
4 1 (11.11%) SAP