Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
England > East of England
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 338 337 373
Rank change year-on-year -1 +36 +7
Permanent jobs citing Data Extraction 19 23 21
As % of all permanent IT jobs advertised in the East of England 0.16% 0.18% 0.14%
As % of the Processes & Methodologies category 0.18% 0.20% 0.16%
Number of salaries quoted 15 22 17
East of England median annual salary £40,000 £45,000 £25,000
Median salary % change year-on-year -11.11% +80.00% -15.25%
10th Percentile £29,900 £33,605 £22,000
90th Percentile £52,500 £62,000 £55,500
England median annual salary £47,500 £42,500 £45,000
% change year-on-year +11.76% -5.56% +5.88%

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 10617 11542 13379
As % of all permanent IT jobs advertised in the East of England 88.05% 88.51% 87.15%
Number of salaries quoted 8626 9519 10992
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.45%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 20 November 2017.

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 20 November 2017. 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
Cambridgeshire -33 8 £45,000 +32.74%
Essex +21 6 £40,000 -5.88%
Hertfordshire -5 5 £31,900 -29.11%
Data Extraction
England

For the 6 months to 20 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 East of England region with a requirement for Data Extraction.

1 8 (42.11%) RDBMS
1 8 (42.11%) Mathematics
1 8 (42.11%) Physics
1 8 (42.11%) Computer Science
1 8 (42.11%) Java
1 8 (42.11%) SQL
1 8 (42.11%) JUnit
1 8 (42.11%) Python
1 8 (42.11%) PhD
1 8 (42.11%) Git (software)
1 8 (42.11%) Scala
1 8 (42.11%) NoSQL
1 8 (42.11%) REST
1 8 (42.11%) Machine Learning
1 8 (42.11%) Big Data
1 8 (42.11%) Relational Database
1 8 (42.11%) Microservices
1 8 (42.11%) Apache Spark
1 8 (42.11%) Algorithms
1 8 (42.11%) Smart Energy
1 8 (42.11%) Complexity Analysis
1 8 (42.11%) Mathematical Modelling
1 8 (42.11%) Renewable Energy
2 7 (36.84%) SQL Server
3 4 (21.05%) Data Warehouse
3 4 (21.05%) ETL
3 4 (21.05%) NHS
3 4 (21.05%) Business Intelligence
3 4 (21.05%) Disaster Recovery
3 4 (21.05%) Degree

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 8 (42.11%) Apache Spark
2 1 (5.26%) Apache
Database & Business Intelligence
1 8 (42.11%) Big Data
1 8 (42.11%) NoSQL
1 8 (42.11%) RDBMS
1 8 (42.11%) Relational Database
2 7 (36.84%) SQL Server
3 4 (21.05%) Data Warehouse
3 4 (21.05%) SQL Server Integration Services
4 3 (15.79%) MS Access
5 1 (5.26%) MySQL
Development Applications
1 8 (42.11%) Git (software)
1 8 (42.11%) JUnit
Job Titles
1 10 (52.63%) Developer
2 8 (42.11%) Data Scientist
3 4 (21.05%) ETL Developer
3 4 (21.05%) Junior
3 4 (21.05%) Junior Developer
3 4 (21.05%) Junior ETL Developer
4 3 (15.79%) Microsoft Developer
4 3 (15.79%) SQL Developer
4 3 (15.79%) SQL Server Developer
5 1 (5.26%) Designer
5 1 (5.26%) Machine Learning Scientist
5 1 (5.26%) Web Designer
Libraries, Frameworks & Software Standards
1 8 (42.11%) REST
2 3 (15.79%) Web Services
3 1 (5.26%) LAMP
3 1 (5.26%) Laravel
Miscellaneous
1 8 (42.11%) Algorithms
1 8 (42.11%) Computer Science
1 8 (42.11%) Renewable Energy
1 8 (42.11%) Smart Energy
2 4 (21.05%) NHS
Operating Systems
1 3 (15.79%) Windows
2 1 (5.26%) Linux
Processes & Methodologies
1 8 (42.11%) Complexity Analysis
1 8 (42.11%) Machine Learning
1 8 (42.11%) Mathematical Modelling
1 8 (42.11%) Mathematics
1 8 (42.11%) Microservices
1 8 (42.11%) Physics
2 4 (21.05%) Business Intelligence
2 4 (21.05%) Disaster Recovery
2 4 (21.05%) ETL
3 3 (15.79%) Continuous Delivery
4 1 (5.26%) ITIL
4 1 (5.26%) MVC
4 1 (5.26%) User Acceptance Testing
Programming Languages
1 8 (42.11%) Java
1 8 (42.11%) Python
1 8 (42.11%) Scala
1 8 (42.11%) SQL
2 3 (15.79%) C#
2 3 (15.79%) VBA
3 1 (5.26%) PHP
Qualifications
1 8 (42.11%) PhD
2 4 (21.05%) Degree
Quality Assurance & Compliance
1 3 (15.79%) Data Quality
2 1 (5.26%) ISO 9001
2 1 (5.26%) ISO/IEC 27001
Vendors
1 1 (5.26%) Syncfusion