The table below looks at the statistics for Data Extraction skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Extraction over the 3 months to 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Extraction
London / City of London
Rank 215 257 308
Rank change year-on-year
+42 +51
Permanent jobs citing Data Extraction 13 8 11
As % of all permanent IT jobs located in the City of London 0.26% 0.12% 0.11%
As % of the Processes & Methodologies category 0.29% 0.13% 0.12%
Number of salaries quoted 13 6 11
Median salary £45,000 £45,750 £50,000
Median salary % change year-on-year
-1.63% -8.50%
90% offered a salary of more than £30,100 £31,250 £47,500
10% offered a salary of more than £100,000 £55,000 £65,000
UK excluding London median salary £42,500 £37,500 £35,000
% change year-on-year
+13.33% +7.14%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
4490 6131 9030
As % of all permanent IT jobs located in the City of London 89.75% 89.73% 86.86%
Number of salaries quoted 4085 5443 7675
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £42,500 £37,500
10% offered a salary of more than £90,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Extraction
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Data Extraction as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Extraction Jobs Demand Trend in the City of London

Data Extraction
Salary Trend in the City of London

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

Data Extraction Salary Trend in the City of London

Data Extraction
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Extraction across the City of London region over the 3 months to 23 February 2017.

Data Extraction Salary Histogram in the City of London

Data Extraction
Top 30 Related IT Skills in the City of London

For the 6 months to 23 February 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 City of London region with a requirement for Data Extraction.

1 18 (81.82%) Analytics
2 13 (59.09%) Degree
3 12 (54.55%) Python
4 11 (50.00%) SQL
5 10 (45.45%) ETL
6 9 (40.91%) Banking
7 8 (36.36%) Finance
7 8 (36.36%) Tableau
7 8 (36.36%) Hadoop
8 7 (31.82%) Apache Hive
8 7 (31.82%) Mathematics
8 7 (31.82%) MapReduce
8 7 (31.82%) Impala
8 7 (31.82%) Apache Spark
8 7 (31.82%) SDLC
8 7 (31.82%) Linux
9 6 (27.27%) Java
9 6 (27.27%) Business Intelligence
9 6 (27.27%) Data Visualisation
9 6 (27.27%) Visualisation
10 5 (22.73%) R
10 5 (22.73%) SQL Server
11 4 (18.18%) Data Management
11 4 (18.18%) Google
11 4 (18.18%) Microsoft
11 4 (18.18%) MATLAB
11 4 (18.18%) MS Excel
11 4 (18.18%) Data Modelling
11 4 (18.18%) Data Analytics
11 4 (18.18%) Google Analytics

Data Extraction
Top Related IT Skills in the City of London 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 7 (31.82%) Apache Spark
2 1 (4.55%) Apache
2 1 (4.55%) Apache Solr
2 1 (4.55%) Mule
2 1 (4.55%) Oracle Service Bus
2 1 (4.55%) SAS
2 1 (4.55%) WebLogic
2 1 (4.55%) WebSphere
Applications
1 4 (18.18%) MS Excel
2 2 (9.09%) MS Project
2 2 (9.09%) MS Visio
Business Applications
1 1 (4.55%) Salesforce.com CRM
Cloud Services
1 4 (18.18%) Google Analytics
2 1 (4.55%) Force.com
Database & Business Intelligence
1 8 (36.36%) Hadoop
2 7 (31.82%) Apache Hive
2 7 (31.82%) Impala
3 5 (22.73%) SQL Server
4 4 (18.18%) Mixpanel
4 4 (18.18%) Power BI
5 2 (9.09%) BusinessObjects
5 2 (9.09%) Data Warehouse
5 2 (9.09%) MySQL
5 2 (9.09%) QlikView
5 2 (9.09%) Relational Database
5 2 (9.09%) SQL Server Reporting Services
6 1 (4.55%) Base SAS
6 1 (4.55%) Big Data
6 1 (4.55%) Data Mining
6 1 (4.55%) MongoDB
6 1 (4.55%) NoSQL
6 1 (4.55%) SQL Server Integration Services
Development Applications
1 2 (9.09%) Ant
1 2 (9.09%) Git (software)
1 2 (9.09%) Jenkins
1 2 (9.09%) JIRA
2 1 (4.55%) Talend Open Studio
General
1 9 (40.91%) Banking
2 8 (36.36%) Finance
3 2 (9.09%) Automotive
3 2 (9.09%) Billing
4 1 (4.55%) Corporate Banking
4 1 (4.55%) Law
4 1 (4.55%) Legal
4 1 (4.55%) Manufacturing
Job Titles
1 9 (40.91%) Analyst
2 7 (31.82%) Programmer
2 7 (31.82%) Python Programmer
3 5 (22.73%) Data Analyst
3 5 (22.73%) Developer
4 4 (18.18%) Business Intelligence Analyst
5 3 (13.64%) SQL Developer
6 2 (9.09%) Analyst Developer
6 2 (9.09%) Developer Analyst
6 2 (9.09%) Integration Developer
6 2 (9.09%) Senior Analyst
6 2 (9.09%) Senior Data Analyst
6 2 (9.09%) SQL Analyst
6 2 (9.09%) SQL Data Analyst
6 2 (9.09%) T-SQL Developer
7 1 (4.55%) Cognos Developer
7 1 (4.55%) Data Scientist
7 1 (4.55%) SSIS Developer
7 1 (4.55%) Systems Developer
7 1 (4.55%) VBA Developer
Libraries, Frameworks & Software Standards
1 2 (9.09%) Middleware
1 2 (9.09%) RESTful
1 2 (9.09%) Web Services
2 1 (4.55%) .NET
2 1 (4.55%) ASP.NET
2 1 (4.55%) Lucene
2 1 (4.55%) Natural Language Processing
2 1 (4.55%) OAuth
2 1 (4.55%) Regular Expression
Miscellaneous
1 3 (13.64%) Analytical Skills
2 2 (9.09%) Data Structures
3 1 (4.55%) Credit Risk
3 1 (4.55%) Market Risk
3 1 (4.55%) Virtual Team
Operating Systems
1 7 (31.82%) Linux
2 2 (9.09%) Unix
2 2 (9.09%) Windows
Processes & Methodologies
1 18 (81.82%) Analytics
2 10 (45.45%) ETL
3 7 (31.82%) MapReduce
3 7 (31.82%) Mathematics
3 7 (31.82%) SDLC
4 6 (27.27%) Business Intelligence
4 6 (27.27%) Data Visualisation
4 6 (27.27%) Visualisation
5 4 (18.18%) Data Analytics
5 4 (18.18%) Data Management
5 4 (18.18%) Data Modelling
6 3 (13.64%) Data Analysis
7 2 (9.09%) Agile Software Development
7 2 (9.09%) CRM
7 2 (9.09%) Data Privacy
7 2 (9.09%) Data Security
7 2 (9.09%) E-Commerce
7 2 (9.09%) People Management
7 2 (9.09%) Scrum
7 2 (9.09%) Service Delivery
Programming Languages
1 12 (54.55%) Python
2 11 (50.00%) SQL
3 6 (27.27%) Java
4 5 (22.73%) R
5 4 (18.18%) MATLAB
6 2 (9.09%) T-SQL
7 1 (4.55%) C#
7 1 (4.55%) Ruby
7 1 (4.55%) VBA
Qualifications
1 13 (59.09%) Degree
Quality Assurance & Compliance
1 2 (9.09%) Data Quality
1 2 (9.09%) QA
Vendors
1 8 (36.36%) Tableau
2 4 (18.18%) Google
2 4 (18.18%) Microsoft
3 3 (13.64%) Oracle
4 2 (9.09%) Informatica
5 1 (4.55%) Cognos
5 1 (4.55%) Platfora
5 1 (4.55%) Salesforce.com
5 1 (4.55%) Talend
5 1 (4.55%) Zuora
City of London
Deerfoot IT Resources Ltd
Salary: £55000 - £60000 per annum + BONUS + BENS
Posted: 15 days ago
City of London
TDA Group
Salary: £55000 - £65000 per annum
Posted: 12 days ago