Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
England > London
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 703 728 705
Rank change year-on-year +25 -23 +26
Permanent jobs citing Data Extraction 141 116 212
As % of all permanent IT jobs advertised in London 0.19% 0.15% 0.24%
As % of the Processes & Methodologies category 0.21% 0.17% 0.27%
Number of salaries quoted 120 102 171
London median annual salary £52,500 £50,000 £52,500
Median salary % change year-on-year +5.00% -4.76% +15.38%
10th Percentile £25,750 £32,500 £36,250
90th Percentile £71,250 £77,125 £77,500
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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 68732 68845 79948
As % of all permanent IT jobs advertised in London 91.62% 90.63% 89.56%
Number of salaries quoted 52798 59247 67347
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £32,750
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Extraction
Job Vacancy Trend in London

Job postings citing Data Extraction as a percentage of all IT jobs advertised in London.

Job vacancy trend for Data Extraction in London

Data Extraction
Salary Trend in London

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

Salary trend for Data Extraction in London

Data Extraction
Salary Histogram in London

The salary distribution of IT jobs citing Data Extraction in London over the 6 months to 18 November 2017.

Salary histogram for Data Extraction in London

Data Extraction
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the London region over the 6 months to 18 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
West London +33 20 £26,500 -47.00%
Central London +23 15 £55,000 +2.33% 1
East London - 13 £45,000 -
Data Extraction
England

For the 6 months to 18 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 London region with a requirement for Data Extraction.

1 97 (68.79%) SQL
2 61 (43.26%) Analytics
3 50 (35.46%) Microsoft Excel
3 50 (35.46%) ETL
4 48 (34.04%) Finance
5 45 (31.91%) Business Intelligence
5 45 (31.91%) Python
5 45 (31.91%) Oracle
5 45 (31.91%) Tableau
5 45 (31.91%) Analytical Skills
6 42 (29.79%) SQL Server
7 41 (29.08%) SAP
8 38 (26.95%) Visualisation
9 35 (24.82%) R
10 34 (24.11%) Data Warehouse
11 33 (23.40%) Data Quality
12 30 (21.28%) Data Modelling
12 30 (21.28%) Management Information System
12 30 (21.28%) QlikView
13 28 (19.86%) Data Management
14 27 (19.15%) Hadoop
15 25 (17.73%) C#
16 24 (17.02%) Microsoft
16 24 (17.02%) Spotfire
16 24 (17.02%) SQL Server Integration Services
16 24 (17.02%) Relational Database
17 23 (16.31%) T-SQL
18 22 (15.60%) VBA
18 22 (15.60%) SPSS
18 22 (15.60%) SAS

Data Extraction
Co-occurring IT Skills in 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 22 (15.60%) SAS
2 17 (12.06%) SharePoint
3 8 (5.67%) Apache Spark
4 2 (1.42%) Apache
4 2 (1.42%) Smallworld
5 1 (0.71%) Apache Pig
5 1 (0.71%) Elasticsearch
Applications
1 50 (35.46%) Microsoft Excel
2 22 (15.60%) SPSS
3 15 (10.64%) Microsoft Office
4 11 (7.80%) Microsoft PowerPoint
5 3 (2.13%) Doxygen
5 3 (2.13%) Spreadsheet
Business Applications
1 16 (11.35%) SAP InfiniteInsight
2 15 (10.64%) SAP ERP
3 3 (2.13%) Adobe Campaign
4 2 (1.42%) SAP PM
5 1 (0.71%) Oracle EBS
5 1 (0.71%) Oracle ERP
Cloud Services
1 10 (7.09%) Amazon AWS
2 8 (5.67%) Microsoft Azure
3 4 (2.84%) Google Analytics
4 2 (1.42%) AWS Data Pipeline
4 2 (1.42%) GitHub
4 2 (1.42%) SaaS
5 1 (0.71%) Amazon EC2
5 1 (0.71%) Azure Data Factory
5 1 (0.71%) Google Cloud Platform
Communications & Networking
1 1 (0.71%) FIX Connectivity
Database & Business Intelligence
1 42 (29.79%) SQL Server
2 34 (24.11%) Data Warehouse
3 30 (21.28%) QlikView
4 27 (19.15%) Hadoop
5 24 (17.02%) Relational Database
5 24 (17.02%) Spotfire
5 24 (17.02%) SQL Server Integration Services
6 21 (14.89%) NoSQL
7 20 (14.18%) SQL Server Reporting Services
8 18 (12.77%) Apache Hive
8 18 (12.77%) RDBMS
9 15 (10.64%) Power BI
10 13 (9.22%) Big Data
11 12 (8.51%) Pentaho
12 10 (7.09%) BusinessObjects
13 8 (5.67%) Electronic Patient Records
14 5 (3.55%) PowerPivot
14 5 (3.55%) SQL Server 2012
14 5 (3.55%) SQL Server 2014
15 4 (2.84%) Oracle ODI
Development Applications
1 15 (10.64%) Talend Open Studio
2 8 (5.67%) Rational Rhapsody
3 7 (4.96%) Visual Studio
4 5 (3.55%) Team Foundation Server
5 3 (2.13%) GCC
5 3 (2.13%) GDB
5 3 (2.13%) Git (software)
5 3 (2.13%) Jenkins
5 3 (2.13%) Subversion
5 3 (2.13%) TeamCity
6 2 (1.42%) JIRA
7 1 (0.71%) Maven
7 1 (0.71%) Oracle Forms
General
1 48 (34.04%) Finance
2 21 (14.89%) Back Office
3 18 (12.77%) Pharmaceutical
4 17 (12.06%) Marketing
5 10 (7.09%) Legal
6 9 (6.38%) Retail
7 5 (3.55%) Aerospace
7 5 (3.55%) Banking
7 5 (3.55%) Front Office
8 4 (2.84%) Law
9 3 (2.13%) Financial Institution
9 3 (2.13%) French Language
10 2 (1.42%) Billing
10 2 (1.42%) Games
11 1 (0.71%) Digital Economy
11 1 (0.71%) Investment Banking
11 1 (0.71%) Manufacturing
11 1 (0.71%) Retail Banking
11 1 (0.71%) Telecoms
Job Titles
1 40 (28.37%) Analyst
2 37 (26.24%) Developer
3 21 (14.89%) Data Manager
4 19 (13.48%) Analytics Manager
4 19 (13.48%) Data Analytics Manager
5 16 (11.35%) C# Developer
6 14 (9.93%) Change Analyst
7 13 (9.22%) Change and Release Analyst
7 13 (9.22%) Data Analyst
7 13 (9.22%) Graduate
7 13 (9.22%) Graduate Analyst
7 13 (9.22%) Release Analyst
8 12 (8.51%) ERP Manager
9 11 (7.80%) Data Engineer
10 10 (7.09%) Business Intelligence Analyst
10 10 (7.09%) Business Intelligence Lead
10 10 (7.09%) C# WPF Developer
10 10 (7.09%) Team Leader
10 10 (7.09%) WPF Developer
11 9 (6.38%) Integration Engineer
Libraries, Frameworks & Software Standards
1 18 (12.77%) .NET
2 15 (10.64%) Web Services
3 13 (9.22%) WPF
4 6 (4.26%) ASP.NET
5 5 (3.55%) ASP.NET MVC
5 5 (3.55%) XML
6 4 (2.84%) Angular 2
6 4 (2.84%) WCF
7 3 (2.13%) Boost C++ Libraries
7 3 (2.13%) STL
8 2 (1.42%) AngularJS
8 2 (1.42%) CSS
8 2 (1.42%) D3.js
8 2 (1.42%) HTML
8 2 (1.42%) Middleware
8 2 (1.42%) XSD
9 1 (0.71%) ggplot
9 1 (0.71%) HTML5
9 1 (0.71%) Kafka
9 1 (0.71%) Natural Language Processing
Miscellaneous
1 45 (31.91%) Analytical Skills
2 30 (21.28%) Management Information System
3 17 (12.06%) Life Science
4 16 (11.35%) Computer Science
5 10 (7.09%) Algorithms
6 9 (6.38%) Data Structures
7 5 (3.55%) Driving Licence
8 2 (1.42%) Credit Risk
8 2 (1.42%) Enterprise Software
8 2 (1.42%) Reference Data
8 2 (1.42%) Replication
9 1 (0.71%) Derivative
9 1 (0.71%) Fintech
9 1 (0.71%) Foreign Exchange (FX)
9 1 (0.71%) Greenfield Project
9 1 (0.71%) User Experience
Operating Systems
1 17 (12.06%) Windows
2 13 (9.22%) Linux
3 4 (2.84%) Unix
Processes & Methodologies
1 61 (43.26%) Analytics
2 50 (35.46%) ETL
3 45 (31.91%) Business Intelligence
4 38 (26.95%) Visualisation
5 30 (21.28%) Data Modelling
6 28 (19.86%) Data Management
7 21 (14.89%) Data Analytics
8 19 (13.48%) Data Integration
8 19 (13.48%) SDLC
8 19 (13.48%) Time Management
9 18 (12.77%) Statistical Analysis
10 16 (11.35%) ERP
10 16 (11.35%) Stakeholder Management
11 15 (10.64%) Information Management
11 15 (10.64%) Release Management
12 13 (9.22%) Data Visualisation
12 13 (9.22%) Document Management
12 13 (9.22%) Problem Management
12 13 (9.22%) Project Planning
12 13 (9.22%) Service Management
Programming Languages
1 97 (68.79%) SQL
2 45 (31.91%) Python
3 35 (24.82%) R
4 25 (17.73%) C#
5 23 (16.31%) T-SQL
6 22 (15.60%) VBA
7 17 (12.06%) Java
7 17 (12.06%) PL/SQL
8 5 (3.55%) C
8 5 (3.55%) C++
9 4 (2.84%) VB.NET
10 3 (2.13%) AWK
10 3 (2.13%) JavaScript
10 3 (2.13%) MATLAB
10 3 (2.13%) Perl
10 3 (2.13%) PowerShell
10 3 (2.13%) sed
10 3 (2.13%) Shell Script
10 3 (2.13%) VBScript
11 2 (1.42%) VB
Qualifications
1 22 (15.60%) Degree
2 6 (4.26%) Security Cleared
3 5 (3.55%) MCSA
3 5 (3.55%) MCSE
3 5 (3.55%) Microsoft Certification
3 5 (3.55%) SC Cleared
4 3 (2.13%) PhD
5 2 (1.42%) Numerate Degree
6 1 (0.71%) Computer Science Degree
Quality Assurance & Compliance
1 33 (23.40%) Data Quality
2 5 (3.55%) NEBOSH
3 3 (2.13%) Actionable Recommendations
System Software
1 1 (0.71%) Active Directory
1 1 (0.71%) Apache Flume
Vendors
1 45 (31.91%) Oracle
1 45 (31.91%) Tableau
2 41 (29.08%) SAP
3 24 (17.02%) Microsoft
4 17 (12.06%) Informatica
5 15 (10.64%) Talend
6 13 (9.22%) Xerox
7 10 (7.09%) MuleSoft
8 8 (5.67%) MicroStrategy
9 7 (4.96%) Google
10 5 (3.55%) Cloudera
10 5 (3.55%) Hortonworks
10 5 (3.55%) MapR
11 4 (2.84%) Infragistics
11 4 (2.84%) Netezza
11 4 (2.84%) Teradata
12 3 (2.13%) Adobe
12 3 (2.13%) Salesforce.com
13 2 (1.42%) Alteryx
14 1 (0.71%) Hyperion