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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
England / London
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 521 576 587
Rank change year-on-year +55 +11  
Permanent jobs citing Data Extraction 91 60 94
As % of all permanent IT jobs advertised in London 0.25% 0.15% 0.21%
As % of the Processes & Methodologies category 0.28% 0.17% 0.24%
Number of salaries quoted 73 45 58
Median salary £47,500 £52,500 £52,500
Median salary % change year-on-year -9.52% -  
90% offered a salary of more than £32,700 £35,000 £39,250
10% offered a salary of more than £67,900 £60,000 £80,000
UK excluding London median salary £40,000 £45,000 £34,000
% change year-on-year -11.11% +32.35%  

Data Extraction is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 33074 35742 39837
As % of all permanent IT job vacancies advertised in London 91.08% 90.56% 88.99%
Number of salaries quoted 26355 30960 33460
Median salary £61,500 £60,000 £57,500
Median salary % change year-on-year +2.50% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Extraction
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Data Extraction as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 25 June 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 3 months to 25 June 2017. 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 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
Romford - 9 £45,000 - 2
Uxbridge +9 6 £26,500 -55.83%
City of London +20 3 £57,500 +8.49% 5
Chiswick - 3 £46,500 -
Data Extraction
England

For the 6 months to 25 June 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.

1 113 (68.07%) SQL
2 74 (44.58%) Analytics
3 58 (34.94%) SQL Server
4 55 (33.13%) ETL
5 54 (32.53%) Python
6 53 (31.93%) Business Intelligence
6 53 (31.93%) R
7 50 (30.12%) Oracle
8 47 (28.31%) Tableau
9 46 (27.71%) Analytical Skills
10 44 (26.51%) Data Warehouse
11 40 (24.10%) Degree
12 38 (22.89%) Finance
13 37 (22.29%) Data Modelling
13 37 (22.29%) Microsoft Excel
14 36 (21.69%) SQL Server Integration Services
15 34 (20.48%) Java
16 31 (18.67%) Visualisation
17 30 (18.07%) .NET
18 29 (17.47%) Google
19 27 (16.27%) Marketing
19 27 (16.27%) VBA
19 27 (16.27%) Data Quality
20 26 (15.66%) Linux
21 23 (13.86%) T-SQL
21 23 (13.86%) SAS
21 23 (13.86%) Spotfire
21 23 (13.86%) Data Analytics
22 22 (13.25%) Relational Database
22 22 (13.25%) QlikView

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 23 (13.86%) SAS
2 8 (4.82%) Apache Spark
3 6 (3.61%) IBM HTTP Server
3 6 (3.61%) IIS
3 6 (3.61%) Oracle HTTP Server
3 6 (3.61%) SharePoint
4 2 (1.20%) Apache Pig
5 1 (0.60%) Apache
5 1 (0.60%) Apache Solr
5 1 (0.60%) Elasticsearch
Applications
1 37 (22.29%) Microsoft Excel
2 19 (11.45%) SPSS
3 12 (7.23%) Microsoft Office
4 5 (3.01%) Microsoft PowerPoint
Business Applications
1 16 (9.64%) SAP InfiniteInsight
2 11 (6.63%) Adobe Campaign
3 3 (1.81%) SAP ERP
4 2 (1.20%) Raiser's Edge
5 1 (0.60%) Cognos Business Intelligence
5 1 (0.60%) SAP GRC
Cloud Services
1 20 (12.05%) Google Analytics
2 11 (6.63%) Amazon AWS
3 6 (3.61%) Microsoft Azure
4 4 (2.41%) Amazon EC2
5 3 (1.81%) Azure Data Factory
6 2 (1.20%) Amazon EMR
6 2 (1.20%) Amazon Kinesis
6 2 (1.20%) Amazon S3
6 2 (1.20%) Google Cloud Platform
7 1 (0.60%) PaaS
7 1 (0.60%) SaaS
Communications & Networking
1 6 (3.61%) HTTP
2 1 (0.60%) Broadband
Database & Business Intelligence
1 58 (34.94%) SQL Server
2 44 (26.51%) Data Warehouse
3 36 (21.69%) SQL Server Integration Services
4 23 (13.86%) Spotfire
5 22 (13.25%) QlikView
5 22 (13.25%) Relational Database
6 20 (12.05%) Power BI
6 20 (12.05%) RDBMS
6 20 (12.05%) SQL Server Reporting Services
7 16 (9.64%) Electronic Patient Records
8 15 (9.04%) Hadoop
9 12 (7.23%) Data Mining
10 11 (6.63%) NoSQL
11 9 (5.42%) Apache Hive
11 9 (5.42%) Mixpanel
11 9 (5.42%) PowerCenter
12 7 (4.22%) Oracle Database
12 7 (4.22%) SQL Server Analysis Services
13 6 (3.61%) MongoDB
13 6 (3.61%) Pentaho
Development Applications
1 21 (12.65%) Talend Open Studio
2 9 (5.42%) Rational Rhapsody
3 6 (3.61%) Ant
3 6 (3.61%) Jenkins
3 6 (3.61%) Maven
3 6 (3.61%) Subversion
4 4 (2.41%) JIRA
5 2 (1.20%) Git (software)
5 2 (1.20%) Toad
5 2 (1.20%) Visual Studio
General
1 38 (22.89%) Finance
2 27 (16.27%) Marketing
3 20 (12.05%) Pharmaceutical
4 16 (9.64%) Banking
5 10 (6.02%) Back Office
6 8 (4.82%) Telecoms
7 7 (4.22%) French Language
8 6 (3.61%) Financial Institution
9 5 (3.01%) Games
9 5 (3.01%) Retail
10 4 (2.41%) Corporate Banking
10 4 (2.41%) Law
10 4 (2.41%) Legal
11 3 (1.81%) Front Office
12 2 (1.20%) Aerospace
12 2 (1.20%) Digital Economy
12 2 (1.20%) Investment Banking
13 1 (0.60%) Manufacturing
Job Titles
1 48 (28.92%) Developer
2 45 (27.11%) Analyst
3 20 (12.05%) Data Analyst
4 13 (7.83%) Business Intelligence Analyst
5 12 (7.23%) C# Developer
5 12 (7.23%) Consultant
5 12 (7.23%) Data Manager
6 11 (6.63%) Business Intelligence Developer
6 11 (6.63%) Data Consultant
7 10 (6.02%) Analytics Manager
7 10 (6.02%) Architect
7 10 (6.02%) Data Architect
7 10 (6.02%) Data Engineer
7 10 (6.02%) SQL Developer
8 9 (5.42%) Analytics Consultant
8 9 (5.42%) Data Analytics Manager
8 9 (5.42%) Data Scientist
8 9 (5.42%) SSIS Developer
9 8 (4.82%) Data Analytics Consultant
9 8 (4.82%) ETL Architect
Libraries, Frameworks & Software Standards
1 30 (18.07%) .NET
2 12 (7.23%) Web Services
3 9 (5.42%) WPF
4 7 (4.22%) Middleware
5 6 (3.61%) J2EE
6 5 (3.01%) ASP.NET
6 5 (3.01%) Natural Language Processing
7 3 (1.81%) WCF
8 2 (1.20%) D3.js
8 2 (1.20%) ODBC
9 1 (0.60%) AngularJS
9 1 (0.60%) CSS
9 1 (0.60%) ggplot
9 1 (0.60%) HTML
9 1 (0.60%) jQuery
9 1 (0.60%) JSON
9 1 (0.60%) Kafka
9 1 (0.60%) Lucene
9 1 (0.60%) Regular Expression
9 1 (0.60%) XML
Miscellaneous
1 46 (27.71%) Analytical Skills
2 20 (12.05%) Life Science
3 14 (8.43%) Management Information System
4 11 (6.63%) Computer Science
5 7 (4.22%) Algorithms
6 6 (3.61%) Credit Risk
7 4 (2.41%) Market Risk
8 3 (1.81%) Fintech
8 3 (1.81%) User Experience
9 1 (0.60%) Data Centre
9 1 (0.60%) Data Structures
9 1 (0.60%) Greenfield Project
9 1 (0.60%) NHS
9 1 (0.60%) Virtual Team
Operating Systems
1 26 (15.66%) Linux
2 19 (11.45%) Windows
3 10 (6.02%) Unix
Processes & Methodologies
1 74 (44.58%) Analytics
2 55 (33.13%) ETL
3 53 (31.93%) Business Intelligence
4 37 (22.29%) Data Modelling
5 31 (18.67%) Visualisation
6 23 (13.86%) Data Analytics
7 22 (13.25%) Data Management
8 20 (12.05%) Agile Software Development
9 19 (11.45%) Data Analysis
9 19 (11.45%) Economics
10 17 (10.24%) Data Flow Diagram
10 17 (10.24%) Data Visualisation
10 17 (10.24%) Logical Data Model
11 16 (9.64%) Data Integration
12 14 (8.43%) Data Cleansing
12 14 (8.43%) SDLC
13 13 (7.83%) Actionable Insight
14 12 (7.23%) Data Transformation
14 12 (7.23%) ITIL
14 12 (7.23%) Release Management
Programming Languages
1 113 (68.07%) SQL
2 54 (32.53%) Python
3 53 (31.93%) R
4 34 (20.48%) Java
5 27 (16.27%) VBA
6 23 (13.86%) T-SQL
7 22 (13.25%) C#
8 18 (10.84%) PL/SQL
9 9 (5.42%) MATLAB
10 4 (2.41%) Shell Script
11 2 (1.20%) JavaScript
11 2 (1.20%) Scala
12 1 (0.60%) VB.NET
Qualifications
1 40 (24.10%) Degree
2 13 (7.83%) Security Cleared
3 5 (3.01%) PhD
4 3 (1.81%) Numerate Degree
5 2 (1.20%) SC Cleared
6 1 (0.60%) Microsoft Certification
Quality Assurance & Compliance
1 27 (16.27%) Data Quality
2 2 (1.20%) PMO
3 1 (0.60%) EMIR
3 1 (0.60%) IFRS
3 1 (0.60%) IFRS 9
System Software
1 2 (1.20%) Docker
2 1 (0.60%) Apache Flume
Systems Management
1 6 (3.61%) Puppet
2 2 (1.20%) Ansible
Vendors
1 50 (30.12%) Oracle
2 47 (28.31%) Tableau
3 29 (17.47%) Google
4 21 (12.65%) Informatica
4 21 (12.65%) Microsoft
4 21 (12.65%) Talend
5 11 (6.63%) Adobe
6 9 (5.42%) SAP
7 8 (4.82%) MicroStrategy
7 8 (4.82%) Netezza
8 7 (4.22%) MuleSoft
9 6 (3.61%) ATG
9 6 (3.61%) Cognizant
9 6 (3.61%) IBM
9 6 (3.61%) webMethods
9 6 (3.61%) Xerox
10 5 (3.01%) Cognos
11 4 (2.41%) Ab Initio
11 4 (2.41%) Snow
11 4 (2.41%) Teradata
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: Yesterday
City, London
Highams
Salary: From £60,000 to £70,000 per annum Comprehensive benefits package
Posted: 3 days ago
City, London
Oliver James Associates
Salary: £60000 - £80000 per annum
Posted: 3 days ago
North London
The Bridge Ltd
Salary: From £36,000 to £45,000 per annum 7.5% Bonus, Pension, Healthcare, Lif
Posted: 6 days ago
Central London / West End
The Workshop
Posted: 5 days ago
London
Sapient Global Markets
Posted: 2 days ago
Central London / West End
The Workshop
Salary: Unspecified
Posted: 10 days ago
London
Client Server
Salary: £50k to £65k + stock options
Posted: 6 days ago
City, London
Salt
Salary: £35000 - £45000 per annum + OTE
Posted: 5 days ago
London
Click Digital
Salary: £55,000 - £85,000 per year
Posted: 10 days ago
Romford
Montash Limited
Salary: £30000 - £40000 per annum
Posted: 12 days ago
City of London
Talent Point
Salary: £60000.00 - £650000.00 per annum
Posted: 19 days ago
Romford
Montash Limited
Salary: £40000.00 - £50000.00 per annum
Posted: 12 days ago