Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Data Extraction skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Extraction over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Extraction
England > London
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 525 519 512
Rank change year-on-year -6 -7 -34
Contract jobs citing Data Extraction 114 89 101
As % of all contract IT jobs advertised in London 0.24% 0.20% 0.22%
As % of the Processes & Methodologies category 0.28% 0.23% 0.26%
Number of daily rates quoted 70 67 68
London median daily rate £450 £401 £400
Median daily rate % change year-on-year +12.36% +0.13% -5.88%
10th Percentile £299 £330 £263
90th Percentile £581 £535 £513
England median daily rate £400 £400 £345
% change year-on-year - +15.94% -13.75%
Number of hourly rates quoted 0 2 1
London median hourly rate - £19.12 £22.00
Median hourly rate % change year-on-year - -13.09% +10.00%
England median hourly rate £41.15 £19.12 £19.50
% change year-on-year +115.22% -1.95% +17.29%

Data Extraction is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Contract vacancies with a requirement for process or methodology skills 40998 38993 38736
As % of all contract IT jobs advertised in London 86.99% 86.21% 83.83%
Number of daily rates quoted 29810 27960 27683
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +2.86%
10th Percentile £313 £305 £288
90th Percentile £675 £644 £638
England median daily rate £450 £425 £423
% change year-on-year +5.88% +0.47% +5.75%
Number of hourly rates quoted 385 406 463
London median hourly rate £22.50 £21.89 £20.00
Median hourly rate % change year-on-year +2.79% +9.45% +11.11%
10th Percentile £13.33 £12.25 £11.25
90th Percentile £52.80 £50.07 £50.00
England median hourly rate £24.00 £24.43 £22.50
% change year-on-year -1.76% +8.58% +18.42%

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
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Extraction in London.

Contractor daily rate trend for Data Extraction in London

Data Extraction
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Data Extraction in London over the 6 months to 22 November 2017.

Contractor daily rate histogram for Data Extraction in London

Data Extraction
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Extraction in London.

Contractor hourly rate trend for Data Extraction in London

Data Extraction
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Extraction within the London region over the 6 months to 22 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -6 18 £475 +11.76%
West London -14 3 £500 +25.00%
East London -11 1 £425 +11.84%
Data Extraction
England

For the 6 months to 22 November 2017, IT contractor 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 contract ads across the London region with a requirement for Data Extraction.

1 68 (59.65%) SQL
2 35 (30.70%) Finance
3 30 (26.32%) Business Intelligence
4 28 (24.56%) Microsoft
5 27 (23.68%) Analytical Skills
6 25 (21.93%) Analytics
6 25 (21.93%) ETL
7 24 (21.05%) Migration
8 23 (20.18%) Degree
8 23 (20.18%) Data Migration
9 22 (19.30%) Data Modelling
10 21 (18.42%) SharePoint
10 21 (18.42%) Agile Software Development
11 20 (17.54%) Microsoft Excel
11 20 (17.54%) CRM
12 19 (16.67%) Data Warehouse
12 19 (16.67%) SQL Server
12 19 (16.67%) Banking
12 19 (16.67%) Data Quality
12 19 (16.67%) Relational Database
13 16 (14.04%) Data Analysis
14 15 (13.16%) Dynamics CRM
15 14 (12.28%) Java
15 14 (12.28%) MS Exchange
15 14 (12.28%) Tableau
15 14 (12.28%) Big Data
16 13 (11.40%) Visualisation
16 13 (11.40%) Oracle
16 13 (11.40%) Linux
16 13 (11.40%) Data Mapping

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 21 (18.42%) SharePoint
2 14 (12.28%) MS Exchange
3 11 (9.65%) SAS
4 6 (5.26%) Confluence
5 3 (2.63%) Apache Spark
6 2 (1.75%) Apache
7 1 (0.88%) Apache Pig
7 1 (0.88%) nginx
Applications
1 20 (17.54%) Microsoft Excel
2 6 (5.26%) Spreadsheet
3 4 (3.51%) Microsoft PowerPoint
4 3 (2.63%) SPSS
5 2 (1.75%) Microsoft Office
5 2 (1.75%) Stata
6 1 (0.88%) Doxygen
6 1 (0.88%) Gephi
Business Applications
1 15 (13.16%) Dynamics CRM
2 2 (1.75%) Endur
2 2 (1.75%) SAP ERP
3 1 (0.88%) Adobe Campaign
3 1 (0.88%) Dynamics AX
3 1 (0.88%) FastStats
3 1 (0.88%) Oracle Retail
3 1 (0.88%) Raiser's Edge
3 1 (0.88%) Relativity
3 1 (0.88%) Ringtail
3 1 (0.88%) SAP HCM
3 1 (0.88%) Workday HCM
Cloud Services
1 5 (4.39%) Amazon AWS
2 3 (2.63%) Google Cloud Platform
3 2 (1.75%) BrowserStack
3 2 (1.75%) Google Analytics
3 2 (1.75%) SaaS
4 1 (0.88%) Adobe Analytics
4 1 (0.88%) Google Tag Manager
4 1 (0.88%) Office 365
4 1 (0.88%) SuccessFactors
Communications & Networking
1 1 (0.88%) FTP
1 1 (0.88%) SMS
Database & Business Intelligence
1 19 (16.67%) Data Warehouse
1 19 (16.67%) Relational Database
1 19 (16.67%) SQL Server
2 14 (12.28%) Big Data
3 13 (11.40%) Hadoop
4 11 (9.65%) Data Mining
5 10 (8.77%) SQL Server Integration Services
6 9 (7.89%) Power BI
6 9 (7.89%) RDBMS
7 5 (4.39%) PowerCenter
8 4 (3.51%) BusinessObjects
8 4 (3.51%) Electronic Patient Records
8 4 (3.51%) IBM PureData
8 4 (3.51%) OLAP
8 4 (3.51%) Oracle Database
8 4 (3.51%) SQL Server Analysis Services
9 3 (2.63%) BigQuery
9 3 (2.63%) NoSQL
9 3 (2.63%) QlikView
9 3 (2.63%) SAP Data Services
Development Applications
1 8 (7.02%) JIRA
2 7 (6.14%) Talend Open Studio
3 5 (4.39%) Rational Rhapsody
4 4 (3.51%) Atlassian Bamboo
4 4 (3.51%) Cucumber
4 4 (3.51%) Selenium
5 3 (2.63%) Jenkins
5 3 (2.63%) SoapUI
6 2 (1.75%) Git (software)
6 2 (1.75%) Jasmine
6 2 (1.75%) JMeter
6 2 (1.75%) Mocha
6 2 (1.75%) PhantomJS
6 2 (1.75%) WebDriver
7 1 (0.88%) Eclipse
7 1 (0.88%) GCC
7 1 (0.88%) GDB
7 1 (0.88%) Subversion
7 1 (0.88%) TeamCity
7 1 (0.88%) Visual Studio
General
1 35 (30.70%) Finance
2 19 (16.67%) Banking
3 11 (9.65%) Marketing
4 10 (8.77%) Retail
5 8 (7.02%) Telecoms
6 7 (6.14%) Legal
7 6 (5.26%) Pharmaceutical
7 6 (5.26%) Wholesale Banking
8 5 (4.39%) Law
9 3 (2.63%) Front Office
10 2 (1.75%) Electronics
10 2 (1.75%) Manufacturing
10 2 (1.75%) Publishing
11 1 (0.88%) Corporate Banking
11 1 (0.88%) Investment Banking
11 1 (0.88%) Retail Banking
Job Titles
1 42 (36.84%) Analyst
2 22 (19.30%) Data Analyst
3 19 (16.67%) Developer
4 11 (9.65%) Consultant
5 10 (8.77%) Architect
5 10 (8.77%) Business Analyst
6 7 (6.14%) Data Architect
6 7 (6.14%) Migration Consultant
7 6 (5.26%) Data Consultant
8 5 (4.39%) Data Extraction Analyst
8 5 (4.39%) Data Migration Consultant
8 5 (4.39%) SQL Developer
8 5 (4.39%) Technical Manager
9 4 (3.51%) ETL Architect
9 4 (3.51%) ETL Consultant
9 4 (3.51%) Legal Analyst
9 4 (3.51%) Oracle Architect
9 4 (3.51%) Service Analyst
9 4 (3.51%) SQL Analyst
9 4 (3.51%) Technical Analyst
Libraries, Frameworks & Software Standards
1 9 (7.89%) XML
2 6 (5.26%) JSON
3 4 (3.51%) SOAP
4 2 (1.75%) Jest
4 2 (1.75%) REST
4 2 (1.75%) Web Services
5 1 (0.88%) ActiveMQ
5 1 (0.88%) Boost C++ Libraries
5 1 (0.88%) CSS
5 1 (0.88%) D3.js
5 1 (0.88%) FIX Protocol
5 1 (0.88%) Hibernate
5 1 (0.88%) HTML
5 1 (0.88%) Natural Language Processing
5 1 (0.88%) Ruby on Rails
5 1 (0.88%) SailPoint
5 1 (0.88%) Sass
5 1 (0.88%) Spring
5 1 (0.88%) STL
5 1 (0.88%) XSD
Miscellaneous
1 27 (23.68%) Analytical Skills
2 5 (4.39%) Life Science
2 5 (4.39%) Management Information System
3 4 (3.51%) Credit Risk
4 3 (2.63%) Fintech
4 3 (2.63%) User Experience
5 2 (1.75%) Computer Science
5 2 (1.75%) Data Structures
5 2 (1.75%) FMCG
5 2 (1.75%) Greenfield Project
5 2 (1.75%) Hybrid Cloud
5 2 (1.75%) Replication
6 1 (0.88%) Algorithms
6 1 (0.88%) Enterprise Software
6 1 (0.88%) PMI
6 1 (0.88%) Reinsurance
6 1 (0.88%) Virtual Team
6 1 (0.88%) Wiki
Operating Systems
1 13 (11.40%) Linux
2 7 (6.14%) Unix
3 3 (2.63%) Windows
4 1 (0.88%) VMS
Processes & Methodologies
1 30 (26.32%) Business Intelligence
2 25 (21.93%) Analytics
2 25 (21.93%) ETL
3 24 (21.05%) Migration
4 23 (20.18%) Data Migration
5 22 (19.30%) Data Modelling
6 21 (18.42%) Agile Software Development
7 20 (17.54%) CRM
8 16 (14.04%) Data Analysis
9 13 (11.40%) Data Mapping
9 13 (11.40%) Visualisation
10 12 (10.53%) Data Cleansing
10 12 (10.53%) Data Visualisation
11 11 (9.65%) Data Management
11 11 (9.65%) Stakeholder Management
12 9 (7.89%) Information Management
13 8 (7.02%) Information Architecture
13 8 (7.02%) User Acceptance Testing
13 8 (7.02%) Workflow
14 7 (6.14%) Data Lineage
Programming Languages
1 68 (59.65%) SQL
2 14 (12.28%) Java
3 12 (10.53%) VBA
4 9 (7.89%) Python
5 7 (6.14%) R
5 7 (6.14%) Shell Script
6 6 (5.26%) PL/SQL
7 4 (3.51%) JavaScript
8 3 (2.63%) C#
8 3 (2.63%) MATLAB
8 3 (2.63%) T-SQL
9 2 (1.75%) BeanShell
9 2 (1.75%) C
9 2 (1.75%) Groovy
9 2 (1.75%) PowerShell
9 2 (1.75%) Ruby
10 1 (0.88%) AWK
10 1 (0.88%) sed
10 1 (0.88%) VB
10 1 (0.88%) VBScript
Qualifications
1 23 (20.18%) Degree
2 6 (5.26%) Master's Degree
3 2 (1.75%) PMP
4 1 (0.88%) CBAP
4 1 (0.88%) IIBA
4 1 (0.88%) PMI Certification
4 1 (0.88%) SC Cleared
4 1 (0.88%) Security Cleared
Quality Assurance & Compliance
1 19 (16.67%) Data Quality
2 7 (6.14%) QA
3 3 (2.63%) PMO
4 2 (1.75%) GDPR
4 2 (1.75%) SLA
System Software
1 1 (0.88%) HDFS
1 1 (0.88%) XenApp
1 1 (0.88%) XenDesktop
Systems Management
1 4 (3.51%) HP Quality Center
2 1 (0.88%) Ansible
2 1 (0.88%) Hadoop YARN
Vendors
1 28 (24.56%) Microsoft
2 14 (12.28%) Tableau
3 13 (11.40%) Oracle
4 9 (7.89%) SAP
5 7 (6.14%) Talend
5 7 (6.14%) Yardi
6 5 (4.39%) Google
6 5 (4.39%) iManage
6 5 (4.39%) Informatica
6 5 (4.39%) Teradata
7 4 (3.51%) Atlassian
7 4 (3.51%) IBM
7 4 (3.51%) Netezza
7 4 (3.51%) Workday
8 2 (1.75%) Adobe
8 2 (1.75%) Alteryx
8 2 (1.75%) Cloudera
8 2 (1.75%) OpenLink
9 1 (0.88%) NetApp
9 1 (0.88%) QAD