Period
to 17 February 2018

The following table provides summary statistics for contract job vacancies advertised in England 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 17 February 2018 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
UK > England
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 603 640 581
Rank change year-on-year +37 -59 +28
Contract jobs citing Data Extraction 237 179 270
As % of all contract IT jobs advertised in England 0.26% 0.20% 0.27%
As % of the Processes & Methodologies category 0.30% 0.24% 0.33%
Number of daily rates quoted 136 119 156
England median daily rate £400 £400 £350
Median daily rate % change year-on-year - +14.29% -6.67%
10th Percentile £250 £263 £243
90th Percentile £549 £550 £550
UK median daily rate £400 £400 £370
% change year-on-year - +8.11% -1.33%
Number of hourly rates quoted 6 4 12
England median hourly rate £44.33 £18.31 £19.75
Median hourly rate % change year-on-year +142.08% -7.29% +17.04%
10th Percentile £39.23 £15.29 £18.75
90th Percentile £55.50 £20.38 £26.00
UK median hourly rate £44.33 £17.31 £19.50
% change year-on-year +156.07% -11.23% +18.18%

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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Contract vacancies with a requirement for process or methodology skills 78,316 74,762 82,274
As % of all contract IT jobs advertised in England 84.79% 84.04% 83.00%
Number of daily rates quoted 52,769 49,838 54,304
England median daily rate £450 £438 £425
Median daily rate % change year-on-year +2.86% +2.94% +3.66%
10th Percentile £295 £269 £263
90th Percentile £638 £625 £603
UK median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 1,873 2,056 2,436
England median hourly rate £24.56 £25.00 £23.50
Median hourly rate % change year-on-year -1.76% +6.38% +17.50%
10th Percentile £11.50 £11.39 £11.48
90th Percentile £50.25 £48.97 £50.00
UK median hourly rate £24.00 £25.00 £24.23
% change year-on-year -4.00% +3.18% +21.15%

Data Extraction
Job Vacancy Trend in England

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

Job vacancy trend for Data Extraction in England

Data Extraction
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Data Extraction in England

Data Extraction
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Extraction in England over the 6 months to 17 February 2018.

Contractor daily rate histogram for Data Extraction in England

Data Extraction
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Data Extraction in England

Data Extraction
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Data Extraction in England over the 6 months to 17 February 2018.

Contractor hourly rate histogram for Data Extraction in England

Data Extraction
Contract Job Locations in England

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 England region over the 6 months to 17 February 2018. 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
London -2 115 £448 +2.29% 17
South East -14 36 £425 +6.25% 10
North of England +41 35 £388 +10.71% 9
Midlands +23 25 £383 +54.86% 7
Yorkshire +19 18 £400 -5.88% 2
West Midlands +21 17 £381 +21.42% 7
North West +8 14 £394 +14.55% 7
South West +27 13 £400 +9.14% 2
East Midlands 0 8 £383 +112.50%
East of England -33 8 £550 +37.50% 7
North East - 4 £313 -
Data Extraction
UK

For the 6 months to 17 February 2018, IT contractor jobs citing Data Extraction also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for Data Extraction.

1 142 (59.92%) SQL
2 55 (23.21%) ETL
3 53 (22.36%) Migration
4 52 (21.94%) Data Modelling
5 51 (21.52%) Finance
6 49 (20.68%) Microsoft
7 48 (20.25%) Data Migration
7 48 (20.25%) Data Quality
7 48 (20.25%) Analytics
8 43 (18.14%) Analytical Skills
9 41 (17.30%) Business Intelligence
10 38 (16.03%) Degree
11 36 (15.19%) Stakeholder Management
12 35 (14.77%) Agile Software Development
12 35 (14.77%) SQL Server
13 33 (13.92%) Data Warehouse
14 32 (13.50%) SAP
14 32 (13.50%) Oracle
15 30 (12.66%) Data Analysis
15 30 (12.66%) Data Cleansing
16 29 (12.24%) Validation
16 29 (12.24%) Microsoft Excel
17 28 (11.81%) CRM
18 25 (10.55%) SharePoint
18 25 (10.55%) SQL Server Integration Services
19 23 (9.70%) Python
20 22 (9.28%) MS Exchange
20 22 (9.28%) Linux
20 22 (9.28%) Dynamics CRM
20 22 (9.28%) Tableau

Data Extraction
Co-occurring IT Skills in 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 25 (10.55%) SharePoint
2 22 (9.28%) MS Exchange
3 19 (8.02%) SAS
4 4 (1.69%) Apache
4 4 (1.69%) Apache Airflow
5 2 (0.84%) Apache Spark
5 2 (0.84%) ArcGIS
5 2 (0.84%) IBM Notes
6 1 (0.42%) Apache Pig
6 1 (0.42%) BizTalk Server
6 1 (0.42%) Confluence
6 1 (0.42%) IIS
6 1 (0.42%) Oracle Workflow
Applications
1 29 (12.24%) Microsoft Excel
2 10 (4.22%) Spreadsheet
3 6 (2.53%) Microsoft PowerPoint
4 5 (2.11%) SPSS
5 4 (1.69%) Microsoft Office
6 2 (0.84%) MS Visio
7 1 (0.42%) Doxygen
7 1 (0.42%) Gephi
7 1 (0.42%) Stata
Business Applications
1 22 (9.28%) Dynamics CRM
2 8 (3.38%) ResourceLink
3 7 (2.95%) SAP APO
3 7 (2.95%) SAP MM
4 5 (2.11%) SAP MDM
5 4 (1.69%) Oracle ERP
6 3 (1.27%) SAP HR
6 3 (1.27%) SAP S/4HANA
6 3 (1.27%) Workday HCM
7 2 (0.84%) BASE24
7 2 (0.84%) Dynamics AX
7 2 (0.84%) Dynamics GP
7 2 (0.84%) Endur
7 2 (0.84%) Oracle EBS
7 2 (0.84%) SAP ERP
7 2 (0.84%) SAP Retail
8 1 (0.42%) Minerva
8 1 (0.42%) Oracle Applications
8 1 (0.42%) Oracle Financials
8 1 (0.42%) SAP AFS
Cloud Services
1 6 (2.53%) SuccessFactors
2 4 (1.69%) Amazon AWS
2 4 (1.69%) Google Cloud Platform
3 2 (0.84%) GitHub
3 2 (0.84%) Google Analytics
3 2 (0.84%) Microsoft Azure
4 1 (0.42%) Adobe Analytics
4 1 (0.42%) Google Tag Manager
Communications & Networking
1 9 (3.80%) SMS
2 2 (0.84%) SMTP
3 1 (0.42%) 3G
3 1 (0.42%) 3GPP
3 1 (0.42%) 4G
3 1 (0.42%) 5G
3 1 (0.42%) FTP
3 1 (0.42%) Radio Access Network
Database & Business Intelligence
1 35 (14.77%) SQL Server
2 33 (13.92%) Data Warehouse
3 25 (10.55%) SQL Server Integration Services
4 18 (7.59%) Data Mining
5 17 (7.17%) Relational Database
6 16 (6.75%) Power BI
7 13 (5.49%) BusinessObjects
8 12 (5.06%) Hadoop
9 10 (4.22%) Big Data
10 9 (3.80%) QlikView
10 9 (3.80%) SAP Data Services
10 9 (3.80%) SQL Server Analysis Services
11 8 (3.38%) Oracle Database
12 7 (2.95%) SQL Server 2008
12 7 (2.95%) SQL Server Reporting Services
13 6 (2.53%) IBM PureData
13 6 (2.53%) MS Access
13 6 (2.53%) OLAP
13 6 (2.53%) RDBMS
13 6 (2.53%) SQL Server 2016
Development Applications
1 9 (3.80%) LSMW
2 7 (2.95%) Visual Studio
3 4 (1.69%) Eclipse
3 4 (1.69%) NetBeans
3 4 (1.69%) Rational Rhapsody
4 3 (1.27%) TeamCity
5 2 (0.84%) Bitbucket
5 2 (0.84%) Git (software)
5 2 (0.84%) Jenkins
6 1 (0.42%) GCC
6 1 (0.42%) GDB
6 1 (0.42%) JIRA
6 1 (0.42%) Oracle APEX
6 1 (0.42%) Oracle Forms
6 1 (0.42%) ProC
6 1 (0.42%) SoapUI
6 1 (0.42%) Subversion
General
1 51 (21.52%) Finance
2 19 (8.02%) Banking
3 14 (5.91%) Legal
4 13 (5.49%) Pharmaceutical
5 12 (5.06%) Retail
6 8 (3.38%) Marketing
6 8 (3.38%) Telecoms
7 7 (2.95%) Law
8 5 (2.11%) Publishing
9 3 (1.27%) Advertising
9 3 (1.27%) Front Office
9 3 (1.27%) General Ledger
10 2 (0.84%) Investment Banking
11 1 (0.42%) Electronics
11 1 (0.42%) French Language
11 1 (0.42%) Manufacturing
11 1 (0.42%) Military
11 1 (0.42%) Retail Banking
Job Titles
1 76 (32.07%) Analyst
2 56 (23.63%) Data Analyst
3 55 (23.21%) Developer
4 21 (8.86%) Consultant
5 11 (4.64%) SQL Analyst
6 10 (4.22%) Data Engineer
7 9 (3.80%) Data Manager
7 9 (3.80%) SQL Data Analyst
8 8 (3.38%) Architect
8 8 (3.38%) Business Analyst
8 8 (3.38%) Lead Developer
8 8 (3.38%) SAP Analyst
8 8 (3.38%) SAP Data Analyst
8 8 (3.38%) SQL Developer
8 8 (3.38%) Technical Manager
9 7 (2.95%) Business Consultant
9 7 (2.95%) Data Scientist
9 7 (2.95%) Delivery Manager
9 7 (2.95%) SAP BusinessObjects (BO) Consultant
10 6 (2.53%) .NET Developer
Libraries, Frameworks & Software Standards
1 10 (4.22%) Natural Language Processing
2 9 (3.80%) .NET
3 7 (2.95%) ASP.NET
4 6 (2.53%) WCF
4 6 (2.53%) XML
5 5 (2.11%) .NET Framework
5 5 (2.11%) Entity Framework
5 5 (2.11%) jQuery
6 4 (1.69%) D3.js
7 2 (0.84%) HTML
7 2 (0.84%) JSON
7 2 (0.84%) LDAP
7 2 (0.84%) Oracle GoldenGate
7 2 (0.84%) Web Services
8 1 (0.42%) Ajax
8 1 (0.42%) FIX Protocol
8 1 (0.42%) SOAP
8 1 (0.42%) STL
8 1 (0.42%) WPF
8 1 (0.42%) XSD
Miscellaneous
1 43 (18.14%) Analytical Skills
2 13 (5.49%) Management Information System
3 12 (5.06%) Computer Science
4 9 (3.80%) Data Structures
4 9 (3.80%) Life Science
5 6 (2.53%) AS400
5 6 (2.53%) Replication
6 4 (1.69%) Freedom of Information
7 3 (1.27%) Algorithms
7 3 (1.27%) Greenfield Project
7 3 (1.27%) Mainframe
7 3 (1.27%) Virtual Team
8 2 (0.84%) Hybrid Cloud
8 2 (0.84%) Tandem
8 2 (0.84%) User Experience
8 2 (0.84%) VSAM
9 1 (0.42%) Enterprise Software
9 1 (0.42%) FMCG
9 1 (0.42%) Linked Data
9 1 (0.42%) NHS
Operating Systems
1 22 (9.28%) Linux
2 15 (6.33%) Windows
3 12 (5.06%) Unix
4 4 (1.69%) Windows Server
5 2 (0.84%) AIX
5 2 (0.84%) Windows 10
6 1 (0.42%) Windows Server 2012
Processes & Methodologies
1 55 (23.21%) ETL
2 53 (22.36%) Migration
3 52 (21.94%) Data Modelling
4 48 (20.25%) Analytics
4 48 (20.25%) Data Migration
5 41 (17.30%) Business Intelligence
6 36 (15.19%) Stakeholder Management
7 35 (14.77%) Agile Software Development
8 30 (12.66%) Data Analysis
8 30 (12.66%) Data Cleansing
9 29 (12.24%) Validation
10 28 (11.81%) CRM
11 21 (8.86%) Data Science
12 20 (8.44%) Data Management
12 20 (8.44%) Visualisation
13 19 (8.02%) User Acceptance Testing
14 17 (7.17%) Data Conversion
14 17 (7.17%) Workflow
15 16 (6.75%) Data Mapping
15 16 (6.75%) Data Visualisation
Programming Languages
1 142 (59.92%) SQL
2 23 (9.70%) Python
3 21 (8.86%) Java
3 21 (8.86%) T-SQL
4 19 (8.02%) R
5 18 (7.59%) PL/SQL
6 13 (5.49%) VBA
7 12 (5.06%) Shell Script
8 10 (4.22%) C#
9 7 (2.95%) JavaScript
10 5 (2.11%) C++
11 3 (1.27%) C
11 3 (1.27%) MATLAB
11 3 (1.27%) VB
12 2 (0.84%) Bash Shell
12 2 (0.84%) BeanShell
12 2 (0.84%) Bourne shell
12 2 (0.84%) GraphQL
12 2 (0.84%) Korn
12 2 (0.84%) Scala
Qualifications
1 38 (16.03%) Degree
2 8 (3.38%) Security Cleared
3 7 (2.95%) SC Cleared
4 6 (2.53%) Computer Science Degree
5 4 (1.69%) PhD
6 3 (1.27%) PMP
7 2 (0.84%) Master's Degree
7 2 (0.84%) Numerate Degree
8 1 (0.42%) PMI Certification
8 1 (0.42%) Postgraduate
Quality Assurance & Compliance
1 48 (20.25%) Data Quality
2 10 (4.22%) QA
3 9 (3.80%) GDPR
4 8 (3.38%) GxP
4 8 (3.38%) Sarbanes-Oxley
5 6 (2.53%) SLA
6 3 (1.27%) PMO
7 1 (0.42%) HL7
System Software
1 2 (0.84%) Oracle RAC
2 1 (0.42%) HDFS
2 1 (0.42%) VMware ESXi
2 1 (0.42%) VMware Infrastructure
Systems Management
1 2 (0.84%) Data Guard
2 1 (0.42%) Hadoop YARN
2 1 (0.42%) Oracle RMAN
Vendors
1 49 (20.68%) Microsoft
2 32 (13.50%) Oracle
2 32 (13.50%) SAP
3 22 (9.28%) Tableau
4 9 (3.80%) Northgate
5 8 (3.38%) IBM
5 8 (3.38%) Netezza
6 7 (2.95%) Alteryx
6 7 (2.95%) iManage
6 7 (2.95%) Talend
7 6 (2.53%) Workday
8 5 (2.11%) Teradata
9 4 (1.69%) Google
10 3 (1.27%) Informatica
10 3 (1.27%) Micro Focus
10 3 (1.27%) Vertica
11 2 (0.84%) Lotus
11 2 (0.84%) MicroStrategy
11 2 (0.84%) OpenLink
11 2 (0.84%) Salesforce.com