Period
to 21 February 2018

The following table provides summary statistics for contract job vacancies 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 21 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
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 626 650 607
Rank change year-on-year +24 -43 +7
Contract jobs citing Data Extraction 253 197 272
As % of all contract IT jobs advertised in the UK 0.25% 0.21% 0.26%
As % of the Processes & Methodologies category 0.29% 0.24% 0.31%
Number of daily rates quoted 147 125 166
UK median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -
10th Percentile £236 £242 £263
90th Percentile £550 £550 £545
UK excluding London median daily rate £400 £370 £340
% change year-on-year +8.11% +8.82% -2.86%
Number of hourly rates quoted 5 6 13
UK median hourly rate £41.15 £17.31 £19.50
Median hourly rate % change year-on-year +137.72% -11.23% +18.18%
10th Percentile £39.23 £10.00 £13.95
90th Percentile £49.50 £20.18 £26.00
UK excluding London median hourly rate £41.15 £13.25 £19.50
% change year-on-year +210.57% -32.05% +22.83%

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Contract vacancies with a requirement for process or methodology skills 86,111 80,463 88,072
As % of all contract IT jobs advertised in the UK 84.77% 83.81% 82.81%
Number of daily rates quoted 57,529 53,322 57,292
UK median daily rate £450 £425 £425
Median daily rate % change year-on-year +5.88% - +6.25%
10th Percentile £288 £263 £263
90th Percentile £638 £613 £600
UK excluding London median daily rate £413 £400 £390
% change year-on-year +3.13% +2.56% +4.00%
Number of hourly rates quoted 2,080 2,233 2,595
UK median hourly rate £24.00 £25.00 £24.85
Median hourly rate % change year-on-year -4.00% +0.60% +24.25%
10th Percentile £11.50 £11.25 £11.50
90th Percentile £50.67 £50.00 £50.00
UK excluding London median hourly rate £24.02 £25.00 £26.00
% change year-on-year -3.92% -3.85% +23.81%

Data Extraction
Job Vacancy Trend

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

Job vacancy trend for Data Extraction in the UK

Data Extraction
Contractor Daily Rate Trend

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

Contractor daily rate trend for Data Extraction in the UK

Data Extraction
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Data Extraction over the 6 months to 21 February 2018.

Contractor daily rate histogram for Data Extraction in the UK

Data Extraction
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Data Extraction in the UK

Data Extraction
Top 16 Contract Locations

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 UK over the 6 months to 21 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
England +43 236 £400 - 53
UK excluding London +14 130 £400 +8.11% 36
London +16 115 £449 +2.57% 18
North of England +46 35 £388 +8.77% 8
South East -14 35 £425 +6.25% 9
Midlands +22 24 £385 +55.87% 6
Yorkshire +17 18 £400 -5.88% 2
West Midlands +19 16 £388 +23.41% 6
North West +9 14 £394 +12.50% 6
South West +14 13 £400 +9.14% 2
East of England -16 9 £403 +0.63% 10
Scotland -28 9 £250 -9.09%
East Midlands +13 8 £383 +112.50%
North East - 4 £313 -
Wales - 4 - - 1
Northern Ireland -11 2 £375 -

For the 6 months to 21 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 with a requirement for Data Extraction.

1 146 (57.71%) SQL
2 59 (23.32%) ETL
3 56 (22.13%) Analytics
4 55 (21.74%) Finance
5 54 (21.34%) Migration
5 54 (21.34%) Microsoft
6 52 (20.55%) Data Modelling
6 52 (20.55%) Data Quality
7 49 (19.37%) Data Migration
8 47 (18.58%) Analytical Skills
9 45 (17.79%) Business Intelligence
10 40 (15.81%) Degree
11 39 (15.42%) Stakeholder Management
12 37 (14.62%) Agile Software Development
12 37 (14.62%) Microsoft Excel
12 37 (14.62%) SQL Server
13 35 (13.83%) Oracle
14 34 (13.44%) Data Analysis
15 33 (13.04%) Data Warehouse
16 32 (12.65%) SAP
17 30 (11.86%) Data Cleansing
18 29 (11.46%) Validation
19 28 (11.07%) SharePoint
19 28 (11.07%) CRM
20 26 (10.28%) SQL Server Integration Services
21 24 (9.49%) Tableau
21 24 (9.49%) Python
22 23 (9.09%) Banking
23 22 (8.70%) Linux
23 22 (8.70%) MS Exchange

Data Extraction
Co-occurring IT Skills 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 28 (11.07%) SharePoint
2 22 (8.70%) MS Exchange
2 22 (8.70%) SAS
3 4 (1.58%) Apache
3 4 (1.58%) Apache Airflow
4 3 (1.19%) Apache Spark
5 2 (0.79%) Apache Pig
5 2 (0.79%) ArcGIS
5 2 (0.79%) IBM Notes
6 1 (0.40%) BizTalk Server
6 1 (0.40%) Confluence
6 1 (0.40%) IIS
6 1 (0.40%) Oracle Workflow
Applications
1 37 (14.62%) Microsoft Excel
2 11 (4.35%) Microsoft PowerPoint
3 10 (3.95%) Spreadsheet
4 7 (2.77%) Microsoft Office
5 5 (1.98%) MS Visio
5 5 (1.98%) SPSS
6 1 (0.40%) Doxygen
6 1 (0.40%) Gephi
6 1 (0.40%) Stata
Business Applications
1 22 (8.70%) Dynamics CRM
2 8 (3.16%) ResourceLink
3 6 (2.37%) SAP APO
3 6 (2.37%) SAP MM
4 5 (1.98%) Oracle ERP
4 5 (1.98%) SAP MDM
5 3 (1.19%) SAP HR
5 3 (1.19%) SAP S/4HANA
5 3 (1.19%) Workday HCM
6 2 (0.79%) BASE24
6 2 (0.79%) Dynamics AX
6 2 (0.79%) Dynamics GP
6 2 (0.79%) Oracle EBS
6 2 (0.79%) Oracle EBS R12
6 2 (0.79%) SAP ERP
6 2 (0.79%) SAP Retail
7 1 (0.40%) Endur
7 1 (0.40%) Minerva
7 1 (0.40%) Oracle Applications
7 1 (0.40%) SAP AFS
Cloud Services
1 6 (2.37%) SuccessFactors
2 4 (1.58%) Amazon AWS
2 4 (1.58%) Google Cloud Platform
3 2 (0.79%) GitHub
3 2 (0.79%) Google Analytics
3 2 (0.79%) Microsoft Azure
4 1 (0.40%) Adobe Analytics
4 1 (0.40%) Google Tag Manager
Communications & Networking
1 9 (3.56%) SMS
2 2 (0.79%) SMTP
3 1 (0.40%) 3G
3 1 (0.40%) 3GPP
3 1 (0.40%) 4G
3 1 (0.40%) 5G
3 1 (0.40%) FTP
3 1 (0.40%) Kerberos
3 1 (0.40%) Radio Access Network
Database & Business Intelligence
1 37 (14.62%) SQL Server
2 33 (13.04%) Data Warehouse
3 26 (10.28%) SQL Server Integration Services
4 18 (7.11%) Data Mining
4 18 (7.11%) Power BI
5 17 (6.72%) Relational Database
6 15 (5.93%) Hadoop
7 13 (5.14%) Big Data
7 13 (5.14%) BusinessObjects
7 13 (5.14%) QlikView
8 9 (3.56%) OLAP
8 9 (3.56%) SQL Server Analysis Services
9 8 (3.16%) Oracle Database
9 8 (3.16%) SAP Data Services
10 7 (2.77%) Qlik Sense
10 7 (2.77%) SQL Server Reporting Services
11 6 (2.37%) IBM PureData
11 6 (2.37%) MS Access
11 6 (2.37%) RDBMS
11 6 (2.37%) SQL Server 2016
Development Applications
1 8 (3.16%) LSMW
2 7 (2.77%) Visual Studio
3 4 (1.58%) Eclipse
3 4 (1.58%) NetBeans
3 4 (1.58%) Rational Rhapsody
4 3 (1.19%) TeamCity
5 2 (0.79%) Bitbucket
5 2 (0.79%) Git (software)
5 2 (0.79%) Jenkins
6 1 (0.40%) GCC
6 1 (0.40%) GDB
6 1 (0.40%) JIRA
6 1 (0.40%) Oracle APEX
6 1 (0.40%) Oracle Forms
6 1 (0.40%) ProC
6 1 (0.40%) SoapUI
6 1 (0.40%) Subversion
General
1 55 (21.74%) Finance
2 23 (9.09%) Banking
3 14 (5.53%) Legal
4 12 (4.74%) Pharmaceutical
4 12 (4.74%) Retail
5 8 (3.16%) Marketing
5 8 (3.16%) Telecoms
6 7 (2.77%) Law
7 5 (1.98%) Publishing
8 3 (1.19%) Advertising
8 3 (1.19%) General Ledger
9 2 (0.79%) Front Office
9 2 (0.79%) Investment Banking
9 2 (0.79%) Manufacturing
9 2 (0.79%) Retail Banking
10 1 (0.40%) Electronics
10 1 (0.40%) French Language
10 1 (0.40%) Military
Job Titles
1 88 (34.78%) Analyst
2 64 (25.30%) Data Analyst
3 55 (21.74%) Developer
4 23 (9.09%) Consultant
5 11 (4.35%) Data Manager
5 11 (4.35%) SQL Analyst
6 10 (3.95%) Data Engineer
7 9 (3.56%) SQL Data Analyst
8 8 (3.16%) Architect
8 8 (3.16%) Business Analyst
8 8 (3.16%) Lead Developer
8 8 (3.16%) SAP Analyst
8 8 (3.16%) SAP Data Analyst
8 8 (3.16%) SQL Developer
8 8 (3.16%) Technical Manager
9 7 (2.77%) Business Consultant
9 7 (2.77%) Data Scientist
9 7 (2.77%) Delivery Manager
9 7 (2.77%) SAP BusinessObjects (BO) Consultant
9 7 (2.77%) SAS Analyst
Libraries, Frameworks & Software Standards
1 10 (3.95%) Natural Language Processing
2 9 (3.56%) .NET
3 7 (2.77%) ASP.NET
4 6 (2.37%) WCF
4 6 (2.37%) XML
5 5 (1.98%) .NET Framework
5 5 (1.98%) Entity Framework
5 5 (1.98%) jQuery
6 3 (1.19%) D3.js
7 2 (0.79%) HTML
7 2 (0.79%) JSON
7 2 (0.79%) LDAP
7 2 (0.79%) Oracle GoldenGate
7 2 (0.79%) Pandas
7 2 (0.79%) Web Services
8 1 (0.40%) FIX Protocol
8 1 (0.40%) SOAP
8 1 (0.40%) STL
8 1 (0.40%) WPF
8 1 (0.40%) XSD
Miscellaneous
1 47 (18.58%) Analytical Skills
2 13 (5.14%) Management Information System
3 11 (4.35%) Computer Science
4 9 (3.56%) Life Science
5 8 (3.16%) Data Structures
6 6 (2.37%) Replication
7 5 (1.98%) AS400
8 4 (1.58%) Freedom of Information
8 4 (1.58%) Greenfield Project
9 3 (1.19%) Mainframe
9 3 (1.19%) Virtual Team
10 2 (0.79%) Algorithms
10 2 (0.79%) Credit Risk
10 2 (0.79%) Hybrid Cloud
10 2 (0.79%) Tandem
10 2 (0.79%) User Experience
10 2 (0.79%) VSAM
11 1 (0.40%) FMCG
11 1 (0.40%) Reference Data
11 1 (0.40%) Robotics
Operating Systems
1 22 (8.70%) Linux
2 15 (5.93%) Windows
3 12 (4.74%) Unix
4 4 (1.58%) Windows Server
5 2 (0.79%) AIX
5 2 (0.79%) Windows 10
6 1 (0.40%) Windows Server 2012
Processes & Methodologies
1 59 (23.32%) ETL
2 56 (22.13%) Analytics
3 54 (21.34%) Migration
4 52 (20.55%) Data Modelling
5 49 (19.37%) Data Migration
6 45 (17.79%) Business Intelligence
7 39 (15.42%) Stakeholder Management
8 37 (14.62%) Agile Software Development
9 34 (13.44%) Data Analysis
10 30 (11.86%) Data Cleansing
11 29 (11.46%) Validation
12 28 (11.07%) CRM
13 22 (8.70%) Visualisation
14 21 (8.30%) Data Management
14 21 (8.30%) Data Science
15 20 (7.91%) User Acceptance Testing
15 20 (7.91%) Workflow
16 18 (7.11%) Data Analytics
17 17 (6.72%) Data Conversion
18 16 (6.32%) Data Mapping
Programming Languages
1 146 (57.71%) SQL
2 24 (9.49%) Python
3 20 (7.91%) Java
3 20 (7.91%) T-SQL
4 18 (7.11%) PL/SQL
4 18 (7.11%) R
5 13 (5.14%) VBA
6 12 (4.74%) Shell Script
7 9 (3.56%) C#
8 7 (2.77%) JavaScript
9 5 (1.98%) C++
10 3 (1.19%) C
10 3 (1.19%) MATLAB
10 3 (1.19%) VB
11 2 (0.79%) Bash Shell
11 2 (0.79%) BeanShell
11 2 (0.79%) Bourne shell
11 2 (0.79%) Korn
12 1 (0.40%) PowerShell
12 1 (0.40%) Scala
Qualifications
1 40 (15.81%) Degree
2 9 (3.56%) Security Cleared
3 7 (2.77%) SC Cleared
4 5 (1.98%) Computer Science Degree
5 4 (1.58%) PhD
6 3 (1.19%) PMP
7 2 (0.79%) Master's Degree
7 2 (0.79%) Numerate Degree
8 1 (0.40%) PMI Certification
8 1 (0.40%) Postgraduate
Quality Assurance & Compliance
1 52 (20.55%) Data Quality
2 14 (5.53%) QA
3 9 (3.56%) GDPR
4 7 (2.77%) GxP
4 7 (2.77%) Sarbanes-Oxley
4 7 (2.77%) SLA
5 4 (1.58%) PMO
6 1 (0.40%) HL7
System Software
1 2 (0.79%) HDFS
1 2 (0.79%) Oracle RAC
2 1 (0.40%) VMware ESXi
2 1 (0.40%) VMware Infrastructure
Systems Management
1 2 (0.79%) Data Guard
2 1 (0.40%) Hadoop YARN
2 1 (0.40%) Oozie
2 1 (0.40%) Oracle RMAN
Vendors
1 54 (21.34%) Microsoft
2 35 (13.83%) Oracle
3 32 (12.65%) SAP
4 24 (9.49%) Tableau
5 9 (3.56%) Northgate
6 8 (3.16%) IBM
6 8 (3.16%) Netezza
7 7 (2.77%) Alteryx
7 7 (2.77%) iManage
7 7 (2.77%) Talend
8 6 (2.37%) Workday
9 5 (1.98%) Teradata
10 4 (1.58%) Google
11 3 (1.19%) Informatica
11 3 (1.19%) Micro Focus
11 3 (1.19%) Vertica
12 2 (0.79%) Cognos
12 2 (0.79%) Lotus
12 2 (0.79%) MicroStrategy
12 2 (0.79%) Salesforce.com