The table below looks at the prevalence of the term Data Extraction in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Data Extraction over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Extraction
Rank 523 492 500
Rank change year-on-year
-31 +8
Contract jobs citing Data Extraction 107 153 132
As % of all contract IT jobs located in the UK 0.21% 0.28% 0.23%
As % of the Miscellaneous category 0.66% 0.83% 0.74%
Number of daily rates quoted 69 95 79
Median daily rate £413 £392 £375
Median daily rate % change year-on-year
+5.29% +4.46%
90% offered a daily rate of more than £274 £275 £250
10% offered a daily rate of more than £538 £500 £525
UK excluding London median daily rate £375 £340 £353
% change year-on-year
+10.29% -3.54%
Number of hourly rates quoted 4 7 7
Median hourly rate £14.06 £19.50 £17.25
Median hourly rate % change year-on-year
-27.89% +13.04%
90% offered a hourly rate of more than £10.00 £19.50 £15.33
10% offered a hourly rate of more than £19.52 £22.10 £26.95
UK excluding London median hourly rate £10.00 £19.50 £16.00
% change year-on-year
-48.71% +21.87%

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in contract jobs advertised across the UK.

Miscellaneous Category
UK
Contract IT job ads with a match in the
Miscellaneous category
16229 18489 17890
As % of all contract IT jobs located in the UK 32.55% 33.35% 31.68%
Number of daily rates quoted 10517 11632 11352
Median daily rate £433 £425 £405
Median daily rate % change year-on-year
+1.76% +4.93%
90% offered a daily rate of more than £240 £250 £238
10% offered a daily rate of more than £625 £620 £600
UK excluding London median daily rate £380 £385 £363
% change year-on-year
-1.29% +6.20%
Number of hourly rates quoted 577 795 747
Median hourly rate £19.50 £20.63 £16.84
Median hourly rate % change year-on-year
-5.45% +22.47%
90% offered a hourly rate of more than £12.00 £12.35 £11.00
10% offered a hourly rate of more than £45.00 £45.31 £42.50
UK excluding London median hourly rate £18.91 £20.00 £16.72
% change year-on-year
-5.46% +19.61%

Data Extraction
Jobs Demand Trend

The demand trend of contract jobs citing Data Extraction as a proportion of all IT contracts with a match in the Miscellaneous category.

Data Extraction Jobs Demand Trend in the UK

Data Extraction
Daily Rate Trend

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

Data Extraction Daily Rate Trend in the UK

Data Extraction
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Extraction within the UK over the 3 months to 7 December 2016.

Data Extraction Daily Rate Histogram in the UK

Data Extraction
Hourly Rate Trend

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

Data Extraction Hourly Rate Trend in the UK

Data Extraction
Top 30 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 3 months to 7 December 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -23 100 £425 +11.47% 22
London -5 41 £425 +4.23% 12
South East +15 25 £438 +25.00% 2
East of England +13 12 £450 +35.84% 2
North West +2 10 £356 +9.61% 5
Berkshire +4 9 £425 +30.76% 1
City of London -4 9 £413 -17.50% 5
Surrey +25 8 £538 +26.47%
Hertfordshire +2 6 £475 -
East Midlands -2 5 £180 -12.19%
Scotland +15 4 £283 -29.37% 1
Merseyside +2 4 £363 +141.66% 1
Northamptonshire - 4 £180 -
Hampshire +21 3 £363 -6.45%
Buckinghamshire +10 3 £475 - 1
Essex +7 3 £450 +5.88% 1
Manchester -1 3 £303 -37.52% 1
Basildon - 3 £450 -
Edinburgh +20 2 £283 -29.81% 1
Slough +7 2 £406 +153.90%
Glasgow +3 2 - -
Bracknell -3 2 £450 -
West Midlands -18 2 £314 -3.38%
Liverpool - 2 £350 - 1
M4 Corridor - 2 - -
Maidenhead - 2 £400 - 1
Wokingham - 2 £200 -
Belfast - 2 - -
Cambridge - 2 - -
Weybridge - 2 - -

Data Extraction
Top 30 Related IT Skills

For the 6 months to 7 December 2016, 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 with a requirement for Data Extraction.

1 135 (57.69%) SQL
2 84 (35.90%) ETL
3 77 (32.91%) Migration
4 67 (28.63%) SQL Server
5 61 (26.07%) Data Migration
6 56 (23.93%) Oracle
7 54 (23.08%) Data Quality
8 53 (22.65%) Validation
8 53 (22.65%) Business Intelligence
8 53 (22.65%) Finance
9 52 (22.22%) Data Warehouse
10 47 (20.09%) SAP
11 45 (19.23%) Data Analysis
12 44 (18.80%) Data Cleansing
13 37 (15.81%) SQL Server Integration Services
14 36 (15.38%) Analytical Skills
14 36 (15.38%) Data Modelling
15 32 (13.68%) Analytics
16 30 (12.82%) MS Excel
17 29 (12.39%) User Acceptance Testing
18 28 (11.97%) Agile Software Development
19 25 (10.68%) Banking
20 23 (9.83%) Data Transformation
21 22 (9.40%) Relational Database
21 22 (9.40%) Stakeholder Management
21 22 (9.40%) ERP
21 22 (9.40%) T-SQL
22 21 (8.97%) SQL Server Reporting Services
23 19 (8.12%) Tableau
23 19 (8.12%) QlikView

Data Extraction
Top Related 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 14 (5.98%) SAS
2 5 (2.14%) Confluence
3 2 (0.85%) Apache Spark
3 2 (0.85%) NetWeaver
4 1 (0.43%) Apache
4 1 (0.43%) Apache Pig
4 1 (0.43%) BizTalk Server
4 1 (0.43%) CMS
4 1 (0.43%) EPiServer CMS
4 1 (0.43%) IIS
Applications
1 30 (12.82%) MS Excel
2 8 (3.42%) MS Office
3 7 (2.99%) MS PowerPoint
4 6 (2.56%) SPSS
5 3 (1.28%) MS Visio
6 2 (0.85%) Spreadsheet
7 1 (0.43%) Stata
Business Applications
1 14 (5.98%) Oracle EBS
2 10 (4.27%) Oracle EBS R12
3 9 (3.85%) SAP BPC
4 8 (3.42%) SAP FI
5 6 (2.56%) Oracle Assets
5 6 (2.56%) Oracle Cash Management
5 6 (2.56%) Oracle Financials
5 6 (2.56%) Oracle General Ledger
5 6 (2.56%) Oracle Payables
5 6 (2.56%) Oracle Receivables
6 5 (2.14%) Oracle ERP
6 5 (2.14%) SAP ERP
7 4 (1.71%) SAP APO
8 3 (1.28%) Infor CloudSuite Industrial (formerly SyteLine)
8 3 (1.28%) SAP HR
8 3 (1.28%) SAP MM
9 2 (0.85%) SAP GRC
9 2 (0.85%) SAP MDM
9 2 (0.85%) SAP SD
9 2 (0.85%) Unica
Cloud Services
1 3 (1.28%) Google Analytics
2 2 (0.85%) OpenShift
3 1 (0.43%) Amazon AWS
3 1 (0.43%) CallidusCloud
3 1 (0.43%) Flurry Analytics
3 1 (0.43%) Microsoft Azure
3 1 (0.43%) SuccessFactors
Communications & Networking
1 2 (0.85%) HTTP
1 2 (0.85%) WebEx
2 1 (0.43%) Internet
Database & Business Intelligence
1 67 (28.63%) SQL Server
2 52 (22.22%) Data Warehouse
3 37 (15.81%) SQL Server Integration Services
4 22 (9.40%) Relational Database
5 21 (8.97%) SQL Server Reporting Services
6 19 (8.12%) QlikView
7 17 (7.26%) BusinessObjects
8 15 (6.41%) SAP BW
8 15 (6.41%) SAP Data Services
9 14 (5.98%) Oracle Database
9 14 (5.98%) SQL Server 2008
10 13 (5.56%) SQL Server Analysis Services
11 12 (5.13%) Power BI
12 11 (4.70%) SQL Server 2012
13 10 (4.27%) Big Data
13 10 (4.27%) RDBMS
14 9 (3.85%) Hadoop
15 8 (3.42%) Data Mining
15 8 (3.42%) MS Access
15 8 (3.42%) MySQL
Development Applications
1 16 (6.84%) LSMW
2 7 (2.99%) JIRA
3 6 (2.56%) Talend Open Studio
4 5 (2.14%) ERwin
5 4 (1.71%) Git (software)
6 3 (1.28%) Jenkins
6 3 (1.28%) Subversion
7 2 (0.85%) ClearCase
7 2 (0.85%) Sonatype Nexus
7 2 (0.85%) Toad
7 2 (0.85%) Visual Studio
8 1 (0.43%) Team Foundation Server
General
1 53 (22.65%) Finance
2 25 (10.68%) Banking
3 15 (6.41%) Pharmaceutical
4 12 (5.13%) Marketing
5 10 (4.27%) Retail
6 7 (2.99%) Manufacturing
7 5 (2.14%) Advertising
8 4 (1.71%) Telecoms
9 3 (1.28%) Investment Banking
10 2 (0.85%) Wholesale Banking
11 1 (0.43%) Back Office
11 1 (0.43%) Games
11 1 (0.43%) German Language
11 1 (0.43%) Law
11 1 (0.43%) Legal
11 1 (0.43%) Private Banking
Job Titles
1 94 (40.17%) Analyst
2 54 (23.08%) Data Analyst
3 50 (21.37%) Developer
4 28 (11.97%) Consultant
5 22 (9.40%) SAP Consultant
6 16 (6.84%) Business Analyst
7 14 (5.98%) Data Consultant
8 13 (5.56%) Migration Analyst
8 13 (5.56%) SAP Data Consultant
9 12 (5.13%) Data Migration Analyst
9 12 (5.13%) Financial Analyst
10 11 (4.70%) ETL Developer
11 9 (3.85%) Business Intelligence Developer
11 9 (3.85%) Oracle Analyst
11 9 (3.85%) SQL Developer
11 9 (3.85%) Systems Analyst
12 7 (2.99%) Data Migration Consultant
12 7 (2.99%) Data Warehouse Developer
12 7 (2.99%) Migration Consultant
12 7 (2.99%) SAP Data Migration Consultant
Libraries, Frameworks & Software Standards
1 8 (3.42%) BAPI
2 7 (2.99%) Web Services
3 5 (2.14%) .NET
4 4 (1.71%) Node.js
4 4 (1.71%) XML
5 3 (1.28%) MDX
6 2 (0.85%) AngularJS
6 2 (0.85%) D3.js
6 2 (0.85%) JSON
6 2 (0.85%) Velocity
6 2 (0.85%) XSLT
7 1 (0.43%) Oracle Fusion
7 1 (0.43%) REST
7 1 (0.43%) SOAP
7 1 (0.43%) WCF
Miscellaneous
1 36 (15.38%) Analytical Skills
2 14 (5.98%) Visualisation
3 13 (5.56%) Data Conversion
4 10 (4.27%) Data Structures
5 7 (2.99%) Data Integration
5 7 (2.99%) FMCG
6 5 (2.14%) Mathematics
6 5 (2.14%) Statistics
7 4 (1.71%) AS400
7 4 (1.71%) Credit Risk
7 4 (1.71%) Reinsurance
7 4 (1.71%) User Experience
8 3 (1.28%) Computer Science
8 3 (1.28%) Digital Media
8 3 (1.28%) Economics
8 3 (1.28%) Management Information System
8 3 (1.28%) NHS
9 2 (0.85%) Linked Data
9 2 (0.85%) Ontologies
9 2 (0.85%) Semantic Web
Operating Systems
1 12 (5.13%) Unix
2 4 (1.71%) Linux
Processes & Methodologies
1 84 (35.90%) ETL
2 77 (32.91%) Migration
3 61 (26.07%) Data Migration
4 53 (22.65%) Business Intelligence
4 53 (22.65%) Validation
5 45 (19.23%) Data Analysis
6 44 (18.80%) Data Cleansing
7 36 (15.38%) Data Modelling
8 32 (13.68%) Analytics
9 29 (12.39%) User Acceptance Testing
10 28 (11.97%) Agile Software Development
11 23 (9.83%) Data Transformation
12 22 (9.40%) ERP
12 22 (9.40%) Stakeholder Management
13 18 (7.69%) Project Management
14 16 (6.84%) Data Mapping
14 16 (6.84%) Logical Data Model
15 15 (6.41%) Data Management
16 14 (5.98%) Physical Data Model
16 14 (5.98%) Test Scripting
Programming Languages
1 135 (57.69%) SQL
2 22 (9.40%) T-SQL
3 12 (5.13%) PL/SQL
4 10 (4.27%) Java
4 10 (4.27%) VBA
5 8 (3.42%) JavaScript
6 7 (2.99%) ABAP
6 7 (2.99%) Python
6 7 (2.99%) R
7 3 (1.28%) VB
8 2 (0.85%) C
8 2 (0.85%) C#
8 2 (0.85%) Perl
8 2 (0.85%) PHP
8 2 (0.85%) SAS Macro
8 2 (0.85%) SPARQL
9 1 (0.43%) MATLAB
9 1 (0.43%) Scala
Qualifications
1 18 (7.69%) Degree
2 4 (1.71%) Security Cleared
3 3 (1.28%) SC Cleared
4 2 (0.85%) IIBA
4 2 (0.85%) ITIL Certification
5 1 (0.43%) AAT
5 1 (0.43%) BC Cleared
5 1 (0.43%) CFA
5 1 (0.43%) CIMA
5 1 (0.43%) CISA
5 1 (0.43%) ISEB
5 1 (0.43%) ITIL Foundation Certificate
5 1 (0.43%) MBA
5 1 (0.43%) PhD
5 1 (0.43%) PRINCE2 Certification
5 1 (0.43%) Six Sigma Black Belt
Quality Assurance & Compliance
1 54 (23.08%) Data Quality
2 13 (5.56%) GxP
3 9 (3.85%) QA
3 9 (3.85%) Solvency II
4 6 (2.56%) Sarbanes-Oxley
5 4 (1.71%) GMP
6 1 (0.43%) CDISC
System Software
1 1 (0.43%) Apache Flume
1 1 (0.43%) Docker
1 1 (0.43%) Firmware
1 1 (0.43%) HDFS
1 1 (0.43%) Oracle RAC
Systems Management
1 1 (0.43%) HP Quality Center
Vendors
1 56 (23.93%) Oracle
2 47 (20.09%) SAP
3 19 (8.12%) Tableau
4 13 (5.56%) Microsoft
5 12 (5.13%) Teradata
6 10 (4.27%) Informatica
7 6 (2.56%) Talend
8 5 (2.14%) Salesforce.com
9 4 (1.71%) Kronos
10 3 (1.28%) Cognos
10 3 (1.28%) Google
10 3 (1.28%) Infor
11 2 (0.85%) Callidus
11 2 (0.85%) Cisco
11 2 (0.85%) comScore
11 2 (0.85%) Hitwise
11 2 (0.85%) IBM
11 2 (0.85%) NetSuite
11 2 (0.85%) ServiceNow
11 2 (0.85%) Sybase
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